11.7.2 Dorazio-Royle community model with covariates

Modified from Chapter 11 Marc Kéry & J. Andy Royle. Applied hierarchical modeling in ecology. Page 692. Model: model10.txt

We can study the aggregate response of all species in a community to such covariates by looking at the mean and variance hyperparameters governing the species-specific occupancy and detection parameters. In addition, we can also investigate species-specific relationships.

Model-equations

Occupancy and detection probability are regressed on a number of covariates, and the intercepts and slopes of both regressions are species-specific random effects, with a common prior distribution as well as mean and variance hyperparameters that are estimated.

The number of estimated quantities (“parameters” or “estimands”) in this analysis is truly enormous and may make your computer “explode,” or you may have to wait for many days for models to be fit, literally!

Load packages

library(camtrapR)
library (coda)
#library (jagsUI)
library (tidyverse)
library (readr)
library (MCMCvis)
library (ggplot2)
library (readxl)

library(raster)
library(reshape2)
library(lubridate)
library(mapview)
library(tmap)
library(sf)

Load Data

You can also embed plots, for example:

# ------------------------------------------------------------------------
# Augment data set: choose one of two different priors on Ntotal
nz <- 50                 # Use for vague prior on Ntotal: M = 395
#nz <- 215 - nspec         # Use for informative prior on Ntotal: M = 215
nsp = 224 # species
nsite= 144 # sites


#setwd(choose.dir()) # Choose folder where data was downloaded

#### SPP datA

Aves <- read_excel("D:/BoxFiles/Box Sync/CodigoR/Aves_Andrea/data/DEF_Cleaned_ANALISIS_UNILLANOS_GAICA_Aves.xlsx", 
    sheet = "Analisis_UNILLANOS_GAICA_Aves", 
    col_types = c("numeric", "text", "text", 
        "text", "text", "text", "text", "text", 
        "text", "text", "text", "text", "text", 
        "numeric", "text", "text", "text", 
        "text", "text", "text", "text", "text", 
        "text", "text", "text", "text", "text", 
        "text", "text", "text", "text", "text", 
        "text", "text", "text", "text", "text", 
        "text"))



### some fixes
Aves$period <- Aves$Ocasion_de_muestreo
Aves$species <- Aves$scientificName

Aves$date <- yday(Aves$eventDate)#[1:2384]
Aves$eventTime[1667:2384] <- paste(Aves$eventTime[1667:2384],":00", sep="")# fix hour

Aves$eventTime <- as.numeric(hms(Aves$eventTime)) # convert time to numeric and scale
Aves$TimeScaled <- wiqid::standardize(Aves$eventTime) 
Aves$TimeScaled2 <- wiqid::standardize(Aves$eventTime^2) 

sites <- Aves %>% distinct (Sistema, decimalLatitude , decimalLongitude) %>% 
  arrange(Sistema) %>% # ordena por sistema luego pone site number
  mutate(site=c(1:144)) # pone site number 44 befre 164

Add Covariates

The species are in spp1 as a 3D array.

sites_sf <- st_as_sf(sites, coords = c("decimalLongitude", "decimalLatitude"), # convert to sf
                     crs = "+proj=longlat +datum=WGS84 +no_defs")
# st_write(st_as_sfc(st_bbox(st_buffer(sites_sf, 0.1))), "shp/aoi.shp") #save shp and buffer

#########################
#### load mapa bosque
#### Load mapa huella
##########################

huella <- raster("d://BoxFiles/Box Sync/CodigoR/Aves_Andrea/shp/huella_humana/huellahumana_w.tif")

dist_forest <- raster("d://BoxFiles/Box Sync/CodigoR/Aves_Andrea/defore_raster/dist_forest_2019.tif")
# Covs non scaled


forest.ovr <- raster::extract(dist_forest, sites_sf, method='bilinear')
forest.ovr[1:20] <- 0 # en bosque es distancia cero
fore_dist <- wiqid::standardize(forest.ovr)# standarize
fore_dist_squared <- fore_dist ^2

huella.ovr <- raster::extract(huella, sites_sf, method='bilinear')
#forest.ovr[1:18] <- 0 # en bosque es distancia cero
human_foot <- wiqid::standardize(huella.ovr)# standarize



# reshape melt part
sites <- sites[,2:4]
Aves_site <- inner_join(Aves,sites,by="decimalLatitude")
# convert to numeric
Aves_site$precipit <- as.numeric(Aves_site$precipit)

spp.melt <- reshape::melt(Aves_site, id.var=c("date" , "eventTime", "period",
                                              "Sistema", "decimalLatitude" , "decimalLongitude.x", 
                                              "species", "site"), measure.var="individualCount")

spp.melt2 <- reshape::melt(Aves_site, id.var=c("TimeScaled" , "period",
                                              "Sistema", "decimalLatitude" , "decimalLongitude.x", 
                                              "species", "site"), measure.var="TimeScaled")
spp.melt3 <- reshape::melt(Aves_site, id.var=c("eventTime" , "period",
                                               "Sistema", "decimalLatitude" , "decimalLongitude.x", 
                                               "species", "site"), measure.var="Sistema")

prec.melt <- reshape::melt(Aves_site, id.var=c("date" , "eventTime", "period",
                                              
                                              "species", "site"), measure.var="precipit")

#spp.melt=reshape::melt(spp,id.var=c("species", "site", "period"), measure.var="occ")
spp1=reshape::cast(spp.melt, site ~ period ~ species) # 3D array 
time_day=reshape::cast(spp.melt2, site ~ period, fun.aggregate = mean, fill= 0.01526589)#33428.7) # 2D array removing species
#time_day_squared
prec=reshape::cast(prec.melt, site ~ period, fun.aggregate = mean, fill=0 ) # 2D array 
#sistema=reshape::cast(spp.melt3, site ~ period )

#invec <- gather(spp1[,2:164])
mat.names <- as.vector(names(spp1[1,1,]))# sort(unique(Aves$species))
mat.names.da <- mat.names[1:(nsp+nz)]
# datarray <- array(invec$value, dim = c(58,12,21), dimnames = list(site=spp1$X,
#                                                                  rep=c(1:12), 
#     

##### Plot
mapview(dist_forest, legend = TRUE) +
mapview(huella, legend = TRUE) +
mapview(sites_sf, zcol = c("Sistema")) 

Prepare Data

100.000 iter

###################### 
# convert to 1 and 0
#####################
spp1[spp1 >= 1] <- 1

## Data augmented
# yaug <- array(0, dim=c(164, 4, nsp+nz)) # array with only zeroes
# yaug[,,1:nsp] <- spp1# datarray #y      # copy into it the observed data
# 
# # Create same NA pattern in augmented species as in the observed species
# missings <- is.na(yaug[,,1]) # e.g., third survey in high-fore_distvation quads
# for(k in (nsp+1):(nsp+nz)){
#   yaug[,,k][missings] <- NA
# }

# list of detection histories
ylist <- purrr::array_branch(spp1, 3)

##################
# import covs
##################

# elev = fore_dist, 
# forest = ndvi, 
# DAT = MOON <- hour 
# DUR = RAINFALL <- 

#covs.original <- read_csv("D:/BoxFiles/Box Sync/CodigoR/Biodiv_Caqueta/data/cam_and_covs.csv")
#cam_and_covs <- read_csv("D:/BoxFiles/Box Sync/CodigoR/Biodiv_Caqueta/data/cam_and_covs2.csv")

fore_dist <- fore_dist# cam_and_covs$fore_dist

#roughness <- cam_and_covs$roughness#$ndvi
# HOUR <- as.matrix(scale(time_day[2:5]))
RAINFALL <- wiqid::standardize(as.matrix(as.data.frame(prec[2:5])))#as.matrix(scale(prec[2:5]))
RAINFALL_squared <- RAINFALL^2
sistema <- as.factor(sites_sf$Sistema)

hour_day <- as.matrix(as.data.frame(time_day[,2:5]))# purrr::array_branch(time_day, 3)
hour_day_squared <- hour_day^2
### MOON 
# center: 0.5255917
# scale: 0.3251623

# # Bundle and summarize data
# win.data <- list(y = yaug, nsite = dim(spp1)[1], nrep = dim(spp1)[2], 
#                  nsp = dim(spp1)[3], nz = nz, M = nsp + nz, 
#                  fore_dist = fore_dist, 
#                  human_foot = human_foot, 
#                  HOUR = HOUR, 
#                  RAINFALL = RAINFALL) 


# here, effort was constant at all stations and occasions. Effort is thus a matrix of all 1
effort <- matrix(1, nrow = nrow(ylist[[1]]), ncol =  ncol(ylist[[1]]))

# bundle data
input_AHM <- list(ylist = ylist, 
                  siteCovs = data.frame(sistema = sistema,#,
                                        fore_dist = fore_dist,
                                        # fore_dist_squared = fore_dist_squared,
                                        human_foot = human_foot),
                  obsCovs = list(effort = effort,
                                 hour_day = hour_day,
                                 hour_day_squared = hour_day_squared,
                                 rain = RAINFALL))#,
                                 #rain_squared = RAINFALL_squared))

#################
modelFile_jags <- tempfile(fileext = ".txt")

# jags model categorical
model1_jags <- communityModel(
  occuCovs = list(ranef = c("sistema","fore_dist", "human_foot")), 
  detCovsObservation = list(ranef = c("hour_day", "hour_day_squared", "rain")),#, "rain_squared")),
  intercepts = list(det = "ranef", occu = "ranef"),
  data_list = input_AHM,
  richnessCategories = "sistema", #Species richness for categorical covs
  modelFile = modelFile_jags)


##########################
## nimble model
# model1_nimble <- communityModel(
#   occuCovs = list(ranef = c("sistema","fore_dist", "human_foot")), 
#   detCovsObservation = list(ranef = c("hour_day", "rain", "rain_squared")),
#   intercepts = list(det = "ranef", occu = "ranef"),
#   data_list = input_AHM,
#   richnessCategories = "sistema",
#   modelFile = modelFile_jags,
#   nimble = TRUE)

# load nimbleEcology package 
# currently necessary to do explicitly, to avoid additional package dependencies
# require(nimbleEcology)

############################################
# # # fit compiled model in Nimble
# fit.nimble.comp <- fit(model1_nimble,
#                        n.iter = 50000,
#                        n.burnin = 5000,
#                        chains = 3,
#                        compile = TRUE)
# 
# # Save   
# saveRDS(fit.nimble.comp, "d://BoxFiles/Box Sync/CodigoR/Aves_Andrea/result_models/model_sistem_nimble_50000.RData")

##############################################
# # short model run for demonstration in Jags
# out_sistem_jags1 <- fit(model1_jags, 
#                            n.iter = 50000, 
#                            n.burnin = 5000,
#                            thin = 50,
#                            chains = 3,
#                            cores = 3,
#                            quiet = T
#                             )
# # Save   
# saveRDS(out_sistem_jags1, "d://BoxFiles/Box Sync/CodigoR/Aves_Andrea/result_models/model_sistem_50000.RData")

# lOAD
out_sistem_jags1 <- readRDS("d://BoxFiles/Box Sync/CodigoR/Aves_Andrea/result_models/model_sistem_100000.RData")

############################

# search for “Nspecies” in the table below. You will see 3 entries. “Nspecies” is overall, Nspecies_by_category[1] and …[2] are for the stations in category “A” and “B”, respectively
DT::datatable(round(summary(out_sistem_jags1)$statistics, 3))
# traceplots
# plot(out_sistem_jags1)

# Gelman diagnostics The Gelman-Rubin convergence statistic 
gd <- gelman.diag(out_sistem_jags1,  multivariate = FALSE)
gd
## Potential scale reduction factors:
## 
##                                             Point est. Upper C.I.
## Bpvalue                                           1.00       1.00
## Bpvalue_species[1]                                1.00       1.00
## Bpvalue_species[2]                                1.00       1.00
## Bpvalue_species[3]                                1.00       1.00
## Bpvalue_species[4]                                1.00       1.00
## Bpvalue_species[5]                                1.00       1.00
## Bpvalue_species[6]                                1.00       1.00
## Bpvalue_species[7]                                1.00       1.00
## Bpvalue_species[8]                                1.00       1.00
## Bpvalue_species[9]                                1.00       1.00
## Bpvalue_species[10]                               1.00       1.00
## Bpvalue_species[11]                               1.00       1.00
## Bpvalue_species[12]                               1.00       1.01
## Bpvalue_species[13]                               1.00       1.00
## Bpvalue_species[14]                               1.00       1.00
## Bpvalue_species[15]                               1.00       1.00
## Bpvalue_species[16]                               1.00       1.00
## Bpvalue_species[17]                               1.00       1.00
## Bpvalue_species[18]                               1.00       1.01
## Bpvalue_species[19]                               1.00       1.01
## Bpvalue_species[20]                               1.00       1.00
## Bpvalue_species[21]                               1.00       1.00
## Bpvalue_species[22]                               1.00       1.00
## Bpvalue_species[23]                               1.00       1.00
## Bpvalue_species[24]                               1.00       1.00
## Bpvalue_species[25]                               1.00       1.01
## Bpvalue_species[26]                               1.00       1.00
## Bpvalue_species[27]                               1.00       1.01
## Bpvalue_species[28]                               1.00       1.00
## Bpvalue_species[29]                               1.00       1.00
## Bpvalue_species[30]                               1.00       1.00
## Bpvalue_species[31]                               1.00       1.01
## Bpvalue_species[32]                               1.00       1.00
## Bpvalue_species[33]                               1.00       1.00
## Bpvalue_species[34]                               1.00       1.00
## Bpvalue_species[35]                               1.00       1.00
## Bpvalue_species[36]                               1.00       1.01
## Bpvalue_species[37]                               1.00       1.00
## Bpvalue_species[38]                               1.00       1.02
## Bpvalue_species[39]                               1.00       1.00
## Bpvalue_species[40]                               1.00       1.00
## Bpvalue_species[41]                               1.00       1.00
## Bpvalue_species[42]                               1.00       1.00
## Bpvalue_species[43]                               1.00       1.00
## Bpvalue_species[44]                               1.00       1.00
## Bpvalue_species[45]                               1.00       1.00
## Bpvalue_species[46]                               1.00       1.00
## Bpvalue_species[47]                               1.00       1.00
## Bpvalue_species[48]                               1.00       1.01
## Bpvalue_species[49]                               1.00       1.00
## Bpvalue_species[50]                               1.00       1.00
## Bpvalue_species[51]                               1.00       1.00
## Bpvalue_species[52]                               1.00       1.00
## Bpvalue_species[53]                               1.00       1.00
## Bpvalue_species[54]                               1.00       1.00
## Bpvalue_species[55]                               1.00       1.00
## Bpvalue_species[56]                               1.00       1.00
## Bpvalue_species[57]                               1.00       1.00
## Bpvalue_species[58]                               1.00       1.00
## Bpvalue_species[59]                               1.00       1.00
## Bpvalue_species[60]                               1.00       1.00
## Bpvalue_species[61]                               1.00       1.00
## Bpvalue_species[62]                               1.00       1.00
## Bpvalue_species[63]                               1.00       1.00
## Bpvalue_species[64]                               1.00       1.01
## Bpvalue_species[65]                               1.00       1.00
## Bpvalue_species[66]                               1.00       1.00
## Bpvalue_species[67]                               1.00       1.00
## Bpvalue_species[68]                               1.00       1.00
## Bpvalue_species[69]                               1.00       1.00
## Bpvalue_species[70]                               1.00       1.00
## Bpvalue_species[71]                               1.00       1.00
## Bpvalue_species[72]                               1.00       1.00
## Bpvalue_species[73]                               1.00       1.01
## Bpvalue_species[74]                               1.00       1.01
## Bpvalue_species[75]                               1.00       1.00
## Bpvalue_species[76]                               1.00       1.01
## Bpvalue_species[77]                               1.00       1.00
## Bpvalue_species[78]                               1.00       1.00
## Bpvalue_species[79]                               1.00       1.01
## Bpvalue_species[80]                               1.00       1.00
## Bpvalue_species[81]                               1.00       1.00
## Bpvalue_species[82]                               1.00       1.00
## Bpvalue_species[83]                               1.00       1.01
## Bpvalue_species[84]                               1.00       1.00
## Bpvalue_species[85]                               1.00       1.00
## Bpvalue_species[86]                               1.00       1.00
## Bpvalue_species[87]                               1.00       1.00
## Bpvalue_species[88]                               1.00       1.00
## Bpvalue_species[89]                               1.00       1.01
## Bpvalue_species[90]                               1.00       1.01
## Bpvalue_species[91]                               1.00       1.00
## Bpvalue_species[92]                               1.00       1.00
## Bpvalue_species[93]                               1.00       1.00
## Bpvalue_species[94]                               1.00       1.00
## Bpvalue_species[95]                               1.00       1.00
## Bpvalue_species[96]                               1.00       1.00
## Bpvalue_species[97]                               1.00       1.00
## Bpvalue_species[98]                               1.00       1.01
## Bpvalue_species[99]                               1.00       1.00
## Bpvalue_species[100]                              1.00       1.00
## Bpvalue_species[101]                              1.00       1.00
## Bpvalue_species[102]                              1.00       1.00
## Bpvalue_species[103]                              1.00       1.00
## Bpvalue_species[104]                              1.00       1.00
## Bpvalue_species[105]                              1.00       1.00
## Bpvalue_species[106]                              1.00       1.00
## Bpvalue_species[107]                              1.00       1.01
## Bpvalue_species[108]                              1.00       1.00
## Bpvalue_species[109]                              1.00       1.00
## Bpvalue_species[110]                              1.00       1.00
## Bpvalue_species[111]                              1.00       1.00
## Bpvalue_species[112]                              1.00       1.00
## Bpvalue_species[113]                              1.00       1.00
## Bpvalue_species[114]                              1.00       1.00
## Bpvalue_species[115]                              1.00       1.00
## Bpvalue_species[116]                              1.00       1.00
## Bpvalue_species[117]                              1.00       1.00
## Bpvalue_species[118]                              1.00       1.00
## Bpvalue_species[119]                              1.00       1.01
## Bpvalue_species[120]                              1.00       1.00
## Bpvalue_species[121]                              1.00       1.00
## Bpvalue_species[122]                              1.00       1.00
## Bpvalue_species[123]                              1.00       1.00
## Bpvalue_species[124]                              1.00       1.00
## Bpvalue_species[125]                              1.00       1.00
## Bpvalue_species[126]                              1.00       1.00
## Bpvalue_species[127]                              1.00       1.00
## Bpvalue_species[128]                              1.00       1.00
## Bpvalue_species[129]                              1.00       1.00
## Bpvalue_species[130]                              1.00       1.00
## Bpvalue_species[131]                              1.00       1.00
## Bpvalue_species[132]                              1.00       1.00
## Bpvalue_species[133]                              1.00       1.00
## Bpvalue_species[134]                              1.00       1.00
## Bpvalue_species[135]                              1.00       1.00
## Bpvalue_species[136]                              1.00       1.00
## Bpvalue_species[137]                              1.00       1.00
## Bpvalue_species[138]                              1.00       1.00
## Bpvalue_species[139]                              1.00       1.00
## Bpvalue_species[140]                              1.00       1.00
## Bpvalue_species[141]                              1.00       1.00
## Bpvalue_species[142]                              1.00       1.00
## Bpvalue_species[143]                              1.00       1.00
## Bpvalue_species[144]                              1.00       1.00
## Bpvalue_species[145]                              1.00       1.00
## Bpvalue_species[146]                              1.00       1.00
## Bpvalue_species[147]                              1.00       1.00
## Bpvalue_species[148]                              1.00       1.00
## Bpvalue_species[149]                              1.00       1.00
## Bpvalue_species[150]                              1.00       1.00
## Bpvalue_species[151]                              1.00       1.00
## Bpvalue_species[152]                              1.00       1.00
## Bpvalue_species[153]                              1.00       1.00
## Bpvalue_species[154]                              1.00       1.00
## Bpvalue_species[155]                              1.00       1.00
## Bpvalue_species[156]                              1.00       1.00
## Bpvalue_species[157]                              1.00       1.00
## Bpvalue_species[158]                              1.00       1.00
## Bpvalue_species[159]                              1.00       1.00
## Bpvalue_species[160]                              1.00       1.00
## Bpvalue_species[161]                              1.00       1.00
## Bpvalue_species[162]                              1.00       1.00
## Bpvalue_species[163]                              1.00       1.00
## Bpvalue_species[164]                              1.00       1.00
## Bpvalue_species[165]                              1.00       1.00
## Bpvalue_species[166]                              1.00       1.00
## Bpvalue_species[167]                              1.00       1.00
## Bpvalue_species[168]                              1.00       1.00
## Bpvalue_species[169]                              1.00       1.00
## Bpvalue_species[170]                              1.00       1.00
## Bpvalue_species[171]                              1.01       1.02
## Bpvalue_species[172]                              1.00       1.01
## Bpvalue_species[173]                              1.00       1.00
## Bpvalue_species[174]                              1.00       1.00
## Bpvalue_species[175]                              1.00       1.00
## Bpvalue_species[176]                              1.00       1.00
## Bpvalue_species[177]                              1.00       1.00
## Bpvalue_species[178]                              1.00       1.00
## Bpvalue_species[179]                              1.00       1.00
## Bpvalue_species[180]                              1.00       1.00
## Bpvalue_species[181]                              1.00       1.00
## Bpvalue_species[182]                              1.00       1.00
## Bpvalue_species[183]                              1.00       1.00
## Bpvalue_species[184]                              1.00       1.00
## Bpvalue_species[185]                              1.00       1.00
## Bpvalue_species[186]                              1.00       1.00
## Bpvalue_species[187]                              1.00       1.00
## Bpvalue_species[188]                              1.00       1.01
## Bpvalue_species[189]                              1.00       1.00
## Bpvalue_species[190]                              1.00       1.00
## Bpvalue_species[191]                              1.00       1.00
## Bpvalue_species[192]                              1.00       1.00
## Bpvalue_species[193]                              1.00       1.00
## Bpvalue_species[194]                              1.00       1.00
## Bpvalue_species[195]                              1.00       1.00
## Bpvalue_species[196]                              1.00       1.00
## Bpvalue_species[197]                              1.00       1.00
## Bpvalue_species[198]                              1.00       1.00
## Bpvalue_species[199]                              1.00       1.00
## Bpvalue_species[200]                              1.00       1.00
## Bpvalue_species[201]                              1.00       1.00
## Bpvalue_species[202]                              1.00       1.00
## Bpvalue_species[203]                              1.00       1.00
## Bpvalue_species[204]                              1.00       1.00
## Bpvalue_species[205]                              1.00       1.00
## Nspecies                                           NaN        NaN
## Nspecies_sistema[1]                               1.00       1.01
## Nspecies_sistema[2]                               1.00       1.01
## Nspecies_sistema[3]                               1.00       1.00
## Nspecies_sistema[4]                               1.00       1.00
## R2[1]                                             1.00       1.00
## R2[2]                                             1.00       1.00
## R2[3]                                             1.00       1.00
## R2[4]                                             1.00       1.00
## R2[5]                                             1.00       1.00
## R2[6]                                             1.00       1.00
## R2[7]                                             1.00       1.00
## R2[8]                                             1.00       1.01
## R2[9]                                             1.00       1.01
## R2[10]                                            1.00       1.00
## R2[11]                                            1.00       1.00
## R2[12]                                            1.00       1.00
## R2[13]                                            1.00       1.00
## R2[14]                                            1.00       1.00
## R2[15]                                            1.00       1.00
## R2[16]                                            1.00       1.00
## R2[17]                                            1.00       1.00
## R2[18]                                            1.00       1.00
## R2[19]                                            1.00       1.00
## R2[20]                                            1.00       1.00
## R2[21]                                            1.00       1.00
## R2[22]                                            1.00       1.00
## R2[23]                                            1.00       1.00
## R2[24]                                            1.00       1.00
## R2[25]                                            1.00       1.00
## R2[26]                                            1.00       1.01
## R2[27]                                            1.00       1.00
## R2[28]                                            1.00       1.00
## R2[29]                                            1.00       1.00
## R2[30]                                            1.00       1.00
## R2[31]                                            1.00       1.00
## R2[32]                                            1.00       1.00
## R2[33]                                            1.00       1.00
## R2[34]                                            1.00       1.00
## R2[35]                                            1.00       1.00
## R2[36]                                            1.00       1.01
## R2[37]                                            1.01       1.02
## R2[38]                                            1.00       1.00
## R2[39]                                            1.00       1.00
## R2[40]                                            1.00       1.00
## R2[41]                                            1.00       1.00
## R2[42]                                            1.00       1.00
## R2[43]                                            1.00       1.00
## R2[44]                                            1.00       1.00
## R2[45]                                            1.00       1.00
## R2[46]                                            1.00       1.01
## R2[47]                                            1.00       1.00
## R2[48]                                            1.00       1.00
## R2[49]                                            1.00       1.00
## R2[50]                                            1.00       1.00
## R2[51]                                            1.00       1.00
## R2[52]                                            1.00       1.01
## R2[53]                                            1.00       1.00
## R2[54]                                            1.00       1.00
## R2[55]                                            1.00       1.00
## R2[56]                                            1.00       1.00
## R2[57]                                            1.00       1.00
## R2[58]                                            1.00       1.00
## R2[59]                                            1.00       1.00
## R2[60]                                            1.00       1.00
## R2[61]                                            1.00       1.00
## R2[62]                                            1.00       1.00
## R2[63]                                            1.00       1.00
## R2[64]                                            1.00       1.00
## R2[65]                                            1.00       1.00
## R2[66]                                            1.00       1.00
## R2[67]                                            1.00       1.00
## R2[68]                                            1.00       1.01
## R2[69]                                            1.00       1.00
## R2[70]                                            1.00       1.00
## R2[71]                                            1.00       1.01
## R2[72]                                            1.00       1.00
## R2[73]                                            1.00       1.00
## R2[74]                                            1.00       1.00
## R2[75]                                            1.00       1.00
## R2[76]                                            1.00       1.00
## R2[77]                                            1.00       1.00
## R2[78]                                            1.00       1.01
## R2[79]                                            1.00       1.01
## R2[80]                                            1.00       1.00
## R2[81]                                            1.00       1.00
## R2[82]                                            1.00       1.00
## R2[83]                                            1.00       1.00
## R2[84]                                            1.00       1.00
## R2[85]                                            1.00       1.00
## R2[86]                                            1.00       1.00
## R2[87]                                            1.00       1.00
## R2[88]                                            1.00       1.00
## R2[89]                                            1.00       1.00
## R2[90]                                            1.00       1.00
## R2[91]                                            1.00       1.00
## R2[92]                                            1.01       1.02
## R2[93]                                            1.00       1.00
## R2[94]                                            1.00       1.00
## R2[95]                                            1.00       1.00
## R2[96]                                            1.00       1.00
## R2[97]                                            1.00       1.01
## R2[98]                                            1.00       1.00
## R2[99]                                            1.00       1.00
## R2[100]                                           1.00       1.01
## R2[101]                                           1.00       1.00
## R2[102]                                           1.00       1.00
## R2[103]                                           1.00       1.00
## R2[104]                                           1.00       1.01
## R2[105]                                           1.00       1.00
## R2[106]                                           1.00       1.00
## R2[107]                                           1.00       1.00
## R2[108]                                           1.00       1.00
## R2[109]                                           1.00       1.00
## R2[110]                                           1.00       1.00
## R2[111]                                           1.00       1.01
## R2[112]                                           1.00       1.00
## R2[113]                                           1.00       1.01
## R2[114]                                           1.00       1.00
## R2[115]                                           1.00       1.00
## R2[116]                                           1.00       1.00
## R2[117]                                           1.00       1.00
## R2[118]                                           1.00       1.01
## R2[119]                                           1.00       1.00
## R2[120]                                           1.00       1.00
## R2[121]                                           1.00       1.00
## R2[122]                                           1.00       1.01
## R2[123]                                           1.00       1.00
## R2[124]                                           1.00       1.00
## R2[125]                                           1.00       1.00
## R2[126]                                           1.00       1.01
## R2[127]                                           1.00       1.00
## R2[128]                                           1.00       1.00
## R2[129]                                           1.00       1.00
## R2[130]                                           1.00       1.01
## R2[131]                                           1.00       1.00
## R2[132]                                           1.00       1.00
## R2[133]                                           1.00       1.00
## R2[134]                                           1.00       1.00
## R2[135]                                           1.00       1.00
## R2[136]                                           1.00       1.00
## R2[137]                                           1.00       1.00
## R2[138]                                           1.00       1.01
## R2[139]                                           1.00       1.00
## R2[140]                                           1.00       1.00
## R2[141]                                           1.00       1.00
## R2[142]                                           1.00       1.00
## R2[143]                                           1.00       1.00
## R2[144]                                           1.00       1.00
## R2[145]                                           1.00       1.00
## R2[146]                                           1.00       1.00
## R2[147]                                           1.00       1.00
## R2[148]                                           1.00       1.01
## R2[149]                                           1.00       1.00
## R2[150]                                           1.00       1.00
## R2[151]                                           1.00       1.01
## R2[152]                                           1.00       1.00
## R2[153]                                           1.00       1.00
## R2[154]                                           1.00       1.01
## R2[155]                                           1.00       1.00
## R2[156]                                           1.00       1.00
## R2[157]                                           1.00       1.00
## R2[158]                                           1.00       1.01
## R2[159]                                           1.00       1.01
## R2[160]                                           1.00       1.00
## R2[161]                                           1.00       1.00
## R2[162]                                           1.00       1.01
## R2[163]                                           1.00       1.00
## R2[164]                                           1.00       1.01
## R2[165]                                           1.00       1.00
## R2[166]                                           1.00       1.01
## R2[167]                                           1.00       1.00
## R2[168]                                           1.00       1.00
## R2[169]                                           1.00       1.00
## R2[170]                                           1.00       1.00
## R2[171]                                           1.00       1.00
## R2[172]                                           1.00       1.01
## R2[173]                                           1.00       1.01
## R2[174]                                           1.00       1.00
## R2[175]                                           1.00       1.00
## R2[176]                                           1.00       1.00
## R2[177]                                           1.00       1.00
## R2[178]                                           1.00       1.00
## R2[179]                                           1.00       1.00
## R2[180]                                           1.00       1.00
## R2[181]                                           1.00       1.00
## R2[182]                                           1.00       1.00
## R2[183]                                           1.00       1.00
## R2[184]                                           1.00       1.00
## R2[185]                                           1.00       1.00
## R2[186]                                           1.00       1.00
## R2[187]                                           1.00       1.00
## R2[188]                                           1.00       1.00
## R2[189]                                           1.00       1.00
## R2[190]                                           1.00       1.01
## R2[191]                                           1.00       1.00
## R2[192]                                           1.00       1.00
## R2[193]                                           1.00       1.01
## R2[194]                                           1.00       1.01
## R2[195]                                           1.00       1.00
## R2[196]                                           1.00       1.00
## R2[197]                                           1.00       1.01
## R2[198]                                           1.00       1.00
## R2[199]                                           1.00       1.00
## R2[200]                                           1.00       1.00
## R2[201]                                           1.00       1.00
## R2[202]                                           1.00       1.00
## R2[203]                                           1.00       1.00
## R2[204]                                           1.00       1.00
## R2[205]                                           1.00       1.00
## R3                                                1.00       1.00
## alpha.obs.ranef.cont.hour_day[1]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[2]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[3]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[4]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[5]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[6]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[7]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[8]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[9]                  1.00       1.00
## alpha.obs.ranef.cont.hour_day[10]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[11]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[12]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[13]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[14]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[15]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[16]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[17]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[18]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[19]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[20]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[21]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[22]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[23]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[24]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[25]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[26]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[27]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[28]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[29]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[30]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[31]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[32]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[33]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[34]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[35]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[36]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[37]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[38]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[39]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[40]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[41]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[42]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[43]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[44]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[45]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[46]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[47]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[48]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[49]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[50]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[51]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[52]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[53]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[54]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[55]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[56]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[57]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[58]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[59]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[60]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[61]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[62]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[63]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[64]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[65]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[66]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[67]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[68]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[69]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[70]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[71]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[72]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[73]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[74]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[75]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[76]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[77]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[78]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[79]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[80]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[81]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[82]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[83]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[84]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[85]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[86]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[87]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[88]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[89]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[90]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[91]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[92]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[93]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[94]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[95]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[96]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[97]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[98]                 1.00       1.00
## alpha.obs.ranef.cont.hour_day[99]                 1.00       1.01
## alpha.obs.ranef.cont.hour_day[100]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[101]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[102]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[103]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[104]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[105]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[106]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[107]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[108]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[109]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[110]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[111]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[112]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[113]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[114]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[115]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[116]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[117]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[118]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[119]                1.00       1.02
## alpha.obs.ranef.cont.hour_day[120]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[121]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[122]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[123]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[124]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[125]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[126]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[127]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[128]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[129]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[130]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[131]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[132]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[133]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[134]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[135]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[136]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[137]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[138]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[139]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[140]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[141]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[142]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[143]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[144]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[145]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[146]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[147]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[148]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[149]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[150]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[151]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[152]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[153]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[154]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[155]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[156]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[157]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[158]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[159]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[160]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[161]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[162]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[163]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[164]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[165]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[166]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[167]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[168]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[169]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[170]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[171]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[172]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[173]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[174]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[175]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[176]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[177]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[178]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[179]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[180]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[181]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[182]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[183]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[184]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[185]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[186]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[187]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[188]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[189]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[190]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[191]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[192]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[193]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[194]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[195]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[196]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[197]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[198]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[199]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[200]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[201]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[202]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[203]                1.00       1.01
## alpha.obs.ranef.cont.hour_day[204]                1.00       1.00
## alpha.obs.ranef.cont.hour_day[205]                1.00       1.00
## alpha.obs.ranef.cont.hour_day.mean                1.00       1.00
## alpha.obs.ranef.cont.hour_day.sigma               1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[1]          1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[2]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[3]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[4]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[5]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[6]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[7]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[8]          1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[9]          1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[10]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[11]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[12]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[13]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[14]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[15]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[16]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[17]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[18]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[19]         1.00       1.02
## alpha.obs.ranef.cont.hour_day_squared[20]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[21]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[22]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[23]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[24]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[25]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[26]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[27]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[28]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[29]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[30]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[31]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[32]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[33]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[34]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[35]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[36]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[37]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[38]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[39]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[40]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[41]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[42]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[43]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[44]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[45]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[46]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[47]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[48]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[49]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[50]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[51]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[52]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[53]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[54]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[55]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[56]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[57]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[58]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[59]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[60]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[61]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[62]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[63]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[64]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[65]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[66]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[67]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[68]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[69]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[70]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[71]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[72]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[73]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[74]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[75]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[76]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[77]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[78]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[79]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[80]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[81]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[82]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[83]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[84]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[85]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[86]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[87]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[88]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[89]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[90]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[91]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[92]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[93]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[94]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[95]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[96]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[97]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[98]         1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[99]         1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[100]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[101]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[102]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[103]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[104]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[105]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[106]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[107]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[108]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[109]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[110]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[111]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[112]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[113]        1.00       1.02
## alpha.obs.ranef.cont.hour_day_squared[114]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[115]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[116]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[117]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[118]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[119]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[120]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[121]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[122]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[123]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[124]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[125]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[126]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[127]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[128]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[129]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[130]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[131]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[132]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[133]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[134]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[135]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[136]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[137]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[138]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[139]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[140]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[141]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[142]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[143]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[144]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[145]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[146]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[147]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[148]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[149]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[150]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[151]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[152]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[153]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[154]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[155]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[156]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[157]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[158]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[159]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[160]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[161]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[162]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[163]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[164]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[165]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[166]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[167]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[168]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[169]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[170]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[171]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[172]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[173]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[174]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[175]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[176]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[177]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[178]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[179]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[180]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[181]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[182]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[183]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[184]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[185]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[186]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[187]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[188]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[189]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[190]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[191]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[192]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[193]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[194]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[195]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[196]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[197]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[198]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[199]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[200]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[201]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[202]        1.00       1.01
## alpha.obs.ranef.cont.hour_day_squared[203]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[204]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared[205]        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared.mean        1.00       1.00
## alpha.obs.ranef.cont.hour_day_squared.sigma       1.00       1.00
## alpha.obs.ranef.cont.rain[1]                      1.00       1.00
## alpha.obs.ranef.cont.rain[2]                      1.00       1.00
## alpha.obs.ranef.cont.rain[3]                      1.00       1.00
## alpha.obs.ranef.cont.rain[4]                      1.00       1.00
## alpha.obs.ranef.cont.rain[5]                      1.00       1.00
## alpha.obs.ranef.cont.rain[6]                      1.00       1.00
## alpha.obs.ranef.cont.rain[7]                      1.00       1.00
## alpha.obs.ranef.cont.rain[8]                      1.00       1.01
## alpha.obs.ranef.cont.rain[9]                      1.00       1.00
## alpha.obs.ranef.cont.rain[10]                     1.00       1.00
## alpha.obs.ranef.cont.rain[11]                     1.00       1.00
## alpha.obs.ranef.cont.rain[12]                     1.00       1.00
## alpha.obs.ranef.cont.rain[13]                     1.00       1.00
## alpha.obs.ranef.cont.rain[14]                     1.00       1.00
## alpha.obs.ranef.cont.rain[15]                     1.00       1.00
## alpha.obs.ranef.cont.rain[16]                     1.00       1.01
## alpha.obs.ranef.cont.rain[17]                     1.00       1.00
## alpha.obs.ranef.cont.rain[18]                     1.00       1.01
## alpha.obs.ranef.cont.rain[19]                     1.00       1.00
## alpha.obs.ranef.cont.rain[20]                     1.00       1.00
## alpha.obs.ranef.cont.rain[21]                     1.00       1.01
## alpha.obs.ranef.cont.rain[22]                     1.00       1.00
## alpha.obs.ranef.cont.rain[23]                     1.00       1.00
## alpha.obs.ranef.cont.rain[24]                     1.00       1.00
## alpha.obs.ranef.cont.rain[25]                     1.00       1.00
## alpha.obs.ranef.cont.rain[26]                     1.00       1.01
## alpha.obs.ranef.cont.rain[27]                     1.00       1.00
## alpha.obs.ranef.cont.rain[28]                     1.00       1.00
## alpha.obs.ranef.cont.rain[29]                     1.00       1.00
## alpha.obs.ranef.cont.rain[30]                     1.00       1.00
## alpha.obs.ranef.cont.rain[31]                     1.00       1.01
## alpha.obs.ranef.cont.rain[32]                     1.00       1.00
## alpha.obs.ranef.cont.rain[33]                     1.00       1.00
## alpha.obs.ranef.cont.rain[34]                     1.00       1.00
## alpha.obs.ranef.cont.rain[35]                     1.00       1.01
## alpha.obs.ranef.cont.rain[36]                     1.00       1.00
## alpha.obs.ranef.cont.rain[37]                     1.00       1.00
## alpha.obs.ranef.cont.rain[38]                     1.00       1.00
## alpha.obs.ranef.cont.rain[39]                     1.00       1.00
## alpha.obs.ranef.cont.rain[40]                     1.00       1.01
## alpha.obs.ranef.cont.rain[41]                     1.00       1.00
## alpha.obs.ranef.cont.rain[42]                     1.00       1.00
## alpha.obs.ranef.cont.rain[43]                     1.00       1.00
## alpha.obs.ranef.cont.rain[44]                     1.00       1.00
## alpha.obs.ranef.cont.rain[45]                     1.00       1.00
## alpha.obs.ranef.cont.rain[46]                     1.00       1.00
## alpha.obs.ranef.cont.rain[47]                     1.00       1.00
## alpha.obs.ranef.cont.rain[48]                     1.00       1.00
## alpha.obs.ranef.cont.rain[49]                     1.00       1.00
## alpha.obs.ranef.cont.rain[50]                     1.00       1.01
## alpha.obs.ranef.cont.rain[51]                     1.00       1.00
## alpha.obs.ranef.cont.rain[52]                     1.00       1.00
## alpha.obs.ranef.cont.rain[53]                     1.00       1.00
## alpha.obs.ranef.cont.rain[54]                     1.00       1.00
## alpha.obs.ranef.cont.rain[55]                     1.00       1.00
## alpha.obs.ranef.cont.rain[56]                     1.00       1.00
## alpha.obs.ranef.cont.rain[57]                     1.00       1.00
## alpha.obs.ranef.cont.rain[58]                     1.00       1.00
## alpha.obs.ranef.cont.rain[59]                     1.00       1.00
## alpha.obs.ranef.cont.rain[60]                     1.00       1.00
## alpha.obs.ranef.cont.rain[61]                     1.00       1.00
## alpha.obs.ranef.cont.rain[62]                     1.00       1.00
## alpha.obs.ranef.cont.rain[63]                     1.00       1.00
## alpha.obs.ranef.cont.rain[64]                     1.00       1.00
## alpha.obs.ranef.cont.rain[65]                     1.00       1.00
## alpha.obs.ranef.cont.rain[66]                     1.00       1.00
## alpha.obs.ranef.cont.rain[67]                     1.00       1.00
## alpha.obs.ranef.cont.rain[68]                     1.00       1.00
## alpha.obs.ranef.cont.rain[69]                     1.00       1.00
## alpha.obs.ranef.cont.rain[70]                     1.00       1.00
## alpha.obs.ranef.cont.rain[71]                     1.00       1.00
## alpha.obs.ranef.cont.rain[72]                     1.00       1.00
## alpha.obs.ranef.cont.rain[73]                     1.00       1.00
## alpha.obs.ranef.cont.rain[74]                     1.00       1.01
## alpha.obs.ranef.cont.rain[75]                     1.00       1.00
## alpha.obs.ranef.cont.rain[76]                     1.00       1.00
## alpha.obs.ranef.cont.rain[77]                     1.00       1.00
## alpha.obs.ranef.cont.rain[78]                     1.00       1.00
## alpha.obs.ranef.cont.rain[79]                     1.00       1.00
## alpha.obs.ranef.cont.rain[80]                     1.00       1.00
## alpha.obs.ranef.cont.rain[81]                     1.00       1.00
## alpha.obs.ranef.cont.rain[82]                     1.00       1.00
## alpha.obs.ranef.cont.rain[83]                     1.00       1.00
## alpha.obs.ranef.cont.rain[84]                     1.00       1.01
## alpha.obs.ranef.cont.rain[85]                     1.00       1.00
## alpha.obs.ranef.cont.rain[86]                     1.00       1.00
## alpha.obs.ranef.cont.rain[87]                     1.00       1.00
## alpha.obs.ranef.cont.rain[88]                     1.00       1.01
## alpha.obs.ranef.cont.rain[89]                     1.00       1.01
## alpha.obs.ranef.cont.rain[90]                     1.00       1.00
## alpha.obs.ranef.cont.rain[91]                     1.00       1.01
## alpha.obs.ranef.cont.rain[92]                     1.00       1.00
## alpha.obs.ranef.cont.rain[93]                     1.00       1.00
## alpha.obs.ranef.cont.rain[94]                     1.00       1.00
## alpha.obs.ranef.cont.rain[95]                     1.00       1.00
## alpha.obs.ranef.cont.rain[96]                     1.00       1.00
## alpha.obs.ranef.cont.rain[97]                     1.00       1.01
## alpha.obs.ranef.cont.rain[98]                     1.00       1.00
## alpha.obs.ranef.cont.rain[99]                     1.00       1.00
## alpha.obs.ranef.cont.rain[100]                    1.00       1.00
## alpha.obs.ranef.cont.rain[101]                    1.00       1.00
## alpha.obs.ranef.cont.rain[102]                    1.00       1.00
## alpha.obs.ranef.cont.rain[103]                    1.00       1.00
## alpha.obs.ranef.cont.rain[104]                    1.00       1.00
## alpha.obs.ranef.cont.rain[105]                    1.00       1.00
## alpha.obs.ranef.cont.rain[106]                    1.00       1.00
## alpha.obs.ranef.cont.rain[107]                    1.00       1.01
## alpha.obs.ranef.cont.rain[108]                    1.00       1.00
## alpha.obs.ranef.cont.rain[109]                    1.00       1.00
## alpha.obs.ranef.cont.rain[110]                    1.00       1.01
## alpha.obs.ranef.cont.rain[111]                    1.00       1.00
## alpha.obs.ranef.cont.rain[112]                    1.00       1.00
## alpha.obs.ranef.cont.rain[113]                    1.00       1.00
## alpha.obs.ranef.cont.rain[114]                    1.00       1.00
## alpha.obs.ranef.cont.rain[115]                    1.00       1.00
## alpha.obs.ranef.cont.rain[116]                    1.00       1.00
## alpha.obs.ranef.cont.rain[117]                    1.00       1.00
## alpha.obs.ranef.cont.rain[118]                    1.00       1.00
## alpha.obs.ranef.cont.rain[119]                    1.00       1.00
## alpha.obs.ranef.cont.rain[120]                    1.00       1.00
## alpha.obs.ranef.cont.rain[121]                    1.00       1.00
## alpha.obs.ranef.cont.rain[122]                    1.00       1.00
## alpha.obs.ranef.cont.rain[123]                    1.00       1.00
## alpha.obs.ranef.cont.rain[124]                    1.00       1.00
## alpha.obs.ranef.cont.rain[125]                    1.00       1.01
## alpha.obs.ranef.cont.rain[126]                    1.00       1.02
## alpha.obs.ranef.cont.rain[127]                    1.00       1.00
## alpha.obs.ranef.cont.rain[128]                    1.00       1.00
## alpha.obs.ranef.cont.rain[129]                    1.00       1.00
## alpha.obs.ranef.cont.rain[130]                    1.00       1.00
## alpha.obs.ranef.cont.rain[131]                    1.00       1.00
## alpha.obs.ranef.cont.rain[132]                    1.00       1.00
## alpha.obs.ranef.cont.rain[133]                    1.00       1.00
## alpha.obs.ranef.cont.rain[134]                    1.00       1.00
## alpha.obs.ranef.cont.rain[135]                    1.00       1.00
## alpha.obs.ranef.cont.rain[136]                    1.00       1.00
## alpha.obs.ranef.cont.rain[137]                    1.00       1.01
## alpha.obs.ranef.cont.rain[138]                    1.00       1.00
## alpha.obs.ranef.cont.rain[139]                    1.00       1.00
## alpha.obs.ranef.cont.rain[140]                    1.00       1.00
## alpha.obs.ranef.cont.rain[141]                    1.00       1.00
## alpha.obs.ranef.cont.rain[142]                    1.00       1.01
## alpha.obs.ranef.cont.rain[143]                    1.00       1.00
## alpha.obs.ranef.cont.rain[144]                    1.00       1.00
## alpha.obs.ranef.cont.rain[145]                    1.00       1.00
## alpha.obs.ranef.cont.rain[146]                    1.00       1.01
## alpha.obs.ranef.cont.rain[147]                    1.00       1.00
## alpha.obs.ranef.cont.rain[148]                    1.00       1.00
## alpha.obs.ranef.cont.rain[149]                    1.00       1.00
## alpha.obs.ranef.cont.rain[150]                    1.00       1.01
## alpha.obs.ranef.cont.rain[151]                    1.00       1.00
## alpha.obs.ranef.cont.rain[152]                    1.00       1.00
## alpha.obs.ranef.cont.rain[153]                    1.00       1.01
## alpha.obs.ranef.cont.rain[154]                    1.00       1.00
## alpha.obs.ranef.cont.rain[155]                    1.00       1.00
## alpha.obs.ranef.cont.rain[156]                    1.00       1.00
## alpha.obs.ranef.cont.rain[157]                    1.00       1.01
## alpha.obs.ranef.cont.rain[158]                    1.00       1.00
## alpha.obs.ranef.cont.rain[159]                    1.00       1.01
## alpha.obs.ranef.cont.rain[160]                    1.00       1.00
## alpha.obs.ranef.cont.rain[161]                    1.00       1.00
## alpha.obs.ranef.cont.rain[162]                    1.00       1.00
## alpha.obs.ranef.cont.rain[163]                    1.00       1.00
## alpha.obs.ranef.cont.rain[164]                    1.00       1.00
## alpha.obs.ranef.cont.rain[165]                    1.00       1.01
## alpha.obs.ranef.cont.rain[166]                    1.00       1.00
## alpha.obs.ranef.cont.rain[167]                    1.00       1.00
## alpha.obs.ranef.cont.rain[168]                    1.00       1.01
## alpha.obs.ranef.cont.rain[169]                    1.00       1.00
## alpha.obs.ranef.cont.rain[170]                    1.00       1.00
## alpha.obs.ranef.cont.rain[171]                    1.00       1.00
## alpha.obs.ranef.cont.rain[172]                    1.00       1.00
## alpha.obs.ranef.cont.rain[173]                    1.00       1.00
## alpha.obs.ranef.cont.rain[174]                    1.00       1.00
## alpha.obs.ranef.cont.rain[175]                    1.00       1.00
## alpha.obs.ranef.cont.rain[176]                    1.00       1.00
## alpha.obs.ranef.cont.rain[177]                    1.00       1.00
## alpha.obs.ranef.cont.rain[178]                    1.00       1.00
## alpha.obs.ranef.cont.rain[179]                    1.00       1.00
## alpha.obs.ranef.cont.rain[180]                    1.00       1.00
## alpha.obs.ranef.cont.rain[181]                    1.00       1.00
## alpha.obs.ranef.cont.rain[182]                    1.00       1.00
## alpha.obs.ranef.cont.rain[183]                    1.00       1.00
## alpha.obs.ranef.cont.rain[184]                    1.00       1.00
## alpha.obs.ranef.cont.rain[185]                    1.00       1.01
## alpha.obs.ranef.cont.rain[186]                    1.00       1.00
## alpha.obs.ranef.cont.rain[187]                    1.00       1.00
## alpha.obs.ranef.cont.rain[188]                    1.00       1.00
## alpha.obs.ranef.cont.rain[189]                    1.00       1.00
## alpha.obs.ranef.cont.rain[190]                    1.00       1.01
## alpha.obs.ranef.cont.rain[191]                    1.00       1.00
## alpha.obs.ranef.cont.rain[192]                    1.00       1.00
## alpha.obs.ranef.cont.rain[193]                    1.00       1.00
## alpha.obs.ranef.cont.rain[194]                    1.00       1.00
## alpha.obs.ranef.cont.rain[195]                    1.00       1.00
## alpha.obs.ranef.cont.rain[196]                    1.00       1.00
## alpha.obs.ranef.cont.rain[197]                    1.00       1.00
## alpha.obs.ranef.cont.rain[198]                    1.00       1.00
## alpha.obs.ranef.cont.rain[199]                    1.00       1.00
## alpha.obs.ranef.cont.rain[200]                    1.00       1.01
## alpha.obs.ranef.cont.rain[201]                    1.00       1.00
## alpha.obs.ranef.cont.rain[202]                    1.00       1.00
## alpha.obs.ranef.cont.rain[203]                    1.00       1.00
## alpha.obs.ranef.cont.rain[204]                    1.00       1.00
## alpha.obs.ranef.cont.rain[205]                    1.00       1.00
## alpha.obs.ranef.cont.rain.mean                    1.00       1.00
## alpha.obs.ranef.cont.rain.sigma                   1.00       1.00
## alpha0[1]                                         1.00       1.00
## alpha0[2]                                         1.00       1.00
## alpha0[3]                                         1.00       1.00
## alpha0[4]                                         1.00       1.00
## alpha0[5]                                         1.00       1.01
## alpha0[6]                                         1.00       1.00
## alpha0[7]                                         1.00       1.00
## alpha0[8]                                         1.00       1.00
## alpha0[9]                                         1.00       1.00
## alpha0[10]                                        1.00       1.00
## alpha0[11]                                        1.00       1.00
## alpha0[12]                                        1.00       1.00
## alpha0[13]                                        1.00       1.00
## alpha0[14]                                        1.00       1.01
## alpha0[15]                                        1.00       1.01
## alpha0[16]                                        1.00       1.00
## alpha0[17]                                        1.00       1.00
## alpha0[18]                                        1.00       1.00
## alpha0[19]                                        1.00       1.00
## alpha0[20]                                        1.00       1.00
## alpha0[21]                                        1.00       1.00
## alpha0[22]                                        1.00       1.01
## alpha0[23]                                        1.00       1.00
## alpha0[24]                                        1.00       1.00
## alpha0[25]                                        1.00       1.00
## alpha0[26]                                        1.00       1.00
## alpha0[27]                                        1.00       1.00
## alpha0[28]                                        1.00       1.00
## alpha0[29]                                        1.00       1.00
## alpha0[30]                                        1.00       1.00
## alpha0[31]                                        1.00       1.00
## alpha0[32]                                        1.00       1.00
## alpha0[33]                                        1.00       1.00
## alpha0[34]                                        1.00       1.00
## alpha0[35]                                        1.00       1.00
## alpha0[36]                                        1.00       1.01
## alpha0[37]                                        1.00       1.01
## alpha0[38]                                        1.00       1.00
## alpha0[39]                                        1.00       1.00
## alpha0[40]                                        1.00       1.00
## alpha0[41]                                        1.00       1.01
## alpha0[42]                                        1.00       1.00
## alpha0[43]                                        1.00       1.00
## alpha0[44]                                        1.00       1.01
## alpha0[45]                                        1.00       1.00
## alpha0[46]                                        1.00       1.00
## alpha0[47]                                        1.00       1.00
## alpha0[48]                                        1.00       1.00
## alpha0[49]                                        1.00       1.00
## alpha0[50]                                        1.00       1.00
## alpha0[51]                                        1.00       1.00
## alpha0[52]                                        1.00       1.01
## alpha0[53]                                        1.00       1.00
## alpha0[54]                                        1.00       1.00
## alpha0[55]                                        1.00       1.01
## alpha0[56]                                        1.00       1.00
## alpha0[57]                                        1.00       1.00
## alpha0[58]                                        1.00       1.01
## alpha0[59]                                        1.00       1.00
## alpha0[60]                                        1.00       1.00
## alpha0[61]                                        1.00       1.00
## alpha0[62]                                        1.00       1.00
## alpha0[63]                                        1.00       1.00
## alpha0[64]                                        1.00       1.00
## alpha0[65]                                        1.00       1.00
## alpha0[66]                                        1.00       1.00
## alpha0[67]                                        1.00       1.00
## alpha0[68]                                        1.00       1.00
## alpha0[69]                                        1.00       1.00
## alpha0[70]                                        1.00       1.00
## alpha0[71]                                        1.00       1.01
## alpha0[72]                                        1.00       1.01
## alpha0[73]                                        1.00       1.01
## alpha0[74]                                        1.00       1.00
## alpha0[75]                                        1.00       1.00
## alpha0[76]                                        1.00       1.00
## alpha0[77]                                        1.00       1.01
## alpha0[78]                                        1.00       1.00
## alpha0[79]                                        1.00       1.01
## alpha0[80]                                        1.00       1.01
## alpha0[81]                                        1.00       1.00
## alpha0[82]                                        1.00       1.00
## alpha0[83]                                        1.00       1.00
## alpha0[84]                                        1.00       1.01
## alpha0[85]                                        1.00       1.01
## alpha0[86]                                        1.00       1.00
## alpha0[87]                                        1.00       1.00
## alpha0[88]                                        1.00       1.00
## alpha0[89]                                        1.00       1.00
## alpha0[90]                                        1.00       1.00
## alpha0[91]                                        1.00       1.00
## alpha0[92]                                        1.00       1.00
## alpha0[93]                                        1.00       1.00
## alpha0[94]                                        1.00       1.00
## alpha0[95]                                        1.00       1.01
## alpha0[96]                                        1.00       1.00
## alpha0[97]                                        1.00       1.00
## alpha0[98]                                        1.00       1.00
## alpha0[99]                                        1.00       1.00
## alpha0[100]                                       1.00       1.00
## alpha0[101]                                       1.00       1.00
## alpha0[102]                                       1.00       1.00
## alpha0[103]                                       1.00       1.00
## alpha0[104]                                       1.00       1.00
## alpha0[105]                                       1.00       1.00
## alpha0[106]                                       1.00       1.00
## alpha0[107]                                       1.00       1.00
## alpha0[108]                                       1.00       1.01
## alpha0[109]                                       1.00       1.00
## alpha0[110]                                       1.00       1.00
## alpha0[111]                                       1.00       1.00
## alpha0[112]                                       1.00       1.00
## alpha0[113]                                       1.00       1.01
## alpha0[114]                                       1.00       1.00
## alpha0[115]                                       1.00       1.00
## alpha0[116]                                       1.00       1.00
## alpha0[117]                                       1.00       1.00
## alpha0[118]                                       1.00       1.00
## alpha0[119]                                       1.00       1.00
## alpha0[120]                                       1.00       1.00
## alpha0[121]                                       1.00       1.00
## alpha0[122]                                       1.00       1.00
## alpha0[123]                                       1.00       1.00
## alpha0[124]                                       1.00       1.00
## alpha0[125]                                       1.00       1.00
## alpha0[126]                                       1.00       1.00
## alpha0[127]                                       1.00       1.00
## alpha0[128]                                       1.00       1.00
## alpha0[129]                                       1.00       1.00
## alpha0[130]                                       1.00       1.00
## alpha0[131]                                       1.00       1.01
## alpha0[132]                                       1.00       1.00
## alpha0[133]                                       1.00       1.01
## alpha0[134]                                       1.00       1.00
## alpha0[135]                                       1.00       1.00
## alpha0[136]                                       1.00       1.00
## alpha0[137]                                       1.00       1.00
## alpha0[138]                                       1.00       1.01
## alpha0[139]                                       1.00       1.00
## alpha0[140]                                       1.00       1.00
## alpha0[141]                                       1.00       1.00
## alpha0[142]                                       1.00       1.01
## alpha0[143]                                       1.00       1.00
## alpha0[144]                                       1.00       1.00
## alpha0[145]                                       1.00       1.00
## alpha0[146]                                       1.00       1.00
## alpha0[147]                                       1.00       1.00
## alpha0[148]                                       1.00       1.01
## alpha0[149]                                       1.00       1.00
## alpha0[150]                                       1.00       1.00
## alpha0[151]                                       1.00       1.01
## alpha0[152]                                       1.00       1.01
## alpha0[153]                                       1.00       1.00
## alpha0[154]                                       1.00       1.00
## alpha0[155]                                       1.00       1.00
## alpha0[156]                                       1.00       1.00
## alpha0[157]                                       1.00       1.00
## alpha0[158]                                       1.00       1.00
## alpha0[159]                                       1.00       1.01
## alpha0[160]                                       1.00       1.00
## alpha0[161]                                       1.00       1.00
## alpha0[162]                                       1.00       1.00
## alpha0[163]                                       1.00       1.00
## alpha0[164]                                       1.00       1.00
## alpha0[165]                                       1.00       1.00
## alpha0[166]                                       1.00       1.01
## alpha0[167]                                       1.00       1.00
## alpha0[168]                                       1.00       1.00
## alpha0[169]                                       1.00       1.00
## alpha0[170]                                       1.00       1.00
## alpha0[171]                                       1.00       1.01
## alpha0[172]                                       1.00       1.00
## alpha0[173]                                       1.00       1.00
## alpha0[174]                                       1.00       1.00
## alpha0[175]                                       1.00       1.00
## alpha0[176]                                       1.00       1.00
## alpha0[177]                                       1.00       1.00
## alpha0[178]                                       1.00       1.00
## alpha0[179]                                       1.00       1.00
## alpha0[180]                                       1.00       1.00
## alpha0[181]                                       1.00       1.00
## alpha0[182]                                       1.00       1.00
## alpha0[183]                                       1.00       1.00
## alpha0[184]                                       1.00       1.00
## alpha0[185]                                       1.00       1.00
## alpha0[186]                                       1.00       1.00
## alpha0[187]                                       1.00       1.00
## alpha0[188]                                       1.00       1.00
## alpha0[189]                                       1.00       1.00
## alpha0[190]                                       1.00       1.00
## alpha0[191]                                       1.00       1.00
## alpha0[192]                                       1.00       1.00
## alpha0[193]                                       1.00       1.00
## alpha0[194]                                       1.00       1.00
## alpha0[195]                                       1.00       1.00
## alpha0[196]                                       1.00       1.00
## alpha0[197]                                       1.00       1.01
## alpha0[198]                                       1.00       1.00
## alpha0[199]                                       1.00       1.01
## alpha0[200]                                       1.00       1.00
## alpha0[201]                                       1.00       1.00
## alpha0[202]                                       1.00       1.00
## alpha0[203]                                       1.00       1.00
## alpha0[204]                                       1.00       1.00
## alpha0[205]                                       1.00       1.00
## alpha0.mean                                       1.00       1.01
## alpha0.sigma                                      1.00       1.01
## beta.ranef.categ.sistema[1,1]                      NaN        NaN
## beta.ranef.categ.sistema[2,1]                      NaN        NaN
## beta.ranef.categ.sistema[3,1]                      NaN        NaN
## beta.ranef.categ.sistema[4,1]                      NaN        NaN
## beta.ranef.categ.sistema[5,1]                      NaN        NaN
## beta.ranef.categ.sistema[6,1]                      NaN        NaN
## beta.ranef.categ.sistema[7,1]                      NaN        NaN
## beta.ranef.categ.sistema[8,1]                      NaN        NaN
## beta.ranef.categ.sistema[9,1]                      NaN        NaN
## beta.ranef.categ.sistema[10,1]                     NaN        NaN
## beta.ranef.categ.sistema[11,1]                     NaN        NaN
## beta.ranef.categ.sistema[12,1]                     NaN        NaN
## beta.ranef.categ.sistema[13,1]                     NaN        NaN
## beta.ranef.categ.sistema[14,1]                     NaN        NaN
## beta.ranef.categ.sistema[15,1]                     NaN        NaN
## beta.ranef.categ.sistema[16,1]                     NaN        NaN
## beta.ranef.categ.sistema[17,1]                     NaN        NaN
## beta.ranef.categ.sistema[18,1]                     NaN        NaN
## beta.ranef.categ.sistema[19,1]                     NaN        NaN
## beta.ranef.categ.sistema[20,1]                     NaN        NaN
## beta.ranef.categ.sistema[21,1]                     NaN        NaN
## beta.ranef.categ.sistema[22,1]                     NaN        NaN
## beta.ranef.categ.sistema[23,1]                     NaN        NaN
## beta.ranef.categ.sistema[24,1]                     NaN        NaN
## beta.ranef.categ.sistema[25,1]                     NaN        NaN
## beta.ranef.categ.sistema[26,1]                     NaN        NaN
## beta.ranef.categ.sistema[27,1]                     NaN        NaN
## beta.ranef.categ.sistema[28,1]                     NaN        NaN
## beta.ranef.categ.sistema[29,1]                     NaN        NaN
## beta.ranef.categ.sistema[30,1]                     NaN        NaN
## beta.ranef.categ.sistema[31,1]                     NaN        NaN
## beta.ranef.categ.sistema[32,1]                     NaN        NaN
## beta.ranef.categ.sistema[33,1]                     NaN        NaN
## beta.ranef.categ.sistema[34,1]                     NaN        NaN
## beta.ranef.categ.sistema[35,1]                     NaN        NaN
## beta.ranef.categ.sistema[36,1]                     NaN        NaN
## beta.ranef.categ.sistema[37,1]                     NaN        NaN
## beta.ranef.categ.sistema[38,1]                     NaN        NaN
## beta.ranef.categ.sistema[39,1]                     NaN        NaN
## beta.ranef.categ.sistema[40,1]                     NaN        NaN
## beta.ranef.categ.sistema[41,1]                     NaN        NaN
## beta.ranef.categ.sistema[42,1]                     NaN        NaN
## beta.ranef.categ.sistema[43,1]                     NaN        NaN
## beta.ranef.categ.sistema[44,1]                     NaN        NaN
## beta.ranef.categ.sistema[45,1]                     NaN        NaN
## beta.ranef.categ.sistema[46,1]                     NaN        NaN
## beta.ranef.categ.sistema[47,1]                     NaN        NaN
## beta.ranef.categ.sistema[48,1]                     NaN        NaN
## beta.ranef.categ.sistema[49,1]                     NaN        NaN
## beta.ranef.categ.sistema[50,1]                     NaN        NaN
## beta.ranef.categ.sistema[51,1]                     NaN        NaN
## beta.ranef.categ.sistema[52,1]                     NaN        NaN
## beta.ranef.categ.sistema[53,1]                     NaN        NaN
## beta.ranef.categ.sistema[54,1]                     NaN        NaN
## beta.ranef.categ.sistema[55,1]                     NaN        NaN
## beta.ranef.categ.sistema[56,1]                     NaN        NaN
## beta.ranef.categ.sistema[57,1]                     NaN        NaN
## beta.ranef.categ.sistema[58,1]                     NaN        NaN
## beta.ranef.categ.sistema[59,1]                     NaN        NaN
## beta.ranef.categ.sistema[60,1]                     NaN        NaN
## beta.ranef.categ.sistema[61,1]                     NaN        NaN
## beta.ranef.categ.sistema[62,1]                     NaN        NaN
## beta.ranef.categ.sistema[63,1]                     NaN        NaN
## beta.ranef.categ.sistema[64,1]                     NaN        NaN
## beta.ranef.categ.sistema[65,1]                     NaN        NaN
## beta.ranef.categ.sistema[66,1]                     NaN        NaN
## beta.ranef.categ.sistema[67,1]                     NaN        NaN
## beta.ranef.categ.sistema[68,1]                     NaN        NaN
## beta.ranef.categ.sistema[69,1]                     NaN        NaN
## beta.ranef.categ.sistema[70,1]                     NaN        NaN
## beta.ranef.categ.sistema[71,1]                     NaN        NaN
## beta.ranef.categ.sistema[72,1]                     NaN        NaN
## beta.ranef.categ.sistema[73,1]                     NaN        NaN
## beta.ranef.categ.sistema[74,1]                     NaN        NaN
## beta.ranef.categ.sistema[75,1]                     NaN        NaN
## beta.ranef.categ.sistema[76,1]                     NaN        NaN
## beta.ranef.categ.sistema[77,1]                     NaN        NaN
## beta.ranef.categ.sistema[78,1]                     NaN        NaN
## beta.ranef.categ.sistema[79,1]                     NaN        NaN
## beta.ranef.categ.sistema[80,1]                     NaN        NaN
## beta.ranef.categ.sistema[81,1]                     NaN        NaN
## beta.ranef.categ.sistema[82,1]                     NaN        NaN
## beta.ranef.categ.sistema[83,1]                     NaN        NaN
## beta.ranef.categ.sistema[84,1]                     NaN        NaN
## beta.ranef.categ.sistema[85,1]                     NaN        NaN
## beta.ranef.categ.sistema[86,1]                     NaN        NaN
## beta.ranef.categ.sistema[87,1]                     NaN        NaN
## beta.ranef.categ.sistema[88,1]                     NaN        NaN
## beta.ranef.categ.sistema[89,1]                     NaN        NaN
## beta.ranef.categ.sistema[90,1]                     NaN        NaN
## beta.ranef.categ.sistema[91,1]                     NaN        NaN
## beta.ranef.categ.sistema[92,1]                     NaN        NaN
## beta.ranef.categ.sistema[93,1]                     NaN        NaN
## beta.ranef.categ.sistema[94,1]                     NaN        NaN
## beta.ranef.categ.sistema[95,1]                     NaN        NaN
## beta.ranef.categ.sistema[96,1]                     NaN        NaN
## beta.ranef.categ.sistema[97,1]                     NaN        NaN
## beta.ranef.categ.sistema[98,1]                     NaN        NaN
## beta.ranef.categ.sistema[99,1]                     NaN        NaN
## beta.ranef.categ.sistema[100,1]                    NaN        NaN
## beta.ranef.categ.sistema[101,1]                    NaN        NaN
## beta.ranef.categ.sistema[102,1]                    NaN        NaN
## beta.ranef.categ.sistema[103,1]                    NaN        NaN
## beta.ranef.categ.sistema[104,1]                    NaN        NaN
## beta.ranef.categ.sistema[105,1]                    NaN        NaN
## beta.ranef.categ.sistema[106,1]                    NaN        NaN
## beta.ranef.categ.sistema[107,1]                    NaN        NaN
## beta.ranef.categ.sistema[108,1]                    NaN        NaN
## beta.ranef.categ.sistema[109,1]                    NaN        NaN
## beta.ranef.categ.sistema[110,1]                    NaN        NaN
## beta.ranef.categ.sistema[111,1]                    NaN        NaN
## beta.ranef.categ.sistema[112,1]                    NaN        NaN
## beta.ranef.categ.sistema[113,1]                    NaN        NaN
## beta.ranef.categ.sistema[114,1]                    NaN        NaN
## beta.ranef.categ.sistema[115,1]                    NaN        NaN
## beta.ranef.categ.sistema[116,1]                    NaN        NaN
## beta.ranef.categ.sistema[117,1]                    NaN        NaN
## beta.ranef.categ.sistema[118,1]                    NaN        NaN
## beta.ranef.categ.sistema[119,1]                    NaN        NaN
## beta.ranef.categ.sistema[120,1]                    NaN        NaN
## beta.ranef.categ.sistema[121,1]                    NaN        NaN
## beta.ranef.categ.sistema[122,1]                    NaN        NaN
## beta.ranef.categ.sistema[123,1]                    NaN        NaN
## beta.ranef.categ.sistema[124,1]                    NaN        NaN
## beta.ranef.categ.sistema[125,1]                    NaN        NaN
## beta.ranef.categ.sistema[126,1]                    NaN        NaN
## beta.ranef.categ.sistema[127,1]                    NaN        NaN
## beta.ranef.categ.sistema[128,1]                    NaN        NaN
## beta.ranef.categ.sistema[129,1]                    NaN        NaN
## beta.ranef.categ.sistema[130,1]                    NaN        NaN
## beta.ranef.categ.sistema[131,1]                    NaN        NaN
## beta.ranef.categ.sistema[132,1]                    NaN        NaN
## beta.ranef.categ.sistema[133,1]                    NaN        NaN
## beta.ranef.categ.sistema[134,1]                    NaN        NaN
## beta.ranef.categ.sistema[135,1]                    NaN        NaN
## beta.ranef.categ.sistema[136,1]                    NaN        NaN
## beta.ranef.categ.sistema[137,1]                    NaN        NaN
## beta.ranef.categ.sistema[138,1]                    NaN        NaN
## beta.ranef.categ.sistema[139,1]                    NaN        NaN
## beta.ranef.categ.sistema[140,1]                    NaN        NaN
## beta.ranef.categ.sistema[141,1]                    NaN        NaN
## beta.ranef.categ.sistema[142,1]                    NaN        NaN
## beta.ranef.categ.sistema[143,1]                    NaN        NaN
## beta.ranef.categ.sistema[144,1]                    NaN        NaN
## beta.ranef.categ.sistema[145,1]                    NaN        NaN
## beta.ranef.categ.sistema[146,1]                    NaN        NaN
## beta.ranef.categ.sistema[147,1]                    NaN        NaN
## beta.ranef.categ.sistema[148,1]                    NaN        NaN
## beta.ranef.categ.sistema[149,1]                    NaN        NaN
## beta.ranef.categ.sistema[150,1]                    NaN        NaN
## beta.ranef.categ.sistema[151,1]                    NaN        NaN
## beta.ranef.categ.sistema[152,1]                    NaN        NaN
## beta.ranef.categ.sistema[153,1]                    NaN        NaN
## beta.ranef.categ.sistema[154,1]                    NaN        NaN
## beta.ranef.categ.sistema[155,1]                    NaN        NaN
## beta.ranef.categ.sistema[156,1]                    NaN        NaN
## beta.ranef.categ.sistema[157,1]                    NaN        NaN
## beta.ranef.categ.sistema[158,1]                    NaN        NaN
## beta.ranef.categ.sistema[159,1]                    NaN        NaN
## beta.ranef.categ.sistema[160,1]                    NaN        NaN
## beta.ranef.categ.sistema[161,1]                    NaN        NaN
## beta.ranef.categ.sistema[162,1]                    NaN        NaN
## beta.ranef.categ.sistema[163,1]                    NaN        NaN
## beta.ranef.categ.sistema[164,1]                    NaN        NaN
## beta.ranef.categ.sistema[165,1]                    NaN        NaN
## beta.ranef.categ.sistema[166,1]                    NaN        NaN
## beta.ranef.categ.sistema[167,1]                    NaN        NaN
## beta.ranef.categ.sistema[168,1]                    NaN        NaN
## beta.ranef.categ.sistema[169,1]                    NaN        NaN
## beta.ranef.categ.sistema[170,1]                    NaN        NaN
## beta.ranef.categ.sistema[171,1]                    NaN        NaN
## beta.ranef.categ.sistema[172,1]                    NaN        NaN
## beta.ranef.categ.sistema[173,1]                    NaN        NaN
## beta.ranef.categ.sistema[174,1]                    NaN        NaN
## beta.ranef.categ.sistema[175,1]                    NaN        NaN
## beta.ranef.categ.sistema[176,1]                    NaN        NaN
## beta.ranef.categ.sistema[177,1]                    NaN        NaN
## beta.ranef.categ.sistema[178,1]                    NaN        NaN
## beta.ranef.categ.sistema[179,1]                    NaN        NaN
## beta.ranef.categ.sistema[180,1]                    NaN        NaN
## beta.ranef.categ.sistema[181,1]                    NaN        NaN
## beta.ranef.categ.sistema[182,1]                    NaN        NaN
## beta.ranef.categ.sistema[183,1]                    NaN        NaN
## beta.ranef.categ.sistema[184,1]                    NaN        NaN
## beta.ranef.categ.sistema[185,1]                    NaN        NaN
## beta.ranef.categ.sistema[186,1]                    NaN        NaN
## beta.ranef.categ.sistema[187,1]                    NaN        NaN
## beta.ranef.categ.sistema[188,1]                    NaN        NaN
## beta.ranef.categ.sistema[189,1]                    NaN        NaN
## beta.ranef.categ.sistema[190,1]                    NaN        NaN
## beta.ranef.categ.sistema[191,1]                    NaN        NaN
## beta.ranef.categ.sistema[192,1]                    NaN        NaN
## beta.ranef.categ.sistema[193,1]                    NaN        NaN
## beta.ranef.categ.sistema[194,1]                    NaN        NaN
## beta.ranef.categ.sistema[195,1]                    NaN        NaN
## beta.ranef.categ.sistema[196,1]                    NaN        NaN
## beta.ranef.categ.sistema[197,1]                    NaN        NaN
## beta.ranef.categ.sistema[198,1]                    NaN        NaN
## beta.ranef.categ.sistema[199,1]                    NaN        NaN
## beta.ranef.categ.sistema[200,1]                    NaN        NaN
## beta.ranef.categ.sistema[201,1]                    NaN        NaN
## beta.ranef.categ.sistema[202,1]                    NaN        NaN
## beta.ranef.categ.sistema[203,1]                    NaN        NaN
## beta.ranef.categ.sistema[204,1]                    NaN        NaN
## beta.ranef.categ.sistema[205,1]                    NaN        NaN
## beta.ranef.categ.sistema[1,2]                     1.00       1.00
## beta.ranef.categ.sistema[2,2]                     1.00       1.00
## beta.ranef.categ.sistema[3,2]                     1.00       1.00
## beta.ranef.categ.sistema[4,2]                     1.00       1.00
## beta.ranef.categ.sistema[5,2]                     1.00       1.00
## beta.ranef.categ.sistema[6,2]                     1.00       1.00
## beta.ranef.categ.sistema[7,2]                     1.00       1.01
## beta.ranef.categ.sistema[8,2]                     1.00       1.00
## beta.ranef.categ.sistema[9,2]                     1.00       1.01
## beta.ranef.categ.sistema[10,2]                    1.00       1.00
## beta.ranef.categ.sistema[11,2]                    1.00       1.00
## beta.ranef.categ.sistema[12,2]                    1.00       1.01
## beta.ranef.categ.sistema[13,2]                    1.00       1.02
## beta.ranef.categ.sistema[14,2]                    1.00       1.00
## beta.ranef.categ.sistema[15,2]                    1.00       1.00
## beta.ranef.categ.sistema[16,2]                    1.00       1.00
## beta.ranef.categ.sistema[17,2]                    1.00       1.00
## beta.ranef.categ.sistema[18,2]                    1.00       1.00
## beta.ranef.categ.sistema[19,2]                    1.00       1.00
## beta.ranef.categ.sistema[20,2]                    1.00       1.00
## beta.ranef.categ.sistema[21,2]                    1.00       1.00
## beta.ranef.categ.sistema[22,2]                    1.00       1.01
## beta.ranef.categ.sistema[23,2]                    1.00       1.00
## beta.ranef.categ.sistema[24,2]                    1.00       1.00
## beta.ranef.categ.sistema[25,2]                    1.00       1.01
## beta.ranef.categ.sistema[26,2]                    1.00       1.00
## beta.ranef.categ.sistema[27,2]                    1.00       1.00
## beta.ranef.categ.sistema[28,2]                    1.00       1.00
## beta.ranef.categ.sistema[29,2]                    1.00       1.00
## beta.ranef.categ.sistema[30,2]                    1.00       1.00
## beta.ranef.categ.sistema[31,2]                    1.00       1.01
## beta.ranef.categ.sistema[32,2]                    1.00       1.00
## beta.ranef.categ.sistema[33,2]                    1.00       1.00
## beta.ranef.categ.sistema[34,2]                    1.00       1.00
## beta.ranef.categ.sistema[35,2]                    1.00       1.00
## beta.ranef.categ.sistema[36,2]                    1.00       1.00
## beta.ranef.categ.sistema[37,2]                    1.00       1.00
## beta.ranef.categ.sistema[38,2]                    1.00       1.00
## beta.ranef.categ.sistema[39,2]                    1.00       1.01
## beta.ranef.categ.sistema[40,2]                    1.00       1.00
## beta.ranef.categ.sistema[41,2]                    1.00       1.00
## beta.ranef.categ.sistema[42,2]                    1.00       1.00
## beta.ranef.categ.sistema[43,2]                    1.00       1.00
## beta.ranef.categ.sistema[44,2]                    1.00       1.00
## beta.ranef.categ.sistema[45,2]                    1.00       1.00
## beta.ranef.categ.sistema[46,2]                    1.00       1.00
## beta.ranef.categ.sistema[47,2]                    1.00       1.01
## beta.ranef.categ.sistema[48,2]                    1.00       1.00
## beta.ranef.categ.sistema[49,2]                    1.00       1.00
## beta.ranef.categ.sistema[50,2]                    1.00       1.00
## beta.ranef.categ.sistema[51,2]                    1.00       1.01
## beta.ranef.categ.sistema[52,2]                    1.00       1.00
## beta.ranef.categ.sistema[53,2]                    1.00       1.00
## beta.ranef.categ.sistema[54,2]                    1.00       1.00
## beta.ranef.categ.sistema[55,2]                    1.00       1.00
## beta.ranef.categ.sistema[56,2]                    1.00       1.00
## beta.ranef.categ.sistema[57,2]                    1.00       1.00
## beta.ranef.categ.sistema[58,2]                    1.00       1.00
## beta.ranef.categ.sistema[59,2]                    1.00       1.00
## beta.ranef.categ.sistema[60,2]                    1.00       1.00
## beta.ranef.categ.sistema[61,2]                    1.00       1.00
## beta.ranef.categ.sistema[62,2]                    1.00       1.01
## beta.ranef.categ.sistema[63,2]                    1.00       1.00
## beta.ranef.categ.sistema[64,2]                    1.00       1.00
## beta.ranef.categ.sistema[65,2]                    1.00       1.00
## beta.ranef.categ.sistema[66,2]                    1.00       1.00
## beta.ranef.categ.sistema[67,2]                    1.00       1.01
## beta.ranef.categ.sistema[68,2]                    1.00       1.00
## beta.ranef.categ.sistema[69,2]                    1.00       1.00
## beta.ranef.categ.sistema[70,2]                    1.00       1.00
## beta.ranef.categ.sistema[71,2]                    1.00       1.00
## beta.ranef.categ.sistema[72,2]                    1.00       1.00
## beta.ranef.categ.sistema[73,2]                    1.00       1.01
## beta.ranef.categ.sistema[74,2]                    1.00       1.00
## beta.ranef.categ.sistema[75,2]                    1.00       1.00
## beta.ranef.categ.sistema[76,2]                    1.00       1.00
## beta.ranef.categ.sistema[77,2]                    1.00       1.00
## beta.ranef.categ.sistema[78,2]                    1.00       1.00
## beta.ranef.categ.sistema[79,2]                    1.00       1.00
## beta.ranef.categ.sistema[80,2]                    1.00       1.00
## beta.ranef.categ.sistema[81,2]                    1.00       1.00
## beta.ranef.categ.sistema[82,2]                    1.00       1.00
## beta.ranef.categ.sistema[83,2]                    1.00       1.00
## beta.ranef.categ.sistema[84,2]                    1.00       1.00
## beta.ranef.categ.sistema[85,2]                    1.00       1.01
## beta.ranef.categ.sistema[86,2]                    1.00       1.00
## beta.ranef.categ.sistema[87,2]                    1.00       1.00
## beta.ranef.categ.sistema[88,2]                    1.00       1.00
## beta.ranef.categ.sistema[89,2]                    1.00       1.00
## beta.ranef.categ.sistema[90,2]                    1.00       1.00
## beta.ranef.categ.sistema[91,2]                    1.00       1.00
## beta.ranef.categ.sistema[92,2]                    1.00       1.00
## beta.ranef.categ.sistema[93,2]                    1.00       1.00
## beta.ranef.categ.sistema[94,2]                    1.00       1.00
## beta.ranef.categ.sistema[95,2]                    1.00       1.00
## beta.ranef.categ.sistema[96,2]                    1.00       1.00
## beta.ranef.categ.sistema[97,2]                    1.00       1.00
## beta.ranef.categ.sistema[98,2]                    1.00       1.00
## beta.ranef.categ.sistema[99,2]                    1.00       1.00
## beta.ranef.categ.sistema[100,2]                   1.00       1.00
## beta.ranef.categ.sistema[101,2]                   1.00       1.00
## beta.ranef.categ.sistema[102,2]                   1.00       1.00
## beta.ranef.categ.sistema[103,2]                   1.00       1.00
## beta.ranef.categ.sistema[104,2]                   1.00       1.00
## beta.ranef.categ.sistema[105,2]                   1.00       1.00
## beta.ranef.categ.sistema[106,2]                   1.00       1.00
## beta.ranef.categ.sistema[107,2]                   1.00       1.00
## beta.ranef.categ.sistema[108,2]                   1.00       1.01
## beta.ranef.categ.sistema[109,2]                   1.00       1.00
## beta.ranef.categ.sistema[110,2]                   1.00       1.00
## beta.ranef.categ.sistema[111,2]                   1.00       1.00
## beta.ranef.categ.sistema[112,2]                   1.00       1.00
## beta.ranef.categ.sistema[113,2]                   1.00       1.00
## beta.ranef.categ.sistema[114,2]                   1.00       1.00
## beta.ranef.categ.sistema[115,2]                   1.00       1.00
## beta.ranef.categ.sistema[116,2]                   1.00       1.00
## beta.ranef.categ.sistema[117,2]                   1.00       1.01
## beta.ranef.categ.sistema[118,2]                   1.00       1.00
## beta.ranef.categ.sistema[119,2]                   1.00       1.00
## beta.ranef.categ.sistema[120,2]                   1.00       1.00
## beta.ranef.categ.sistema[121,2]                   1.00       1.00
## beta.ranef.categ.sistema[122,2]                   1.00       1.00
## beta.ranef.categ.sistema[123,2]                   1.00       1.00
## beta.ranef.categ.sistema[124,2]                   1.00       1.00
## beta.ranef.categ.sistema[125,2]                   1.00       1.00
## beta.ranef.categ.sistema[126,2]                   1.00       1.00
## beta.ranef.categ.sistema[127,2]                   1.00       1.00
## beta.ranef.categ.sistema[128,2]                   1.00       1.01
## beta.ranef.categ.sistema[129,2]                   1.00       1.00
## beta.ranef.categ.sistema[130,2]                   1.00       1.02
## beta.ranef.categ.sistema[131,2]                   1.00       1.00
## beta.ranef.categ.sistema[132,2]                   1.00       1.00
## beta.ranef.categ.sistema[133,2]                   1.00       1.00
## beta.ranef.categ.sistema[134,2]                   1.00       1.00
## beta.ranef.categ.sistema[135,2]                   1.00       1.00
## beta.ranef.categ.sistema[136,2]                   1.00       1.00
## beta.ranef.categ.sistema[137,2]                   1.00       1.00
## beta.ranef.categ.sistema[138,2]                   1.00       1.00
## beta.ranef.categ.sistema[139,2]                   1.00       1.00
## beta.ranef.categ.sistema[140,2]                   1.00       1.00
## beta.ranef.categ.sistema[141,2]                   1.00       1.00
## beta.ranef.categ.sistema[142,2]                   1.00       1.00
## beta.ranef.categ.sistema[143,2]                   1.00       1.00
## beta.ranef.categ.sistema[144,2]                   1.00       1.00
## beta.ranef.categ.sistema[145,2]                   1.00       1.01
## beta.ranef.categ.sistema[146,2]                   1.00       1.00
## beta.ranef.categ.sistema[147,2]                   1.00       1.00
## beta.ranef.categ.sistema[148,2]                   1.00       1.00
## beta.ranef.categ.sistema[149,2]                   1.00       1.00
## beta.ranef.categ.sistema[150,2]                   1.00       1.00
## beta.ranef.categ.sistema[151,2]                   1.00       1.00
## beta.ranef.categ.sistema[152,2]                   1.00       1.00
## beta.ranef.categ.sistema[153,2]                   1.00       1.00
## beta.ranef.categ.sistema[154,2]                   1.00       1.00
## beta.ranef.categ.sistema[155,2]                   1.00       1.00
## beta.ranef.categ.sistema[156,2]                   1.00       1.00
## beta.ranef.categ.sistema[157,2]                   1.00       1.00
## beta.ranef.categ.sistema[158,2]                   1.00       1.00
## beta.ranef.categ.sistema[159,2]                   1.00       1.00
## beta.ranef.categ.sistema[160,2]                   1.00       1.00
## beta.ranef.categ.sistema[161,2]                   1.00       1.01
## beta.ranef.categ.sistema[162,2]                   1.00       1.00
## beta.ranef.categ.sistema[163,2]                   1.00       1.00
## beta.ranef.categ.sistema[164,2]                   1.00       1.00
## beta.ranef.categ.sistema[165,2]                   1.00       1.00
## beta.ranef.categ.sistema[166,2]                   1.00       1.00
## beta.ranef.categ.sistema[167,2]                   1.00       1.00
## beta.ranef.categ.sistema[168,2]                   1.00       1.00
## beta.ranef.categ.sistema[169,2]                   1.00       1.00
## beta.ranef.categ.sistema[170,2]                   1.00       1.00
## beta.ranef.categ.sistema[171,2]                   1.00       1.00
## beta.ranef.categ.sistema[172,2]                   1.00       1.00
## beta.ranef.categ.sistema[173,2]                   1.00       1.00
## beta.ranef.categ.sistema[174,2]                   1.00       1.00
## beta.ranef.categ.sistema[175,2]                   1.00       1.00
## beta.ranef.categ.sistema[176,2]                   1.00       1.00
## beta.ranef.categ.sistema[177,2]                   1.00       1.01
## beta.ranef.categ.sistema[178,2]                   1.00       1.00
## beta.ranef.categ.sistema[179,2]                   1.00       1.00
## beta.ranef.categ.sistema[180,2]                   1.00       1.00
## beta.ranef.categ.sistema[181,2]                   1.00       1.00
## beta.ranef.categ.sistema[182,2]                   1.00       1.00
## beta.ranef.categ.sistema[183,2]                   1.00       1.00
## beta.ranef.categ.sistema[184,2]                   1.00       1.00
## beta.ranef.categ.sistema[185,2]                   1.00       1.00
## beta.ranef.categ.sistema[186,2]                   1.00       1.00
## beta.ranef.categ.sistema[187,2]                   1.00       1.00
## beta.ranef.categ.sistema[188,2]                   1.00       1.01
## beta.ranef.categ.sistema[189,2]                   1.00       1.00
## beta.ranef.categ.sistema[190,2]                   1.00       1.01
## beta.ranef.categ.sistema[191,2]                   1.00       1.00
## beta.ranef.categ.sistema[192,2]                   1.00       1.00
## beta.ranef.categ.sistema[193,2]                   1.00       1.00
## beta.ranef.categ.sistema[194,2]                   1.00       1.00
## beta.ranef.categ.sistema[195,2]                   1.00       1.00
## beta.ranef.categ.sistema[196,2]                   1.00       1.00
## beta.ranef.categ.sistema[197,2]                   1.00       1.00
## beta.ranef.categ.sistema[198,2]                   1.00       1.00
## beta.ranef.categ.sistema[199,2]                   1.00       1.00
## beta.ranef.categ.sistema[200,2]                   1.00       1.00
## beta.ranef.categ.sistema[201,2]                   1.00       1.00
## beta.ranef.categ.sistema[202,2]                   1.00       1.01
## beta.ranef.categ.sistema[203,2]                   1.00       1.01
## beta.ranef.categ.sistema[204,2]                   1.00       1.00
## beta.ranef.categ.sistema[205,2]                   1.00       1.00
## beta.ranef.categ.sistema[1,3]                     1.00       1.00
## beta.ranef.categ.sistema[2,3]                     1.00       1.00
## beta.ranef.categ.sistema[3,3]                     1.00       1.00
## beta.ranef.categ.sistema[4,3]                     1.00       1.00
## beta.ranef.categ.sistema[5,3]                     1.00       1.00
## beta.ranef.categ.sistema[6,3]                     1.00       1.01
## beta.ranef.categ.sistema[7,3]                     1.00       1.00
## beta.ranef.categ.sistema[8,3]                     1.00       1.00
## beta.ranef.categ.sistema[9,3]                     1.00       1.00
## beta.ranef.categ.sistema[10,3]                    1.00       1.00
## beta.ranef.categ.sistema[11,3]                    1.00       1.00
## beta.ranef.categ.sistema[12,3]                    1.00       1.00
## beta.ranef.categ.sistema[13,3]                    1.00       1.00
## beta.ranef.categ.sistema[14,3]                    1.00       1.00
## beta.ranef.categ.sistema[15,3]                    1.00       1.00
## beta.ranef.categ.sistema[16,3]                    1.00       1.00
## beta.ranef.categ.sistema[17,3]                    1.00       1.00
## beta.ranef.categ.sistema[18,3]                    1.00       1.00
## beta.ranef.categ.sistema[19,3]                    1.00       1.00
## beta.ranef.categ.sistema[20,3]                    1.00       1.00
## beta.ranef.categ.sistema[21,3]                    1.00       1.00
## beta.ranef.categ.sistema[22,3]                    1.00       1.00
## beta.ranef.categ.sistema[23,3]                    1.00       1.00
## beta.ranef.categ.sistema[24,3]                    1.00       1.00
## beta.ranef.categ.sistema[25,3]                    1.00       1.00
## beta.ranef.categ.sistema[26,3]                    1.00       1.00
## beta.ranef.categ.sistema[27,3]                    1.00       1.00
## beta.ranef.categ.sistema[28,3]                    1.00       1.01
## beta.ranef.categ.sistema[29,3]                    1.00       1.00
## beta.ranef.categ.sistema[30,3]                    1.00       1.00
## beta.ranef.categ.sistema[31,3]                    1.00       1.00
## beta.ranef.categ.sistema[32,3]                    1.00       1.00
## beta.ranef.categ.sistema[33,3]                    1.00       1.00
## beta.ranef.categ.sistema[34,3]                    1.00       1.00
## beta.ranef.categ.sistema[35,3]                    1.00       1.00
## beta.ranef.categ.sistema[36,3]                    1.00       1.00
## beta.ranef.categ.sistema[37,3]                    1.00       1.00
## beta.ranef.categ.sistema[38,3]                    1.00       1.00
## beta.ranef.categ.sistema[39,3]                    1.00       1.00
## beta.ranef.categ.sistema[40,3]                    1.00       1.00
## beta.ranef.categ.sistema[41,3]                    1.00       1.00
## beta.ranef.categ.sistema[42,3]                    1.00       1.01
## beta.ranef.categ.sistema[43,3]                    1.00       1.00
## beta.ranef.categ.sistema[44,3]                    1.00       1.00
## beta.ranef.categ.sistema[45,3]                    1.00       1.00
## beta.ranef.categ.sistema[46,3]                    1.00       1.00
## beta.ranef.categ.sistema[47,3]                    1.00       1.00
## beta.ranef.categ.sistema[48,3]                    1.00       1.00
## beta.ranef.categ.sistema[49,3]                    1.00       1.00
## beta.ranef.categ.sistema[50,3]                    1.00       1.00
## beta.ranef.categ.sistema[51,3]                    1.00       1.01
## beta.ranef.categ.sistema[52,3]                    1.00       1.01
## beta.ranef.categ.sistema[53,3]                    1.00       1.00
## beta.ranef.categ.sistema[54,3]                    1.00       1.01
## beta.ranef.categ.sistema[55,3]                    1.00       1.00
## beta.ranef.categ.sistema[56,3]                    1.00       1.00
## beta.ranef.categ.sistema[57,3]                    1.00       1.00
## beta.ranef.categ.sistema[58,3]                    1.00       1.00
## beta.ranef.categ.sistema[59,3]                    1.00       1.01
## beta.ranef.categ.sistema[60,3]                    1.00       1.00
## beta.ranef.categ.sistema[61,3]                    1.00       1.01
## beta.ranef.categ.sistema[62,3]                    1.00       1.00
## beta.ranef.categ.sistema[63,3]                    1.00       1.01
## beta.ranef.categ.sistema[64,3]                    1.00       1.00
## beta.ranef.categ.sistema[65,3]                    1.00       1.00
## beta.ranef.categ.sistema[66,3]                    1.00       1.00
## beta.ranef.categ.sistema[67,3]                    1.00       1.00
## beta.ranef.categ.sistema[68,3]                    1.00       1.00
## beta.ranef.categ.sistema[69,3]                    1.00       1.00
## beta.ranef.categ.sistema[70,3]                    1.00       1.00
## beta.ranef.categ.sistema[71,3]                    1.00       1.00
## beta.ranef.categ.sistema[72,3]                    1.00       1.01
## beta.ranef.categ.sistema[73,3]                    1.00       1.01
## beta.ranef.categ.sistema[74,3]                    1.00       1.00
## beta.ranef.categ.sistema[75,3]                    1.00       1.00
## beta.ranef.categ.sistema[76,3]                    1.00       1.00
## beta.ranef.categ.sistema[77,3]                    1.00       1.00
## beta.ranef.categ.sistema[78,3]                    1.00       1.00
## beta.ranef.categ.sistema[79,3]                    1.00       1.01
## beta.ranef.categ.sistema[80,3]                    1.00       1.00
## beta.ranef.categ.sistema[81,3]                    1.00       1.00
## beta.ranef.categ.sistema[82,3]                    1.00       1.00
## beta.ranef.categ.sistema[83,3]                    1.00       1.00
## beta.ranef.categ.sistema[84,3]                    1.00       1.00
## beta.ranef.categ.sistema[85,3]                    1.00       1.00
## beta.ranef.categ.sistema[86,3]                    1.00       1.00
## beta.ranef.categ.sistema[87,3]                    1.00       1.00
## beta.ranef.categ.sistema[88,3]                    1.00       1.00
## beta.ranef.categ.sistema[89,3]                    1.00       1.00
## beta.ranef.categ.sistema[90,3]                    1.00       1.00
## beta.ranef.categ.sistema[91,3]                    1.00       1.00
## beta.ranef.categ.sistema[92,3]                    1.00       1.00
## beta.ranef.categ.sistema[93,3]                    1.00       1.00
## beta.ranef.categ.sistema[94,3]                    1.00       1.01
## beta.ranef.categ.sistema[95,3]                    1.00       1.00
## beta.ranef.categ.sistema[96,3]                    1.00       1.00
## beta.ranef.categ.sistema[97,3]                    1.00       1.01
## beta.ranef.categ.sistema[98,3]                    1.00       1.00
## beta.ranef.categ.sistema[99,3]                    1.00       1.00
## beta.ranef.categ.sistema[100,3]                   1.00       1.00
## beta.ranef.categ.sistema[101,3]                   1.00       1.00
## beta.ranef.categ.sistema[102,3]                   1.00       1.00
## beta.ranef.categ.sistema[103,3]                   1.00       1.00
## beta.ranef.categ.sistema[104,3]                   1.00       1.00
## beta.ranef.categ.sistema[105,3]                   1.00       1.00
## beta.ranef.categ.sistema[106,3]                   1.00       1.00
## beta.ranef.categ.sistema[107,3]                   1.00       1.00
## beta.ranef.categ.sistema[108,3]                   1.00       1.00
## beta.ranef.categ.sistema[109,3]                   1.00       1.00
## beta.ranef.categ.sistema[110,3]                   1.00       1.00
## beta.ranef.categ.sistema[111,3]                   1.00       1.00
## beta.ranef.categ.sistema[112,3]                   1.00       1.00
## beta.ranef.categ.sistema[113,3]                   1.00       1.00
## beta.ranef.categ.sistema[114,3]                   1.00       1.00
## beta.ranef.categ.sistema[115,3]                   1.00       1.00
## beta.ranef.categ.sistema[116,3]                   1.00       1.00
## beta.ranef.categ.sistema[117,3]                   1.00       1.00
## beta.ranef.categ.sistema[118,3]                   1.00       1.00
## beta.ranef.categ.sistema[119,3]                   1.00       1.01
## beta.ranef.categ.sistema[120,3]                   1.00       1.00
## beta.ranef.categ.sistema[121,3]                   1.00       1.00
## beta.ranef.categ.sistema[122,3]                   1.00       1.00
## beta.ranef.categ.sistema[123,3]                   1.00       1.00
## beta.ranef.categ.sistema[124,3]                   1.00       1.00
## beta.ranef.categ.sistema[125,3]                   1.00       1.00
## beta.ranef.categ.sistema[126,3]                   1.00       1.00
## beta.ranef.categ.sistema[127,3]                   1.00       1.00
## beta.ranef.categ.sistema[128,3]                   1.00       1.00
## beta.ranef.categ.sistema[129,3]                   1.00       1.00
## beta.ranef.categ.sistema[130,3]                   1.00       1.00
## beta.ranef.categ.sistema[131,3]                   1.00       1.00
## beta.ranef.categ.sistema[132,3]                   1.00       1.00
## beta.ranef.categ.sistema[133,3]                   1.00       1.00
## beta.ranef.categ.sistema[134,3]                   1.00       1.00
## beta.ranef.categ.sistema[135,3]                   1.00       1.01
## beta.ranef.categ.sistema[136,3]                   1.00       1.00
## beta.ranef.categ.sistema[137,3]                   1.00       1.00
## beta.ranef.categ.sistema[138,3]                   1.00       1.00
## beta.ranef.categ.sistema[139,3]                   1.00       1.00
## beta.ranef.categ.sistema[140,3]                   1.00       1.01
## beta.ranef.categ.sistema[141,3]                   1.00       1.00
## beta.ranef.categ.sistema[142,3]                   1.00       1.00
## beta.ranef.categ.sistema[143,3]                   1.00       1.00
## beta.ranef.categ.sistema[144,3]                   1.00       1.00
## beta.ranef.categ.sistema[145,3]                   1.00       1.00
## beta.ranef.categ.sistema[146,3]                   1.00       1.00
## beta.ranef.categ.sistema[147,3]                   1.00       1.00
## beta.ranef.categ.sistema[148,3]                   1.00       1.00
## beta.ranef.categ.sistema[149,3]                   1.00       1.00
## beta.ranef.categ.sistema[150,3]                   1.00       1.00
## beta.ranef.categ.sistema[151,3]                   1.00       1.00
## beta.ranef.categ.sistema[152,3]                   1.00       1.00
## beta.ranef.categ.sistema[153,3]                   1.00       1.01
## beta.ranef.categ.sistema[154,3]                   1.00       1.00
## beta.ranef.categ.sistema[155,3]                   1.00       1.00
## beta.ranef.categ.sistema[156,3]                   1.00       1.00
## beta.ranef.categ.sistema[157,3]                   1.00       1.00
## beta.ranef.categ.sistema[158,3]                   1.00       1.00
## beta.ranef.categ.sistema[159,3]                   1.00       1.00
## beta.ranef.categ.sistema[160,3]                   1.00       1.00
## beta.ranef.categ.sistema[161,3]                   1.00       1.00
## beta.ranef.categ.sistema[162,3]                   1.00       1.00
## beta.ranef.categ.sistema[163,3]                   1.00       1.00
## beta.ranef.categ.sistema[164,3]                   1.00       1.00
## beta.ranef.categ.sistema[165,3]                   1.00       1.00
## beta.ranef.categ.sistema[166,3]                   1.00       1.00
## beta.ranef.categ.sistema[167,3]                   1.00       1.00
## beta.ranef.categ.sistema[168,3]                   1.00       1.01
## beta.ranef.categ.sistema[169,3]                   1.00       1.00
## beta.ranef.categ.sistema[170,3]                   1.00       1.00
## beta.ranef.categ.sistema[171,3]                   1.00       1.00
## beta.ranef.categ.sistema[172,3]                   1.00       1.01
## beta.ranef.categ.sistema[173,3]                   1.00       1.00
## beta.ranef.categ.sistema[174,3]                   1.00       1.00
## beta.ranef.categ.sistema[175,3]                   1.00       1.01
## beta.ranef.categ.sistema[176,3]                   1.00       1.01
## beta.ranef.categ.sistema[177,3]                   1.00       1.00
## beta.ranef.categ.sistema[178,3]                   1.00       1.00
## beta.ranef.categ.sistema[179,3]                   1.00       1.00
## beta.ranef.categ.sistema[180,3]                   1.00       1.00
## beta.ranef.categ.sistema[181,3]                   1.00       1.00
## beta.ranef.categ.sistema[182,3]                   1.00       1.00
## beta.ranef.categ.sistema[183,3]                   1.00       1.00
## beta.ranef.categ.sistema[184,3]                   1.00       1.01
## beta.ranef.categ.sistema[185,3]                   1.00       1.00
## beta.ranef.categ.sistema[186,3]                   1.00       1.00
## beta.ranef.categ.sistema[187,3]                   1.00       1.00
## beta.ranef.categ.sistema[188,3]                   1.00       1.00
## beta.ranef.categ.sistema[189,3]                   1.00       1.00
## beta.ranef.categ.sistema[190,3]                   1.00       1.00
## beta.ranef.categ.sistema[191,3]                   1.00       1.00
## beta.ranef.categ.sistema[192,3]                   1.00       1.00
## beta.ranef.categ.sistema[193,3]                   1.00       1.00
## beta.ranef.categ.sistema[194,3]                   1.00       1.00
## beta.ranef.categ.sistema[195,3]                   1.00       1.01
## beta.ranef.categ.sistema[196,3]                   1.00       1.00
## beta.ranef.categ.sistema[197,3]                   1.00       1.00
## beta.ranef.categ.sistema[198,3]                   1.00       1.00
## beta.ranef.categ.sistema[199,3]                   1.00       1.00
## beta.ranef.categ.sistema[200,3]                   1.00       1.00
## beta.ranef.categ.sistema[201,3]                   1.00       1.00
## beta.ranef.categ.sistema[202,3]                   1.00       1.00
## beta.ranef.categ.sistema[203,3]                   1.00       1.00
## beta.ranef.categ.sistema[204,3]                   1.00       1.00
## beta.ranef.categ.sistema[205,3]                   1.00       1.00
## beta.ranef.categ.sistema[1,4]                     1.00       1.00
## beta.ranef.categ.sistema[2,4]                     1.00       1.00
## beta.ranef.categ.sistema[3,4]                     1.00       1.00
## beta.ranef.categ.sistema[4,4]                     1.00       1.00
## beta.ranef.categ.sistema[5,4]                     1.00       1.00
## beta.ranef.categ.sistema[6,4]                     1.00       1.00
## beta.ranef.categ.sistema[7,4]                     1.00       1.00
## beta.ranef.categ.sistema[8,4]                     1.00       1.00
## beta.ranef.categ.sistema[9,4]                     1.00       1.00
## beta.ranef.categ.sistema[10,4]                    1.00       1.00
## beta.ranef.categ.sistema[11,4]                    1.00       1.00
## beta.ranef.categ.sistema[12,4]                    1.00       1.01
## beta.ranef.categ.sistema[13,4]                    1.00       1.00
## beta.ranef.categ.sistema[14,4]                    1.00       1.00
## beta.ranef.categ.sistema[15,4]                    1.00       1.01
## beta.ranef.categ.sistema[16,4]                    1.00       1.00
## beta.ranef.categ.sistema[17,4]                    1.00       1.00
## beta.ranef.categ.sistema[18,4]                    1.00       1.00
## beta.ranef.categ.sistema[19,4]                    1.00       1.00
## beta.ranef.categ.sistema[20,4]                    1.00       1.00
## beta.ranef.categ.sistema[21,4]                    1.00       1.00
## beta.ranef.categ.sistema[22,4]                    1.00       1.00
## beta.ranef.categ.sistema[23,4]                    1.00       1.00
## beta.ranef.categ.sistema[24,4]                    1.00       1.00
## beta.ranef.categ.sistema[25,4]                    1.00       1.00
## beta.ranef.categ.sistema[26,4]                    1.00       1.00
## beta.ranef.categ.sistema[27,4]                    1.00       1.00
## beta.ranef.categ.sistema[28,4]                    1.00       1.00
## beta.ranef.categ.sistema[29,4]                    1.00       1.00
## beta.ranef.categ.sistema[30,4]                    1.00       1.00
## beta.ranef.categ.sistema[31,4]                    1.00       1.00
## beta.ranef.categ.sistema[32,4]                    1.00       1.01
## beta.ranef.categ.sistema[33,4]                    1.00       1.00
## beta.ranef.categ.sistema[34,4]                    1.00       1.00
## beta.ranef.categ.sistema[35,4]                    1.00       1.00
## beta.ranef.categ.sistema[36,4]                    1.00       1.00
## beta.ranef.categ.sistema[37,4]                    1.00       1.00
## beta.ranef.categ.sistema[38,4]                    1.00       1.00
## beta.ranef.categ.sistema[39,4]                    1.00       1.00
## beta.ranef.categ.sistema[40,4]                    1.00       1.00
## beta.ranef.categ.sistema[41,4]                    1.00       1.01
## beta.ranef.categ.sistema[42,4]                    1.00       1.00
## beta.ranef.categ.sistema[43,4]                    1.00       1.00
## beta.ranef.categ.sistema[44,4]                    1.00       1.00
## beta.ranef.categ.sistema[45,4]                    1.00       1.00
## beta.ranef.categ.sistema[46,4]                    1.00       1.01
## beta.ranef.categ.sistema[47,4]                    1.00       1.00
## beta.ranef.categ.sistema[48,4]                    1.00       1.00
## beta.ranef.categ.sistema[49,4]                    1.00       1.00
## beta.ranef.categ.sistema[50,4]                    1.00       1.00
## beta.ranef.categ.sistema[51,4]                    1.00       1.00
## beta.ranef.categ.sistema[52,4]                    1.00       1.00
## beta.ranef.categ.sistema[53,4]                    1.00       1.00
## beta.ranef.categ.sistema[54,4]                    1.00       1.00
## beta.ranef.categ.sistema[55,4]                    1.00       1.00
## beta.ranef.categ.sistema[56,4]                    1.00       1.00
## beta.ranef.categ.sistema[57,4]                    1.00       1.00
## beta.ranef.categ.sistema[58,4]                    1.01       1.02
## beta.ranef.categ.sistema[59,4]                    1.00       1.00
## beta.ranef.categ.sistema[60,4]                    1.00       1.00
## beta.ranef.categ.sistema[61,4]                    1.00       1.00
## beta.ranef.categ.sistema[62,4]                    1.00       1.00
## beta.ranef.categ.sistema[63,4]                    1.00       1.00
## beta.ranef.categ.sistema[64,4]                    1.00       1.00
## beta.ranef.categ.sistema[65,4]                    1.00       1.00
## beta.ranef.categ.sistema[66,4]                    1.00       1.00
## beta.ranef.categ.sistema[67,4]                    1.00       1.00
## beta.ranef.categ.sistema[68,4]                    1.00       1.00
## beta.ranef.categ.sistema[69,4]                    1.00       1.00
## beta.ranef.categ.sistema[70,4]                    1.00       1.00
## beta.ranef.categ.sistema[71,4]                    1.00       1.00
## beta.ranef.categ.sistema[72,4]                    1.00       1.00
## beta.ranef.categ.sistema[73,4]                    1.00       1.00
## beta.ranef.categ.sistema[74,4]                    1.00       1.00
## beta.ranef.categ.sistema[75,4]                    1.00       1.00
## beta.ranef.categ.sistema[76,4]                    1.00       1.00
## beta.ranef.categ.sistema[77,4]                    1.00       1.00
## beta.ranef.categ.sistema[78,4]                    1.00       1.00
## beta.ranef.categ.sistema[79,4]                    1.00       1.00
## beta.ranef.categ.sistema[80,4]                    1.00       1.00
## beta.ranef.categ.sistema[81,4]                    1.00       1.00
## beta.ranef.categ.sistema[82,4]                    1.00       1.00
## beta.ranef.categ.sistema[83,4]                    1.00       1.00
## beta.ranef.categ.sistema[84,4]                    1.00       1.00
## beta.ranef.categ.sistema[85,4]                    1.00       1.00
## beta.ranef.categ.sistema[86,4]                    1.00       1.00
## beta.ranef.categ.sistema[87,4]                    1.00       1.00
## beta.ranef.categ.sistema[88,4]                    1.00       1.01
## beta.ranef.categ.sistema[89,4]                    1.00       1.00
## beta.ranef.categ.sistema[90,4]                    1.00       1.00
## beta.ranef.categ.sistema[91,4]                    1.00       1.00
## beta.ranef.categ.sistema[92,4]                    1.00       1.00
## beta.ranef.categ.sistema[93,4]                    1.00       1.00
## beta.ranef.categ.sistema[94,4]                    1.00       1.00
## beta.ranef.categ.sistema[95,4]                    1.00       1.00
## beta.ranef.categ.sistema[96,4]                    1.00       1.00
## beta.ranef.categ.sistema[97,4]                    1.00       1.01
## beta.ranef.categ.sistema[98,4]                    1.00       1.01
## beta.ranef.categ.sistema[99,4]                    1.00       1.00
## beta.ranef.categ.sistema[100,4]                   1.00       1.00
## beta.ranef.categ.sistema[101,4]                   1.00       1.00
## beta.ranef.categ.sistema[102,4]                   1.00       1.00
## beta.ranef.categ.sistema[103,4]                   1.00       1.00
## beta.ranef.categ.sistema[104,4]                   1.00       1.00
## beta.ranef.categ.sistema[105,4]                   1.00       1.00
## beta.ranef.categ.sistema[106,4]                   1.00       1.00
## beta.ranef.categ.sistema[107,4]                   1.00       1.00
## beta.ranef.categ.sistema[108,4]                   1.00       1.00
## beta.ranef.categ.sistema[109,4]                   1.00       1.01
## beta.ranef.categ.sistema[110,4]                   1.00       1.00
## beta.ranef.categ.sistema[111,4]                   1.00       1.00
## beta.ranef.categ.sistema[112,4]                   1.00       1.01
## beta.ranef.categ.sistema[113,4]                   1.00       1.00
## beta.ranef.categ.sistema[114,4]                   1.00       1.01
## beta.ranef.categ.sistema[115,4]                   1.00       1.00
## beta.ranef.categ.sistema[116,4]                   1.00       1.00
## beta.ranef.categ.sistema[117,4]                   1.00       1.00
## beta.ranef.categ.sistema[118,4]                   1.00       1.00
## beta.ranef.categ.sistema[119,4]                   1.00       1.01
## beta.ranef.categ.sistema[120,4]                   1.00       1.00
## beta.ranef.categ.sistema[121,4]                   1.00       1.00
## beta.ranef.categ.sistema[122,4]                   1.00       1.00
## beta.ranef.categ.sistema[123,4]                   1.00       1.00
## beta.ranef.categ.sistema[124,4]                   1.00       1.00
## beta.ranef.categ.sistema[125,4]                   1.00       1.00
## beta.ranef.categ.sistema[126,4]                   1.00       1.01
## beta.ranef.categ.sistema[127,4]                   1.00       1.00
## beta.ranef.categ.sistema[128,4]                   1.00       1.00
## beta.ranef.categ.sistema[129,4]                   1.00       1.00
## beta.ranef.categ.sistema[130,4]                   1.00       1.00
## beta.ranef.categ.sistema[131,4]                   1.00       1.01
## beta.ranef.categ.sistema[132,4]                   1.00       1.00
## beta.ranef.categ.sistema[133,4]                   1.00       1.00
## beta.ranef.categ.sistema[134,4]                   1.00       1.00
## beta.ranef.categ.sistema[135,4]                   1.00       1.00
## beta.ranef.categ.sistema[136,4]                   1.00       1.00
## beta.ranef.categ.sistema[137,4]                   1.00       1.00
## beta.ranef.categ.sistema[138,4]                   1.00       1.00
## beta.ranef.categ.sistema[139,4]                   1.00       1.00
## beta.ranef.categ.sistema[140,4]                   1.00       1.00
## beta.ranef.categ.sistema[141,4]                   1.00       1.00
## beta.ranef.categ.sistema[142,4]                   1.00       1.01
## beta.ranef.categ.sistema[143,4]                   1.00       1.01
## beta.ranef.categ.sistema[144,4]                   1.00       1.00
## beta.ranef.categ.sistema[145,4]                   1.00       1.00
## beta.ranef.categ.sistema[146,4]                   1.00       1.00
## beta.ranef.categ.sistema[147,4]                   1.00       1.01
## beta.ranef.categ.sistema[148,4]                   1.00       1.00
## beta.ranef.categ.sistema[149,4]                   1.00       1.00
## beta.ranef.categ.sistema[150,4]                   1.00       1.00
## beta.ranef.categ.sistema[151,4]                   1.00       1.00
## beta.ranef.categ.sistema[152,4]                   1.00       1.00
## beta.ranef.categ.sistema[153,4]                   1.00       1.00
## beta.ranef.categ.sistema[154,4]                   1.00       1.00
## beta.ranef.categ.sistema[155,4]                   1.00       1.00
## beta.ranef.categ.sistema[156,4]                   1.00       1.00
## beta.ranef.categ.sistema[157,4]                   1.00       1.00
## beta.ranef.categ.sistema[158,4]                   1.00       1.00
## beta.ranef.categ.sistema[159,4]                   1.00       1.00
## beta.ranef.categ.sistema[160,4]                   1.00       1.00
## beta.ranef.categ.sistema[161,4]                   1.00       1.00
## beta.ranef.categ.sistema[162,4]                   1.00       1.00
## beta.ranef.categ.sistema[163,4]                   1.00       1.00
## beta.ranef.categ.sistema[164,4]                   1.00       1.00
## beta.ranef.categ.sistema[165,4]                   1.00       1.00
## beta.ranef.categ.sistema[166,4]                   1.00       1.00
## beta.ranef.categ.sistema[167,4]                   1.00       1.00
## beta.ranef.categ.sistema[168,4]                   1.00       1.00
## beta.ranef.categ.sistema[169,4]                   1.00       1.00
## beta.ranef.categ.sistema[170,4]                   1.00       1.00
## beta.ranef.categ.sistema[171,4]                   1.00       1.00
## beta.ranef.categ.sistema[172,4]                   1.00       1.00
## beta.ranef.categ.sistema[173,4]                   1.00       1.00
## beta.ranef.categ.sistema[174,4]                   1.00       1.00
## beta.ranef.categ.sistema[175,4]                   1.00       1.00
## beta.ranef.categ.sistema[176,4]                   1.00       1.01
## beta.ranef.categ.sistema[177,4]                   1.00       1.00
## beta.ranef.categ.sistema[178,4]                   1.00       1.00
## beta.ranef.categ.sistema[179,4]                   1.00       1.00
## beta.ranef.categ.sistema[180,4]                   1.00       1.00
## beta.ranef.categ.sistema[181,4]                   1.00       1.00
## beta.ranef.categ.sistema[182,4]                   1.00       1.00
## beta.ranef.categ.sistema[183,4]                   1.00       1.00
## beta.ranef.categ.sistema[184,4]                   1.00       1.00
## beta.ranef.categ.sistema[185,4]                   1.00       1.00
## beta.ranef.categ.sistema[186,4]                   1.00       1.00
## beta.ranef.categ.sistema[187,4]                   1.00       1.00
## beta.ranef.categ.sistema[188,4]                   1.00       1.00
## beta.ranef.categ.sistema[189,4]                   1.00       1.01
## beta.ranef.categ.sistema[190,4]                   1.00       1.00
## beta.ranef.categ.sistema[191,4]                   1.00       1.00
## beta.ranef.categ.sistema[192,4]                   1.00       1.00
## beta.ranef.categ.sistema[193,4]                   1.00       1.00
## beta.ranef.categ.sistema[194,4]                   1.00       1.00
## beta.ranef.categ.sistema[195,4]                   1.00       1.00
## beta.ranef.categ.sistema[196,4]                   1.00       1.01
## beta.ranef.categ.sistema[197,4]                   1.00       1.00
## beta.ranef.categ.sistema[198,4]                   1.00       1.00
## beta.ranef.categ.sistema[199,4]                   1.00       1.01
## beta.ranef.categ.sistema[200,4]                   1.00       1.00
## beta.ranef.categ.sistema[201,4]                   1.00       1.00
## beta.ranef.categ.sistema[202,4]                   1.00       1.00
## beta.ranef.categ.sistema[203,4]                   1.00       1.00
## beta.ranef.categ.sistema[204,4]                   1.00       1.00
## beta.ranef.categ.sistema[205,4]                   1.00       1.00
## beta.ranef.categ.sistema.mean[1]                   NaN        NaN
## beta.ranef.categ.sistema.mean[2]                  1.00       1.00
## beta.ranef.categ.sistema.mean[3]                  1.00       1.00
## beta.ranef.categ.sistema.mean[4]                  1.00       1.00
## beta.ranef.categ.sistema.sigma[1]                  NaN        NaN
## beta.ranef.categ.sistema.sigma[2]                 1.00       1.00
## beta.ranef.categ.sistema.sigma[3]                 1.00       1.00
## beta.ranef.categ.sistema.sigma[4]                 1.00       1.00
## beta.ranef.cont.fore_dist[1]                      1.00       1.00
## beta.ranef.cont.fore_dist[2]                      1.00       1.00
## beta.ranef.cont.fore_dist[3]                      1.00       1.00
## beta.ranef.cont.fore_dist[4]                      1.00       1.00
## beta.ranef.cont.fore_dist[5]                      1.00       1.00
## beta.ranef.cont.fore_dist[6]                      1.00       1.00
## beta.ranef.cont.fore_dist[7]                      1.00       1.00
## beta.ranef.cont.fore_dist[8]                      1.00       1.00
## beta.ranef.cont.fore_dist[9]                      1.00       1.00
## beta.ranef.cont.fore_dist[10]                     1.00       1.00
## beta.ranef.cont.fore_dist[11]                     1.00       1.00
## beta.ranef.cont.fore_dist[12]                     1.00       1.00
## beta.ranef.cont.fore_dist[13]                     1.00       1.00
## beta.ranef.cont.fore_dist[14]                     1.00       1.00
## beta.ranef.cont.fore_dist[15]                     1.00       1.00
## beta.ranef.cont.fore_dist[16]                     1.00       1.00
## beta.ranef.cont.fore_dist[17]                     1.00       1.00
## beta.ranef.cont.fore_dist[18]                     1.00       1.00
## beta.ranef.cont.fore_dist[19]                     1.00       1.00
## beta.ranef.cont.fore_dist[20]                     1.00       1.00
## beta.ranef.cont.fore_dist[21]                     1.00       1.00
## beta.ranef.cont.fore_dist[22]                     1.00       1.00
## beta.ranef.cont.fore_dist[23]                     1.00       1.00
## beta.ranef.cont.fore_dist[24]                     1.00       1.00
## beta.ranef.cont.fore_dist[25]                     1.00       1.00
## beta.ranef.cont.fore_dist[26]                     1.00       1.00
## beta.ranef.cont.fore_dist[27]                     1.00       1.00
## beta.ranef.cont.fore_dist[28]                     1.00       1.00
## beta.ranef.cont.fore_dist[29]                     1.00       1.00
## beta.ranef.cont.fore_dist[30]                     1.00       1.00
## beta.ranef.cont.fore_dist[31]                     1.00       1.00
## beta.ranef.cont.fore_dist[32]                     1.00       1.00
## beta.ranef.cont.fore_dist[33]                     1.00       1.00
## beta.ranef.cont.fore_dist[34]                     1.00       1.01
## beta.ranef.cont.fore_dist[35]                     1.00       1.00
## beta.ranef.cont.fore_dist[36]                     1.00       1.00
## beta.ranef.cont.fore_dist[37]                     1.00       1.00
## beta.ranef.cont.fore_dist[38]                     1.00       1.00
## beta.ranef.cont.fore_dist[39]                     1.00       1.00
## beta.ranef.cont.fore_dist[40]                     1.00       1.01
## beta.ranef.cont.fore_dist[41]                     1.00       1.00
## beta.ranef.cont.fore_dist[42]                     1.00       1.00
## beta.ranef.cont.fore_dist[43]                     1.00       1.00
## beta.ranef.cont.fore_dist[44]                     1.00       1.00
## beta.ranef.cont.fore_dist[45]                     1.00       1.01
## beta.ranef.cont.fore_dist[46]                     1.00       1.00
## beta.ranef.cont.fore_dist[47]                     1.00       1.00
## beta.ranef.cont.fore_dist[48]                     1.00       1.00
## beta.ranef.cont.fore_dist[49]                     1.00       1.00
## beta.ranef.cont.fore_dist[50]                     1.00       1.01
## beta.ranef.cont.fore_dist[51]                     1.00       1.01
## beta.ranef.cont.fore_dist[52]                     1.00       1.00
## beta.ranef.cont.fore_dist[53]                     1.00       1.00
## beta.ranef.cont.fore_dist[54]                     1.00       1.00
## beta.ranef.cont.fore_dist[55]                     1.00       1.00
## beta.ranef.cont.fore_dist[56]                     1.00       1.00
## beta.ranef.cont.fore_dist[57]                     1.00       1.00
## beta.ranef.cont.fore_dist[58]                     1.00       1.00
## beta.ranef.cont.fore_dist[59]                     1.00       1.00
## beta.ranef.cont.fore_dist[60]                     1.00       1.00
## beta.ranef.cont.fore_dist[61]                     1.00       1.00
## beta.ranef.cont.fore_dist[62]                     1.00       1.00
## beta.ranef.cont.fore_dist[63]                     1.00       1.00
## beta.ranef.cont.fore_dist[64]                     1.00       1.00
## beta.ranef.cont.fore_dist[65]                     1.00       1.00
## beta.ranef.cont.fore_dist[66]                     1.00       1.00
## beta.ranef.cont.fore_dist[67]                     1.00       1.00
## beta.ranef.cont.fore_dist[68]                     1.00       1.01
## beta.ranef.cont.fore_dist[69]                     1.00       1.00
## beta.ranef.cont.fore_dist[70]                     1.00       1.00
## beta.ranef.cont.fore_dist[71]                     1.00       1.01
## beta.ranef.cont.fore_dist[72]                     1.00       1.00
## beta.ranef.cont.fore_dist[73]                     1.00       1.00
## beta.ranef.cont.fore_dist[74]                     1.00       1.00
## beta.ranef.cont.fore_dist[75]                     1.00       1.00
## beta.ranef.cont.fore_dist[76]                     1.00       1.01
## beta.ranef.cont.fore_dist[77]                     1.00       1.00
## beta.ranef.cont.fore_dist[78]                     1.00       1.00
## beta.ranef.cont.fore_dist[79]                     1.00       1.00
## beta.ranef.cont.fore_dist[80]                     1.00       1.00
## beta.ranef.cont.fore_dist[81]                     1.00       1.00
## beta.ranef.cont.fore_dist[82]                     1.00       1.00
## beta.ranef.cont.fore_dist[83]                     1.00       1.00
## beta.ranef.cont.fore_dist[84]                     1.00       1.00
## beta.ranef.cont.fore_dist[85]                     1.00       1.00
## beta.ranef.cont.fore_dist[86]                     1.00       1.00
## beta.ranef.cont.fore_dist[87]                     1.00       1.00
## beta.ranef.cont.fore_dist[88]                     1.00       1.00
## beta.ranef.cont.fore_dist[89]                     1.00       1.00
## beta.ranef.cont.fore_dist[90]                     1.00       1.00
## beta.ranef.cont.fore_dist[91]                     1.00       1.00
## beta.ranef.cont.fore_dist[92]                     1.00       1.00
## beta.ranef.cont.fore_dist[93]                     1.00       1.00
## beta.ranef.cont.fore_dist[94]                     1.00       1.00
## beta.ranef.cont.fore_dist[95]                     1.00       1.00
## beta.ranef.cont.fore_dist[96]                     1.00       1.00
## beta.ranef.cont.fore_dist[97]                     1.00       1.01
## beta.ranef.cont.fore_dist[98]                     1.00       1.01
## beta.ranef.cont.fore_dist[99]                     1.00       1.00
## beta.ranef.cont.fore_dist[100]                    1.00       1.01
## beta.ranef.cont.fore_dist[101]                    1.00       1.00
## beta.ranef.cont.fore_dist[102]                    1.00       1.00
## beta.ranef.cont.fore_dist[103]                    1.00       1.00
## beta.ranef.cont.fore_dist[104]                    1.00       1.00
## beta.ranef.cont.fore_dist[105]                    1.00       1.00
## beta.ranef.cont.fore_dist[106]                    1.00       1.00
## beta.ranef.cont.fore_dist[107]                    1.00       1.00
## beta.ranef.cont.fore_dist[108]                    1.00       1.00
## beta.ranef.cont.fore_dist[109]                    1.00       1.00
## beta.ranef.cont.fore_dist[110]                    1.00       1.00
## beta.ranef.cont.fore_dist[111]                    1.00       1.00
## beta.ranef.cont.fore_dist[112]                    1.00       1.00
## beta.ranef.cont.fore_dist[113]                    1.00       1.01
## beta.ranef.cont.fore_dist[114]                    1.00       1.00
## beta.ranef.cont.fore_dist[115]                    1.00       1.00
## beta.ranef.cont.fore_dist[116]                    1.00       1.00
## beta.ranef.cont.fore_dist[117]                    1.00       1.00
## beta.ranef.cont.fore_dist[118]                    1.00       1.00
## beta.ranef.cont.fore_dist[119]                    1.00       1.00
## beta.ranef.cont.fore_dist[120]                    1.00       1.00
## beta.ranef.cont.fore_dist[121]                    1.00       1.00
## beta.ranef.cont.fore_dist[122]                    1.00       1.00
## beta.ranef.cont.fore_dist[123]                    1.00       1.00
## beta.ranef.cont.fore_dist[124]                    1.00       1.00
## beta.ranef.cont.fore_dist[125]                    1.00       1.00
## beta.ranef.cont.fore_dist[126]                    1.00       1.00
## beta.ranef.cont.fore_dist[127]                    1.00       1.00
## beta.ranef.cont.fore_dist[128]                    1.00       1.00
## beta.ranef.cont.fore_dist[129]                    1.00       1.00
## beta.ranef.cont.fore_dist[130]                    1.00       1.01
## beta.ranef.cont.fore_dist[131]                    1.00       1.00
## beta.ranef.cont.fore_dist[132]                    1.00       1.00
## beta.ranef.cont.fore_dist[133]                    1.00       1.00
## beta.ranef.cont.fore_dist[134]                    1.00       1.00
## beta.ranef.cont.fore_dist[135]                    1.00       1.00
## beta.ranef.cont.fore_dist[136]                    1.00       1.00
## beta.ranef.cont.fore_dist[137]                    1.00       1.00
## beta.ranef.cont.fore_dist[138]                    1.00       1.00
## beta.ranef.cont.fore_dist[139]                    1.00       1.00
## beta.ranef.cont.fore_dist[140]                    1.00       1.00
## beta.ranef.cont.fore_dist[141]                    1.00       1.01
## beta.ranef.cont.fore_dist[142]                    1.00       1.00
## beta.ranef.cont.fore_dist[143]                    1.00       1.00
## beta.ranef.cont.fore_dist[144]                    1.00       1.00
## beta.ranef.cont.fore_dist[145]                    1.00       1.00
## beta.ranef.cont.fore_dist[146]                    1.00       1.00
## beta.ranef.cont.fore_dist[147]                    1.00       1.00
## beta.ranef.cont.fore_dist[148]                    1.00       1.00
## beta.ranef.cont.fore_dist[149]                    1.00       1.00
## beta.ranef.cont.fore_dist[150]                    1.00       1.00
## beta.ranef.cont.fore_dist[151]                    1.00       1.00
## beta.ranef.cont.fore_dist[152]                    1.00       1.01
## beta.ranef.cont.fore_dist[153]                    1.00       1.00
## beta.ranef.cont.fore_dist[154]                    1.00       1.00
## beta.ranef.cont.fore_dist[155]                    1.00       1.00
## beta.ranef.cont.fore_dist[156]                    1.00       1.00
## beta.ranef.cont.fore_dist[157]                    1.00       1.01
## beta.ranef.cont.fore_dist[158]                    1.00       1.00
## beta.ranef.cont.fore_dist[159]                    1.00       1.01
## beta.ranef.cont.fore_dist[160]                    1.00       1.00
## beta.ranef.cont.fore_dist[161]                    1.00       1.00
## beta.ranef.cont.fore_dist[162]                    1.00       1.01
## beta.ranef.cont.fore_dist[163]                    1.00       1.00
## beta.ranef.cont.fore_dist[164]                    1.00       1.00
## beta.ranef.cont.fore_dist[165]                    1.00       1.00
## beta.ranef.cont.fore_dist[166]                    1.00       1.00
## beta.ranef.cont.fore_dist[167]                    1.00       1.00
## beta.ranef.cont.fore_dist[168]                    1.00       1.00
## beta.ranef.cont.fore_dist[169]                    1.00       1.00
## beta.ranef.cont.fore_dist[170]                    1.00       1.00
## beta.ranef.cont.fore_dist[171]                    1.00       1.00
## beta.ranef.cont.fore_dist[172]                    1.00       1.00
## beta.ranef.cont.fore_dist[173]                    1.00       1.00
## beta.ranef.cont.fore_dist[174]                    1.00       1.00
## beta.ranef.cont.fore_dist[175]                    1.00       1.00
## beta.ranef.cont.fore_dist[176]                    1.00       1.00
## beta.ranef.cont.fore_dist[177]                    1.00       1.00
## beta.ranef.cont.fore_dist[178]                    1.00       1.00
## beta.ranef.cont.fore_dist[179]                    1.00       1.00
## beta.ranef.cont.fore_dist[180]                    1.00       1.00
## beta.ranef.cont.fore_dist[181]                    1.00       1.00
## beta.ranef.cont.fore_dist[182]                    1.00       1.01
## beta.ranef.cont.fore_dist[183]                    1.00       1.00
## beta.ranef.cont.fore_dist[184]                    1.00       1.00
## beta.ranef.cont.fore_dist[185]                    1.00       1.00
## beta.ranef.cont.fore_dist[186]                    1.00       1.00
## beta.ranef.cont.fore_dist[187]                    1.00       1.00
## beta.ranef.cont.fore_dist[188]                    1.00       1.01
## beta.ranef.cont.fore_dist[189]                    1.00       1.00
## beta.ranef.cont.fore_dist[190]                    1.00       1.00
## beta.ranef.cont.fore_dist[191]                    1.00       1.00
## beta.ranef.cont.fore_dist[192]                    1.00       1.00
## beta.ranef.cont.fore_dist[193]                    1.00       1.00
## beta.ranef.cont.fore_dist[194]                    1.00       1.00
## beta.ranef.cont.fore_dist[195]                    1.00       1.00
## beta.ranef.cont.fore_dist[196]                    1.00       1.01
## beta.ranef.cont.fore_dist[197]                    1.00       1.01
## beta.ranef.cont.fore_dist[198]                    1.00       1.00
## beta.ranef.cont.fore_dist[199]                    1.00       1.00
## beta.ranef.cont.fore_dist[200]                    1.00       1.00
## beta.ranef.cont.fore_dist[201]                    1.00       1.00
## beta.ranef.cont.fore_dist[202]                    1.00       1.00
## beta.ranef.cont.fore_dist[203]                    1.00       1.00
## beta.ranef.cont.fore_dist[204]                    1.00       1.00
## beta.ranef.cont.fore_dist[205]                    1.00       1.00
## beta.ranef.cont.fore_dist.mean                    1.00       1.00
## beta.ranef.cont.fore_dist.sigma                   1.00       1.01
## beta.ranef.cont.human_foot[1]                     1.00       1.00
## beta.ranef.cont.human_foot[2]                     1.00       1.00
## beta.ranef.cont.human_foot[3]                     1.00       1.01
## beta.ranef.cont.human_foot[4]                     1.00       1.00
## beta.ranef.cont.human_foot[5]                     1.00       1.00
## beta.ranef.cont.human_foot[6]                     1.00       1.00
## beta.ranef.cont.human_foot[7]                     1.00       1.00
## beta.ranef.cont.human_foot[8]                     1.00       1.00
## beta.ranef.cont.human_foot[9]                     1.00       1.00
## beta.ranef.cont.human_foot[10]                    1.00       1.00
## beta.ranef.cont.human_foot[11]                    1.00       1.00
## beta.ranef.cont.human_foot[12]                    1.00       1.00
## beta.ranef.cont.human_foot[13]                    1.00       1.00
## beta.ranef.cont.human_foot[14]                    1.00       1.00
## beta.ranef.cont.human_foot[15]                    1.00       1.01
## beta.ranef.cont.human_foot[16]                    1.00       1.01
## beta.ranef.cont.human_foot[17]                    1.00       1.00
## beta.ranef.cont.human_foot[18]                    1.00       1.00
## beta.ranef.cont.human_foot[19]                    1.00       1.00
## beta.ranef.cont.human_foot[20]                    1.00       1.00
## beta.ranef.cont.human_foot[21]                    1.00       1.01
## beta.ranef.cont.human_foot[22]                    1.00       1.00
## beta.ranef.cont.human_foot[23]                    1.00       1.00
## beta.ranef.cont.human_foot[24]                    1.00       1.00
## beta.ranef.cont.human_foot[25]                    1.00       1.01
## beta.ranef.cont.human_foot[26]                    1.00       1.01
## beta.ranef.cont.human_foot[27]                    1.00       1.00
## beta.ranef.cont.human_foot[28]                    1.00       1.00
## beta.ranef.cont.human_foot[29]                    1.00       1.00
## beta.ranef.cont.human_foot[30]                    1.00       1.00
## beta.ranef.cont.human_foot[31]                    1.00       1.00
## beta.ranef.cont.human_foot[32]                    1.00       1.00
## beta.ranef.cont.human_foot[33]                    1.00       1.00
## beta.ranef.cont.human_foot[34]                    1.00       1.00
## beta.ranef.cont.human_foot[35]                    1.00       1.00
## beta.ranef.cont.human_foot[36]                    1.00       1.00
## beta.ranef.cont.human_foot[37]                    1.00       1.01
## beta.ranef.cont.human_foot[38]                    1.00       1.00
## beta.ranef.cont.human_foot[39]                    1.00       1.00
## beta.ranef.cont.human_foot[40]                    1.00       1.00
## beta.ranef.cont.human_foot[41]                    1.00       1.00
## beta.ranef.cont.human_foot[42]                    1.00       1.00
## beta.ranef.cont.human_foot[43]                    1.00       1.00
## beta.ranef.cont.human_foot[44]                    1.00       1.00
## beta.ranef.cont.human_foot[45]                    1.00       1.01
## beta.ranef.cont.human_foot[46]                    1.00       1.00
## beta.ranef.cont.human_foot[47]                    1.00       1.00
## beta.ranef.cont.human_foot[48]                    1.00       1.00
## beta.ranef.cont.human_foot[49]                    1.00       1.00
## beta.ranef.cont.human_foot[50]                    1.00       1.00
## beta.ranef.cont.human_foot[51]                    1.00       1.00
## beta.ranef.cont.human_foot[52]                    1.00       1.00
## beta.ranef.cont.human_foot[53]                    1.00       1.00
## beta.ranef.cont.human_foot[54]                    1.00       1.00
## beta.ranef.cont.human_foot[55]                    1.00       1.01
## beta.ranef.cont.human_foot[56]                    1.00       1.00
## beta.ranef.cont.human_foot[57]                    1.00       1.00
## beta.ranef.cont.human_foot[58]                    1.00       1.00
## beta.ranef.cont.human_foot[59]                    1.00       1.00
## beta.ranef.cont.human_foot[60]                    1.00       1.00
## beta.ranef.cont.human_foot[61]                    1.00       1.00
## beta.ranef.cont.human_foot[62]                    1.00       1.00
## beta.ranef.cont.human_foot[63]                    1.00       1.00
## beta.ranef.cont.human_foot[64]                    1.00       1.00
## beta.ranef.cont.human_foot[65]                    1.00       1.00
## beta.ranef.cont.human_foot[66]                    1.00       1.00
## beta.ranef.cont.human_foot[67]                    1.00       1.00
## beta.ranef.cont.human_foot[68]                    1.00       1.00
## beta.ranef.cont.human_foot[69]                    1.00       1.00
## beta.ranef.cont.human_foot[70]                    1.00       1.00
## beta.ranef.cont.human_foot[71]                    1.00       1.01
## beta.ranef.cont.human_foot[72]                    1.00       1.01
## beta.ranef.cont.human_foot[73]                    1.00       1.01
## beta.ranef.cont.human_foot[74]                    1.00       1.00
## beta.ranef.cont.human_foot[75]                    1.00       1.00
## beta.ranef.cont.human_foot[76]                    1.00       1.00
## beta.ranef.cont.human_foot[77]                    1.01       1.02
## beta.ranef.cont.human_foot[78]                    1.00       1.00
## beta.ranef.cont.human_foot[79]                    1.00       1.00
## beta.ranef.cont.human_foot[80]                    1.00       1.00
## beta.ranef.cont.human_foot[81]                    1.00       1.00
## beta.ranef.cont.human_foot[82]                    1.00       1.00
## beta.ranef.cont.human_foot[83]                    1.00       1.00
## beta.ranef.cont.human_foot[84]                    1.00       1.01
## beta.ranef.cont.human_foot[85]                    1.00       1.00
## beta.ranef.cont.human_foot[86]                    1.00       1.00
## beta.ranef.cont.human_foot[87]                    1.00       1.00
## beta.ranef.cont.human_foot[88]                    1.00       1.00
## beta.ranef.cont.human_foot[89]                    1.00       1.00
## beta.ranef.cont.human_foot[90]                    1.00       1.00
## beta.ranef.cont.human_foot[91]                    1.00       1.00
## beta.ranef.cont.human_foot[92]                    1.00       1.01
## beta.ranef.cont.human_foot[93]                    1.00       1.00
## beta.ranef.cont.human_foot[94]                    1.00       1.00
## beta.ranef.cont.human_foot[95]                    1.00       1.00
## beta.ranef.cont.human_foot[96]                    1.00       1.01
## beta.ranef.cont.human_foot[97]                    1.00       1.01
## beta.ranef.cont.human_foot[98]                    1.00       1.00
## beta.ranef.cont.human_foot[99]                    1.00       1.01
## beta.ranef.cont.human_foot[100]                   1.00       1.00
## beta.ranef.cont.human_foot[101]                   1.00       1.00
## beta.ranef.cont.human_foot[102]                   1.00       1.00
## beta.ranef.cont.human_foot[103]                   1.00       1.00
## beta.ranef.cont.human_foot[104]                   1.00       1.00
## beta.ranef.cont.human_foot[105]                   1.00       1.00
## beta.ranef.cont.human_foot[106]                   1.00       1.00
## beta.ranef.cont.human_foot[107]                   1.00       1.01
## beta.ranef.cont.human_foot[108]                   1.00       1.00
## beta.ranef.cont.human_foot[109]                   1.00       1.00
## beta.ranef.cont.human_foot[110]                   1.00       1.01
## beta.ranef.cont.human_foot[111]                   1.00       1.01
## beta.ranef.cont.human_foot[112]                   1.00       1.00
## beta.ranef.cont.human_foot[113]                   1.00       1.01
## beta.ranef.cont.human_foot[114]                   1.00       1.00
## beta.ranef.cont.human_foot[115]                   1.00       1.01
## beta.ranef.cont.human_foot[116]                   1.00       1.00
## beta.ranef.cont.human_foot[117]                   1.00       1.00
## beta.ranef.cont.human_foot[118]                   1.00       1.00
## beta.ranef.cont.human_foot[119]                   1.00       1.00
## beta.ranef.cont.human_foot[120]                   1.00       1.00
## beta.ranef.cont.human_foot[121]                   1.00       1.00
## beta.ranef.cont.human_foot[122]                   1.00       1.00
## beta.ranef.cont.human_foot[123]                   1.00       1.00
## beta.ranef.cont.human_foot[124]                   1.00       1.00
## beta.ranef.cont.human_foot[125]                   1.00       1.00
## beta.ranef.cont.human_foot[126]                   1.00       1.01
## beta.ranef.cont.human_foot[127]                   1.00       1.00
## beta.ranef.cont.human_foot[128]                   1.00       1.00
## beta.ranef.cont.human_foot[129]                   1.00       1.00
## beta.ranef.cont.human_foot[130]                   1.00       1.00
## beta.ranef.cont.human_foot[131]                   1.00       1.00
## beta.ranef.cont.human_foot[132]                   1.00       1.00
## beta.ranef.cont.human_foot[133]                   1.00       1.01
## beta.ranef.cont.human_foot[134]                   1.00       1.00
## beta.ranef.cont.human_foot[135]                   1.00       1.00
## beta.ranef.cont.human_foot[136]                   1.00       1.01
## beta.ranef.cont.human_foot[137]                   1.00       1.00
## beta.ranef.cont.human_foot[138]                   1.00       1.00
## beta.ranef.cont.human_foot[139]                   1.00       1.00
## beta.ranef.cont.human_foot[140]                   1.00       1.00
## beta.ranef.cont.human_foot[141]                   1.00       1.00
## beta.ranef.cont.human_foot[142]                   1.00       1.01
## beta.ranef.cont.human_foot[143]                   1.00       1.00
## beta.ranef.cont.human_foot[144]                   1.00       1.00
## beta.ranef.cont.human_foot[145]                   1.00       1.00
## beta.ranef.cont.human_foot[146]                   1.00       1.00
## beta.ranef.cont.human_foot[147]                   1.00       1.01
## beta.ranef.cont.human_foot[148]                   1.00       1.00
## beta.ranef.cont.human_foot[149]                   1.00       1.01
## beta.ranef.cont.human_foot[150]                   1.00       1.00
## beta.ranef.cont.human_foot[151]                   1.00       1.01
## beta.ranef.cont.human_foot[152]                   1.00       1.00
## beta.ranef.cont.human_foot[153]                   1.00       1.01
## beta.ranef.cont.human_foot[154]                   1.00       1.00
## beta.ranef.cont.human_foot[155]                   1.00       1.00
## beta.ranef.cont.human_foot[156]                   1.00       1.01
## beta.ranef.cont.human_foot[157]                   1.00       1.00
## beta.ranef.cont.human_foot[158]                   1.00       1.00
## beta.ranef.cont.human_foot[159]                   1.00       1.00
## beta.ranef.cont.human_foot[160]                   1.00       1.00
## beta.ranef.cont.human_foot[161]                   1.00       1.00
## beta.ranef.cont.human_foot[162]                   1.00       1.00
## beta.ranef.cont.human_foot[163]                   1.00       1.01
## beta.ranef.cont.human_foot[164]                   1.00       1.00
## beta.ranef.cont.human_foot[165]                   1.00       1.00
## beta.ranef.cont.human_foot[166]                   1.00       1.00
## beta.ranef.cont.human_foot[167]                   1.00       1.00
## beta.ranef.cont.human_foot[168]                   1.00       1.00
## beta.ranef.cont.human_foot[169]                   1.00       1.00
## beta.ranef.cont.human_foot[170]                   1.00       1.00
## beta.ranef.cont.human_foot[171]                   1.00       1.01
## beta.ranef.cont.human_foot[172]                   1.00       1.00
## beta.ranef.cont.human_foot[173]                   1.00       1.00
## beta.ranef.cont.human_foot[174]                   1.00       1.00
## beta.ranef.cont.human_foot[175]                   1.00       1.00
## beta.ranef.cont.human_foot[176]                   1.00       1.00
## beta.ranef.cont.human_foot[177]                   1.00       1.00
## beta.ranef.cont.human_foot[178]                   1.00       1.00
## beta.ranef.cont.human_foot[179]                   1.00       1.01
## beta.ranef.cont.human_foot[180]                   1.00       1.01
## beta.ranef.cont.human_foot[181]                   1.00       1.00
## beta.ranef.cont.human_foot[182]                   1.00       1.00
## beta.ranef.cont.human_foot[183]                   1.00       1.00
## beta.ranef.cont.human_foot[184]                   1.00       1.00
## beta.ranef.cont.human_foot[185]                   1.00       1.00
## beta.ranef.cont.human_foot[186]                   1.00       1.00
## beta.ranef.cont.human_foot[187]                   1.00       1.00
## beta.ranef.cont.human_foot[188]                   1.00       1.00
## beta.ranef.cont.human_foot[189]                   1.00       1.01
## beta.ranef.cont.human_foot[190]                   1.00       1.00
## beta.ranef.cont.human_foot[191]                   1.00       1.00
## beta.ranef.cont.human_foot[192]                   1.00       1.00
## beta.ranef.cont.human_foot[193]                   1.00       1.00
## beta.ranef.cont.human_foot[194]                   1.00       1.01
## beta.ranef.cont.human_foot[195]                   1.00       1.00
## beta.ranef.cont.human_foot[196]                   1.00       1.00
## beta.ranef.cont.human_foot[197]                   1.00       1.01
## beta.ranef.cont.human_foot[198]                   1.00       1.00
## beta.ranef.cont.human_foot[199]                   1.00       1.00
## beta.ranef.cont.human_foot[200]                   1.00       1.00
## beta.ranef.cont.human_foot[201]                   1.00       1.00
## beta.ranef.cont.human_foot[202]                   1.00       1.00
## beta.ranef.cont.human_foot[203]                   1.00       1.00
## beta.ranef.cont.human_foot[204]                   1.00       1.00
## beta.ranef.cont.human_foot[205]                   1.00       1.00
## beta.ranef.cont.human_foot.mean                   1.00       1.00
## beta.ranef.cont.human_foot.sigma                  1.00       1.00
## beta0[1]                                          1.00       1.00
## beta0[2]                                          1.00       1.00
## beta0[3]                                          1.00       1.00
## beta0[4]                                          1.00       1.00
## beta0[5]                                          1.00       1.01
## beta0[6]                                          1.00       1.00
## beta0[7]                                          1.00       1.00
## beta0[8]                                          1.00       1.00
## beta0[9]                                          1.00       1.01
## beta0[10]                                         1.00       1.00
## beta0[11]                                         1.00       1.00
## beta0[12]                                         1.00       1.00
## beta0[13]                                         1.00       1.01
## beta0[14]                                         1.00       1.01
## beta0[15]                                         1.00       1.00
## beta0[16]                                         1.00       1.00
## beta0[17]                                         1.00       1.00
## beta0[18]                                         1.00       1.00
## beta0[19]                                         1.00       1.00
## beta0[20]                                         1.00       1.00
## beta0[21]                                         1.00       1.00
## beta0[22]                                         1.00       1.01
## beta0[23]                                         1.00       1.00
## beta0[24]                                         1.00       1.00
## beta0[25]                                         1.00       1.01
## beta0[26]                                         1.00       1.01
## beta0[27]                                         1.00       1.00
## beta0[28]                                         1.00       1.00
## beta0[29]                                         1.00       1.00
## beta0[30]                                         1.00       1.01
## beta0[31]                                         1.00       1.00
## beta0[32]                                         1.00       1.00
## beta0[33]                                         1.00       1.00
## beta0[34]                                         1.00       1.00
## beta0[35]                                         1.00       1.00
## beta0[36]                                         1.00       1.01
## beta0[37]                                         1.01       1.02
## beta0[38]                                         1.00       1.00
## beta0[39]                                         1.00       1.00
## beta0[40]                                         1.00       1.00
## beta0[41]                                         1.00       1.00
## beta0[42]                                         1.00       1.00
## beta0[43]                                         1.00       1.00
## beta0[44]                                         1.00       1.00
## beta0[45]                                         1.00       1.00
## beta0[46]                                         1.00       1.00
## beta0[47]                                         1.00       1.00
## beta0[48]                                         1.00       1.00
## beta0[49]                                         1.00       1.00
## beta0[50]                                         1.00       1.00
## beta0[51]                                         1.00       1.00
## beta0[52]                                         1.00       1.01
## beta0[53]                                         1.00       1.00
## beta0[54]                                         1.00       1.01
## beta0[55]                                         1.00       1.01
## beta0[56]                                         1.00       1.00
## beta0[57]                                         1.00       1.00
## beta0[58]                                         1.00       1.00
## beta0[59]                                         1.00       1.00
## beta0[60]                                         1.00       1.00
## beta0[61]                                         1.00       1.01
## beta0[62]                                         1.00       1.00
## beta0[63]                                         1.00       1.00
## beta0[64]                                         1.00       1.00
## beta0[65]                                         1.00       1.00
## beta0[66]                                         1.00       1.00
## beta0[67]                                         1.00       1.00
## beta0[68]                                         1.00       1.00
## beta0[69]                                         1.00       1.00
## beta0[70]                                         1.00       1.00
## beta0[71]                                         1.00       1.01
## beta0[72]                                         1.00       1.00
## beta0[73]                                         1.00       1.01
## beta0[74]                                         1.00       1.00
## beta0[75]                                         1.00       1.00
## beta0[76]                                         1.00       1.00
## beta0[77]                                         1.00       1.00
## beta0[78]                                         1.00       1.00
## beta0[79]                                         1.00       1.01
## beta0[80]                                         1.00       1.00
## beta0[81]                                         1.00       1.00
## beta0[82]                                         1.00       1.00
## beta0[83]                                         1.00       1.00
## beta0[84]                                         1.00       1.00
## beta0[85]                                         1.00       1.00
## beta0[86]                                         1.00       1.00
## beta0[87]                                         1.00       1.00
## beta0[88]                                         1.00       1.00
## beta0[89]                                         1.00       1.00
## beta0[90]                                         1.00       1.00
## beta0[91]                                         1.00       1.00
## beta0[92]                                         1.00       1.01
## beta0[93]                                         1.00       1.00
## beta0[94]                                         1.00       1.00
## beta0[95]                                         1.00       1.01
## beta0[96]                                         1.00       1.01
## beta0[97]                                         1.00       1.01
## beta0[98]                                         1.00       1.01
## beta0[99]                                         1.00       1.00
## beta0[100]                                        1.00       1.00
## beta0[101]                                        1.00       1.00
## beta0[102]                                        1.00       1.00
## beta0[103]                                        1.00       1.00
## beta0[104]                                        1.00       1.00
## beta0[105]                                        1.00       1.00
## beta0[106]                                        1.00       1.00
## beta0[107]                                        1.00       1.00
## beta0[108]                                        1.00       1.01
## beta0[109]                                        1.00       1.00
## beta0[110]                                        1.00       1.00
## beta0[111]                                        1.00       1.00
## beta0[112]                                        1.00       1.00
## beta0[113]                                        1.00       1.00
## beta0[114]                                        1.00       1.00
## beta0[115]                                        1.00       1.00
## beta0[116]                                        1.00       1.00
## beta0[117]                                        1.00       1.00
## beta0[118]                                        1.00       1.01
## beta0[119]                                        1.00       1.00
## beta0[120]                                        1.00       1.00
## beta0[121]                                        1.00       1.00
## beta0[122]                                        1.00       1.00
## beta0[123]                                        1.00       1.00
## beta0[124]                                        1.00       1.00
## beta0[125]                                        1.00       1.00
## beta0[126]                                        1.00       1.00
## beta0[127]                                        1.00       1.00
## beta0[128]                                        1.00       1.01
## beta0[129]                                        1.00       1.00
## beta0[130]                                        1.00       1.00
## beta0[131]                                        1.00       1.00
## beta0[132]                                        1.00       1.01
## beta0[133]                                        1.00       1.00
## beta0[134]                                        1.00       1.00
## beta0[135]                                        1.00       1.00
## beta0[136]                                        1.00       1.00
## beta0[137]                                        1.00       1.00
## beta0[138]                                        1.00       1.01
## beta0[139]                                        1.00       1.00
## beta0[140]                                        1.00       1.00
## beta0[141]                                        1.00       1.00
## beta0[142]                                        1.00       1.01
## beta0[143]                                        1.00       1.00
## beta0[144]                                        1.00       1.00
## beta0[145]                                        1.00       1.00
## beta0[146]                                        1.00       1.00
## beta0[147]                                        1.00       1.00
## beta0[148]                                        1.00       1.01
## beta0[149]                                        1.00       1.00
## beta0[150]                                        1.00       1.00
## beta0[151]                                        1.00       1.00
## beta0[152]                                        1.00       1.00
## beta0[153]                                        1.00       1.00
## beta0[154]                                        1.00       1.00
## beta0[155]                                        1.00       1.00
## beta0[156]                                        1.00       1.01
## beta0[157]                                        1.00       1.00
## beta0[158]                                        1.00       1.01
## beta0[159]                                        1.00       1.01
## beta0[160]                                        1.00       1.00
## beta0[161]                                        1.00       1.00
## beta0[162]                                        1.00       1.00
## beta0[163]                                        1.00       1.00
## beta0[164]                                        1.00       1.01
## beta0[165]                                        1.00       1.00
## beta0[166]                                        1.00       1.00
## beta0[167]                                        1.00       1.00
## beta0[168]                                        1.00       1.00
## beta0[169]                                        1.00       1.00
## beta0[170]                                        1.00       1.00
## beta0[171]                                        1.00       1.00
## beta0[172]                                        1.00       1.00
## beta0[173]                                        1.00       1.00
## beta0[174]                                        1.00       1.00
## beta0[175]                                        1.00       1.00
## beta0[176]                                        1.00       1.00
## beta0[177]                                        1.00       1.00
## beta0[178]                                        1.00       1.00
## beta0[179]                                        1.00       1.00
## beta0[180]                                        1.00       1.00
## beta0[181]                                        1.00       1.00
## beta0[182]                                        1.00       1.00
## beta0[183]                                        1.00       1.00
## beta0[184]                                        1.00       1.00
## beta0[185]                                        1.00       1.01
## beta0[186]                                        1.00       1.00
## beta0[187]                                        1.00       1.00
## beta0[188]                                        1.00       1.00
## beta0[189]                                        1.00       1.00
## beta0[190]                                        1.00       1.00
## beta0[191]                                        1.00       1.00
## beta0[192]                                        1.00       1.00
## beta0[193]                                        1.00       1.01
## beta0[194]                                        1.00       1.01
## beta0[195]                                        1.00       1.00
## beta0[196]                                        1.00       1.00
## beta0[197]                                        1.00       1.00
## beta0[198]                                        1.00       1.00
## beta0[199]                                        1.00       1.00
## beta0[200]                                        1.00       1.00
## beta0[201]                                        1.00       1.00
## beta0[202]                                        1.00       1.00
## beta0[203]                                        1.00       1.00
## beta0[204]                                        1.00       1.00
## beta0[205]                                        1.00       1.00
## beta0.mean                                        1.00       1.01
## beta0.sigma                                       1.00       1.00
## new.R2[1]                                         1.00       1.00
## new.R2[2]                                         1.00       1.00
## new.R2[3]                                         1.00       1.00
## new.R2[4]                                         1.00       1.00
## new.R2[5]                                         1.00       1.00
## new.R2[6]                                         1.00       1.00
## new.R2[7]                                         1.00       1.00
## new.R2[8]                                         1.00       1.00
## new.R2[9]                                         1.00       1.01
## new.R2[10]                                        1.00       1.00
## new.R2[11]                                        1.00       1.00
## new.R2[12]                                        1.00       1.00
## new.R2[13]                                        1.00       1.00
## new.R2[14]                                        1.00       1.00
## new.R2[15]                                        1.00       1.01
## new.R2[16]                                        1.00       1.00
## new.R2[17]                                        1.00       1.00
## new.R2[18]                                        1.00       1.00
## new.R2[19]                                        1.00       1.00
## new.R2[20]                                        1.00       1.00
## new.R2[21]                                        1.00       1.00
## new.R2[22]                                        1.00       1.00
## new.R2[23]                                        1.00       1.00
## new.R2[24]                                        1.00       1.00
## new.R2[25]                                        1.00       1.00
## new.R2[26]                                        1.00       1.01
## new.R2[27]                                        1.00       1.00
## new.R2[28]                                        1.00       1.00
## new.R2[29]                                        1.00       1.00
## new.R2[30]                                        1.00       1.00
## new.R2[31]                                        1.00       1.00
## new.R2[32]                                        1.00       1.00
## new.R2[33]                                        1.00       1.00
## new.R2[34]                                        1.00       1.00
## new.R2[35]                                        1.00       1.00
## new.R2[36]                                        1.00       1.01
## new.R2[37]                                        1.01       1.02
## new.R2[38]                                        1.00       1.00
## new.R2[39]                                        1.00       1.01
## new.R2[40]                                        1.00       1.00
## new.R2[41]                                        1.00       1.00
## new.R2[42]                                        1.00       1.00
## new.R2[43]                                        1.00       1.00
## new.R2[44]                                        1.00       1.00
## new.R2[45]                                        1.00       1.01
## new.R2[46]                                        1.00       1.01
## new.R2[47]                                        1.00       1.00
## new.R2[48]                                        1.00       1.00
## new.R2[49]                                        1.00       1.00
## new.R2[50]                                        1.00       1.00
## new.R2[51]                                        1.00       1.00
## new.R2[52]                                        1.00       1.01
## new.R2[53]                                        1.00       1.00
## new.R2[54]                                        1.00       1.00
## new.R2[55]                                        1.00       1.00
## new.R2[56]                                        1.00       1.00
## new.R2[57]                                        1.00       1.00
## new.R2[58]                                        1.00       1.00
## new.R2[59]                                        1.00       1.00
## new.R2[60]                                        1.00       1.00
## new.R2[61]                                        1.00       1.01
## new.R2[62]                                        1.00       1.00
## new.R2[63]                                        1.00       1.00
## new.R2[64]                                        1.00       1.00
## new.R2[65]                                        1.00       1.00
## new.R2[66]                                        1.00       1.00
## new.R2[67]                                        1.00       1.00
## new.R2[68]                                        1.00       1.01
## new.R2[69]                                        1.00       1.00
## new.R2[70]                                        1.00       1.00
## new.R2[71]                                        1.00       1.00
## new.R2[72]                                        1.00       1.00
## new.R2[73]                                        1.00       1.00
## new.R2[74]                                        1.00       1.00
## new.R2[75]                                        1.00       1.00
## new.R2[76]                                        1.00       1.00
## new.R2[77]                                        1.00       1.00
## new.R2[78]                                        1.00       1.01
## new.R2[79]                                        1.00       1.01
## new.R2[80]                                        1.00       1.00
## new.R2[81]                                        1.00       1.00
## new.R2[82]                                        1.00       1.00
## new.R2[83]                                        1.00       1.00
## new.R2[84]                                        1.00       1.00
## new.R2[85]                                        1.00       1.00
## new.R2[86]                                        1.00       1.00
## new.R2[87]                                        1.00       1.00
## new.R2[88]                                        1.00       1.00
## new.R2[89]                                        1.00       1.00
## new.R2[90]                                        1.00       1.00
## new.R2[91]                                        1.00       1.01
## new.R2[92]                                        1.00       1.01
## new.R2[93]                                        1.00       1.00
## new.R2[94]                                        1.00       1.00
## new.R2[95]                                        1.00       1.00
## new.R2[96]                                        1.00       1.00
## new.R2[97]                                        1.00       1.01
## new.R2[98]                                        1.00       1.01
## new.R2[99]                                        1.00       1.00
## new.R2[100]                                       1.00       1.01
## new.R2[101]                                       1.00       1.00
## new.R2[102]                                       1.00       1.00
## new.R2[103]                                       1.00       1.00
## new.R2[104]                                       1.00       1.00
## new.R2[105]                                       1.00       1.00
## new.R2[106]                                       1.00       1.00
## new.R2[107]                                       1.00       1.00
## new.R2[108]                                       1.00       1.00
## new.R2[109]                                       1.00       1.00
## new.R2[110]                                       1.00       1.00
## new.R2[111]                                       1.00       1.01
## new.R2[112]                                       1.00       1.00
## new.R2[113]                                       1.00       1.01
## new.R2[114]                                       1.00       1.00
## new.R2[115]                                       1.00       1.00
## new.R2[116]                                       1.00       1.00
## new.R2[117]                                       1.00       1.01
## new.R2[118]                                       1.00       1.01
## new.R2[119]                                       1.00       1.00
## new.R2[120]                                       1.00       1.00
## new.R2[121]                                       1.00       1.00
## new.R2[122]                                       1.00       1.01
## new.R2[123]                                       1.00       1.00
## new.R2[124]                                       1.00       1.00
## new.R2[125]                                       1.00       1.00
## new.R2[126]                                       1.00       1.00
## new.R2[127]                                       1.00       1.01
## new.R2[128]                                       1.00       1.00
## new.R2[129]                                       1.00       1.00
## new.R2[130]                                       1.00       1.00
## new.R2[131]                                       1.00       1.00
## new.R2[132]                                       1.00       1.00
## new.R2[133]                                       1.00       1.00
## new.R2[134]                                       1.00       1.00
## new.R2[135]                                       1.00       1.00
## new.R2[136]                                       1.00       1.00
## new.R2[137]                                       1.00       1.00
## new.R2[138]                                       1.00       1.00
## new.R2[139]                                       1.00       1.00
## new.R2[140]                                       1.00       1.00
## new.R2[141]                                       1.00       1.00
## new.R2[142]                                       1.00       1.01
## new.R2[143]                                       1.00       1.00
## new.R2[144]                                       1.00       1.00
## new.R2[145]                                       1.00       1.01
## new.R2[146]                                       1.00       1.00
## new.R2[147]                                       1.00       1.00
## new.R2[148]                                       1.00       1.01
## new.R2[149]                                       1.00       1.00
## new.R2[150]                                       1.00       1.00
## new.R2[151]                                       1.00       1.01
## new.R2[152]                                       1.00       1.00
## new.R2[153]                                       1.00       1.01
## new.R2[154]                                       1.00       1.00
## new.R2[155]                                       1.00       1.00
## new.R2[156]                                       1.00       1.00
## new.R2[157]                                       1.00       1.00
## new.R2[158]                                       1.00       1.01
## new.R2[159]                                       1.00       1.01
## new.R2[160]                                       1.00       1.00
## new.R2[161]                                       1.00       1.00
## new.R2[162]                                       1.00       1.00
## new.R2[163]                                       1.00       1.00
## new.R2[164]                                       1.00       1.01
## new.R2[165]                                       1.00       1.00
## new.R2[166]                                       1.00       1.00
## new.R2[167]                                       1.00       1.00
## new.R2[168]                                       1.00       1.00
## new.R2[169]                                       1.00       1.00
## new.R2[170]                                       1.00       1.00
## new.R2[171]                                       1.00       1.00
## new.R2[172]                                       1.00       1.00
## new.R2[173]                                       1.00       1.01
## new.R2[174]                                       1.00       1.00
## new.R2[175]                                       1.00       1.00
## new.R2[176]                                       1.00       1.00
## new.R2[177]                                       1.00       1.00
## new.R2[178]                                       1.00       1.00
## new.R2[179]                                       1.00       1.00
## new.R2[180]                                       1.00       1.00
## new.R2[181]                                       1.00       1.00
## new.R2[182]                                       1.00       1.00
## new.R2[183]                                       1.00       1.00
## new.R2[184]                                       1.00       1.00
## new.R2[185]                                       1.00       1.00
## new.R2[186]                                       1.00       1.00
## new.R2[187]                                       1.00       1.00
## new.R2[188]                                       1.00       1.00
## new.R2[189]                                       1.00       1.00
## new.R2[190]                                       1.00       1.00
## new.R2[191]                                       1.00       1.00
## new.R2[192]                                       1.00       1.00
## new.R2[193]                                       1.00       1.01
## new.R2[194]                                       1.00       1.01
## new.R2[195]                                       1.00       1.00
## new.R2[196]                                       1.00       1.00
## new.R2[197]                                       1.00       1.01
## new.R2[198]                                       1.00       1.00
## new.R2[199]                                       1.00       1.00
## new.R2[200]                                       1.00       1.00
## new.R2[201]                                       1.00       1.00
## new.R2[202]                                       1.00       1.00
## new.R2[203]                                       1.00       1.00
## new.R2[204]                                       1.00       1.00
## new.R2[205]                                       1.00       1.00
## new.R3                                            1.00       1.00
library(bayesplot)
#mcmc_areas(out_sistem_jags1, regex_pars = "beta.ranef.cont.fore_dist")


# effect sizes plot
plot_coef(model1_jags,
          out_sistem_jags1,
          submodel = "state",
          ordered = T,
          combine = F)
## $sistema

## 
## $fore_dist

## 
## $human_foot

# effect sizes plot
plot_coef(model1_jags,
          out_sistem_jags1,
          submodel = "det",
          ordered = T,
          combine = F)
## $hour_day

## 
## $hour_day_squared

## 
## $rain

# response curves (= marginal effect plots)
plot_effects(object = model1_jags,
             mcmc.list = out_sistem_jags1,
             submodel = "state")
## $sistema

## 
## $fore_dist

## 
## $human_foot

# response curves (= marginal effect plots)
plot_effects(object = model1_jags,
             mcmc.list = out_sistem_jags1,
             submodel = "det")
## $hour_day

## 
## $rain
## NULL
## 
## $<NA>

Prepare JAGS Model

Inits and Parameters

Run JAGS

Diagnostics

Estimated parameters and covariates

Prediction Graphs