setwd("~/Library/CloudStorage/GoogleDrive-icarounam@gmail.com/Mi unidad/Agrosavia/Colaboraciones/René/1er_Cd/data")
datos<-read.table("percentage.csv", header=T, sep=',')
datos$trat<-as.factor(datos$trat)
datos$gen<-as.factor(datos$gen)
datos$curva<-as.factor(datos$curva)
datos$id<-as.factor(datos$id)
datos$muestra<-as.factor(datos$muestra)
datos$dia<-as.factor(datos$dia)
library(easystats)
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## ✔ performance 0.10.8 ✔ parameters 0.21.3
## ✔ report 0.5.7 ✔ see 0.8.1
library(ggplot2)
library(Rmisc)
## Loading required package: lattice
## Loading required package: plyr
library(dplyr)
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##
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library(tidyverse)
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library(ggpubr)
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library(rstatix)
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###
library(ggpubr)
library(rstatix)
library(broom)
## Warning: package 'broom' was built under R version 4.1.2
datos2 <- filter(datos, datos$dia == "2" | datos$dia == "5" | datos$dia == "6")
datos2.fin <-droplevels(datos2)
### Pearson tratamientos
datos %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos$trat) %>%
correlation()
## # Correlation Matrix (pearson-method)
##
## Group | Parameter1 | Parameter2 | r | 95% CI | t(34) | p
## ----------------------------------------------------------------------------------
## T1 | cd.testa | cd.grano | 0.04 | [-0.29, 0.36] | 0.24 | > .999
## T1 | cd.testa | pdcd.grano | -0.49 | [-0.70, -0.19] | -3.27 | 0.029*
## T1 | cd.testa | picd.testa | 0.66 | [ 0.42, 0.81] | 5.13 | < .001***
## T1 | cd.testa | ph.testa | 0.38 | [ 0.06, 0.63] | 2.38 | 0.206
## T1 | cd.testa | ph.grano | -0.13 | [-0.44, 0.20] | -0.79 | > .999
## T1 | cd.testa | tf | 0.93 | [ 0.87, 0.97] | 14.99 | < .001***
## T1 | cd.testa | pi.tf | 0.63 | [ 0.38, 0.79] | 4.74 | < .001***
## T1 | cd.grano | pdcd.grano | 0.50 | [ 0.20, 0.71] | 3.35 | 0.026*
## T1 | cd.grano | picd.testa | -0.40 | [-0.64, -0.08] | -2.55 | 0.155
## T1 | cd.grano | ph.testa | -0.62 | [-0.79, -0.37] | -4.66 | < .001***
## T1 | cd.grano | ph.grano | -0.22 | [-0.51, 0.12] | -1.30 | > .999
## T1 | cd.grano | tf | -0.31 | [-0.58, 0.02] | -1.89 | 0.537
## T1 | cd.grano | pi.tf | -0.42 | [-0.66, -0.11] | -2.72 | 0.113
## T1 | pdcd.grano | picd.testa | -0.72 | [-0.85, -0.52] | -6.11 | < .001***
## T1 | pdcd.grano | ph.testa | -0.52 | [-0.72, -0.23] | -3.54 | 0.017*
## T1 | pdcd.grano | ph.grano | 0.10 | [-0.23, 0.42] | 0.61 | > .999
## T1 | pdcd.grano | tf | -0.65 | [-0.81, -0.41] | -4.98 | < .001***
## T1 | pdcd.grano | pi.tf | -0.81 | [-0.90, -0.65] | -7.99 | < .001***
## T1 | picd.testa | ph.testa | 0.59 | [ 0.32, 0.77] | 4.27 | 0.003**
## T1 | picd.testa | ph.grano | -0.09 | [-0.40, 0.25] | -0.50 | > .999
## T1 | picd.testa | tf | 0.78 | [ 0.61, 0.88] | 7.36 | < .001***
## T1 | picd.testa | pi.tf | 0.99 | [ 0.97, 0.99] | 35.80 | < .001***
## T1 | ph.testa | ph.grano | 0.53 | [ 0.24, 0.73] | 3.62 | 0.014*
## T1 | ph.testa | tf | 0.60 | [ 0.34, 0.78] | 4.36 | 0.002**
## T1 | ph.testa | pi.tf | 0.58 | [ 0.31, 0.76] | 4.12 | 0.004**
## T1 | ph.grano | tf | -0.05 | [-0.37, 0.28] | -0.30 | > .999
## T1 | ph.grano | pi.tf | -0.10 | [-0.41, 0.24] | -0.56 | > .999
## T1 | tf | pi.tf | 0.77 | [ 0.58, 0.87] | 6.93 | < .001***
## T2 | cd.testa | cd.grano | 0.10 | [-0.24, 0.41] | 0.58 | > .999
## T2 | cd.testa | pdcd.grano | -0.57 | [-0.76, -0.30] | -4.06 | 0.004**
## T2 | cd.testa | picd.testa | 0.67 | [ 0.44, 0.82] | 5.24 | < .001***
## T2 | cd.testa | ph.testa | 0.48 | [ 0.18, 0.70] | 3.21 | 0.030*
## T2 | cd.testa | ph.grano | 1.39e-03 | [-0.33, 0.33] | 8.13e-03 | > .999
## T2 | cd.testa | tf | 0.70 | [ 0.49, 0.84] | 5.78 | < .001***
## T2 | cd.testa | pi.tf | 0.65 | [ 0.41, 0.80] | 4.96 | < .001***
## T2 | cd.grano | pdcd.grano | 0.48 | [ 0.19, 0.70] | 3.23 | 0.030*
## T2 | cd.grano | picd.testa | -0.45 | [-0.68, -0.14] | -2.90 | 0.058
## T2 | cd.grano | ph.testa | -0.33 | [-0.59, 0.00] | -2.04 | 0.342
## T2 | cd.grano | ph.grano | 0.54 | [ 0.26, 0.74] | 3.74 | 0.009**
## T2 | cd.grano | tf | -0.61 | [-0.78, -0.35] | -4.48 | 0.001**
## T2 | cd.grano | pi.tf | -0.49 | [-0.71, -0.20] | -3.31 | 0.027*
## T2 | pdcd.grano | picd.testa | -0.73 | [-0.86, -0.53] | -6.30 | < .001***
## T2 | pdcd.grano | ph.testa | -0.75 | [-0.86, -0.56] | -6.58 | < .001***
## T2 | pdcd.grano | ph.grano | 0.25 | [-0.09, 0.53] | 1.48 | 0.891
## T2 | pdcd.grano | tf | -0.79 | [-0.89, -0.63] | -7.62 | < .001***
## T2 | pdcd.grano | pi.tf | -0.86 | [-0.93, -0.75] | -10.02 | < .001***
## T2 | picd.testa | ph.testa | 0.83 | [ 0.69, 0.91] | 8.70 | < .001***
## T2 | picd.testa | ph.grano | -0.23 | [-0.52, 0.11] | -1.38 | 0.891
## T2 | picd.testa | tf | 0.82 | [ 0.67, 0.90] | 8.35 | < .001***
## T2 | picd.testa | pi.tf | 0.97 | [ 0.94, 0.98] | 23.30 | < .001***
## T2 | ph.testa | ph.grano | 0.01 | [-0.32, 0.34] | 0.07 | > .999
## T2 | ph.testa | tf | 0.61 | [ 0.35, 0.78] | 4.46 | 0.001**
## T2 | ph.testa | pi.tf | 0.86 | [ 0.74, 0.93] | 9.93 | < .001***
## T2 | ph.grano | tf | -0.35 | [-0.61, -0.02] | -2.18 | 0.291
## T2 | ph.grano | pi.tf | -0.21 | [-0.50, 0.13] | -1.26 | 0.891
## T2 | tf | pi.tf | 0.85 | [ 0.72, 0.92] | 9.36 | < .001***
## T3 | cd.testa | cd.grano | 0.09 | [-0.25, 0.40] | 0.50 | > .999
## T3 | cd.testa | pdcd.grano | -0.32 | [-0.58, 0.01] | -1.94 | 0.427
## T3 | cd.testa | picd.testa | 0.77 | [ 0.60, 0.88] | 7.14 | < .001***
## T3 | cd.testa | ph.testa | 0.81 | [ 0.66, 0.90] | 8.09 | < .001***
## T3 | cd.testa | ph.grano | -0.25 | [-0.53, 0.09] | -1.48 | 0.597
## T3 | cd.testa | tf | 0.91 | [ 0.83, 0.95] | 12.84 | < .001***
## T3 | cd.testa | pi.tf | 0.70 | [ 0.48, 0.84] | 5.73 | < .001***
## T3 | cd.grano | pdcd.grano | 0.51 | [ 0.21, 0.72] | 3.42 | 0.020*
## T3 | cd.grano | picd.testa | -0.47 | [-0.69, -0.17] | -3.09 | 0.039*
## T3 | cd.grano | ph.testa | -0.18 | [-0.48, 0.16] | -1.06 | 0.896
## T3 | cd.grano | ph.grano | 0.36 | [ 0.04, 0.62] | 2.25 | 0.276
## T3 | cd.grano | tf | -0.30 | [-0.57, 0.03] | -1.82 | 0.469
## T3 | cd.grano | pi.tf | -0.52 | [-0.72, -0.23] | -3.55 | 0.015*
## T3 | pdcd.grano | picd.testa | -0.62 | [-0.79, -0.36] | -4.57 | < .001***
## T3 | pdcd.grano | ph.testa | -0.28 | [-0.56, 0.05] | -1.72 | 0.469
## T3 | pdcd.grano | ph.grano | 0.62 | [ 0.37, 0.79] | 4.63 | < .001***
## T3 | pdcd.grano | tf | -0.50 | [-0.71, -0.21] | -3.37 | 0.021*
## T3 | pdcd.grano | pi.tf | -0.77 | [-0.88, -0.60] | -7.11 | < .001***
## T3 | picd.testa | ph.testa | 0.71 | [ 0.50, 0.84] | 5.90 | < .001***
## T3 | picd.testa | ph.grano | -0.55 | [-0.75, -0.28] | -3.89 | 0.006**
## T3 | picd.testa | tf | 0.94 | [ 0.88, 0.97] | 16.02 | < .001***
## T3 | picd.testa | pi.tf | 0.97 | [ 0.95, 0.99] | 24.41 | < .001***
## T3 | ph.testa | ph.grano | -0.02 | [-0.35, 0.31] | -0.11 | > .999
## T3 | ph.testa | tf | 0.85 | [ 0.72, 0.92] | 9.44 | < .001***
## T3 | ph.testa | pi.tf | 0.65 | [ 0.41, 0.81] | 4.97 | < .001***
## T3 | ph.grano | tf | -0.36 | [-0.62, -0.04] | -2.26 | 0.276
## T3 | ph.grano | pi.tf | -0.60 | [-0.77, -0.34] | -4.35 | 0.002**
## T3 | tf | pi.tf | 0.89 | [ 0.80, 0.94] | 11.51 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 36
datos2.fin %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos2.fin$trat) %>%
correlation(method = "pearson")
## # Correlation Matrix (pearson-method)
##
## Group | Parameter1 | Parameter2 | r | 95% CI | t(25) | p
## ----------------------------------------------------------------------------
## T1 | cd.testa | cd.grano | 0.27 | [-0.12, 0.59] | 1.40 | > .999
## T1 | cd.testa | pdcd.grano | -0.27 | [-0.59, 0.12] | -1.39 | > .999
## T1 | cd.testa | picd.testa | 0.55 | [ 0.21, 0.77] | 3.28 | 0.060
## T1 | cd.testa | ph.testa | 0.24 | [-0.15, 0.57] | 1.25 | > .999
## T1 | cd.testa | ph.grano | 0.04 | [-0.34, 0.42] | 0.22 | > .999
## T1 | cd.testa | tf | 0.91 | [ 0.81, 0.96] | 11.02 | < .001***
## T1 | cd.testa | pi.tf | 0.51 | [ 0.16, 0.75] | 2.97 | 0.122
## T1 | cd.grano | pdcd.grano | 0.43 | [ 0.05, 0.69] | 2.35 | 0.379
## T1 | cd.grano | picd.testa | -0.29 | [-0.61, 0.10] | -1.53 | > .999
## T1 | cd.grano | ph.testa | -0.60 | [-0.80, -0.29] | -3.77 | 0.019*
## T1 | cd.grano | ph.grano | -0.31 | [-0.62, 0.08] | -1.63 | > .999
## T1 | cd.grano | tf | -0.14 | [-0.50, 0.25] | -0.73 | > .999
## T1 | cd.grano | pi.tf | -0.33 | [-0.63, 0.06] | -1.74 | > .999
## T1 | pdcd.grano | picd.testa | -0.59 | [-0.79, -0.27] | -3.67 | 0.024*
## T1 | pdcd.grano | ph.testa | -0.37 | [-0.66, 0.01] | -2.00 | 0.730
## T1 | pdcd.grano | ph.grano | -0.06 | [-0.43, 0.33] | -0.30 | > .999
## T1 | pdcd.grano | tf | -0.46 | [-0.72, -0.10] | -2.60 | 0.234
## T1 | pdcd.grano | pi.tf | -0.72 | [-0.87, -0.47] | -5.23 | < .001***
## T1 | picd.testa | ph.testa | 0.48 | [ 0.12, 0.73] | 2.73 | 0.192
## T1 | picd.testa | ph.grano | 0.06 | [-0.32, 0.43] | 0.32 | > .999
## T1 | picd.testa | tf | 0.70 | [ 0.43, 0.85] | 4.87 | 0.001**
## T1 | picd.testa | pi.tf | 0.98 | [ 0.96, 0.99] | 25.99 | < .001***
## T1 | ph.testa | ph.grano | 0.72 | [ 0.47, 0.87] | 5.24 | < .001***
## T1 | ph.testa | tf | 0.51 | [ 0.16, 0.74] | 2.93 | 0.127
## T1 | ph.testa | pi.tf | 0.46 | [ 0.10, 0.72] | 2.62 | 0.234
## T1 | ph.grano | tf | 0.15 | [-0.24, 0.50] | 0.78 | > .999
## T1 | ph.grano | pi.tf | 0.04 | [-0.34, 0.42] | 0.23 | > .999
## T1 | tf | pi.tf | 0.68 | [ 0.40, 0.84] | 4.58 | 0.003**
## T2 | cd.testa | cd.grano | 0.16 | [-0.24, 0.51] | 0.79 | > .999
## T2 | cd.testa | pdcd.grano | -0.41 | [-0.69, -0.04] | -2.27 | 0.295
## T2 | cd.testa | picd.testa | 0.54 | [ 0.21, 0.77] | 3.23 | 0.059
## T2 | cd.testa | ph.testa | 0.32 | [-0.07, 0.63] | 1.70 | 0.814
## T2 | cd.testa | ph.grano | 0.16 | [-0.24, 0.51] | 0.79 | > .999
## T2 | cd.testa | tf | 0.61 | [ 0.30, 0.81] | 3.88 | 0.013*
## T2 | cd.testa | pi.tf | 0.52 | [ 0.18, 0.75] | 3.05 | 0.069
## T2 | cd.grano | pdcd.grano | 0.53 | [ 0.18, 0.76] | 3.10 | 0.067
## T2 | cd.grano | picd.testa | -0.48 | [-0.73, -0.12] | -2.72 | 0.129
## T2 | cd.grano | ph.testa | -0.42 | [-0.69, -0.05] | -2.31 | 0.295
## T2 | cd.grano | ph.grano | 0.49 | [ 0.13, 0.73] | 2.78 | 0.121
## T2 | cd.grano | tf | -0.66 | [-0.83, -0.38] | -4.45 | 0.003**
## T2 | cd.grano | pi.tf | -0.54 | [-0.76, -0.20] | -3.22 | 0.059
## T2 | pdcd.grano | picd.testa | -0.61 | [-0.81, -0.30] | -3.89 | 0.013*
## T2 | pdcd.grano | ph.testa | -0.69 | [-0.85, -0.42] | -4.74 | 0.002**
## T2 | pdcd.grano | ph.grano | 0.16 | [-0.23, 0.51] | 0.83 | > .999
## T2 | pdcd.grano | tf | -0.73 | [-0.87, -0.48] | -5.30 | < .001***
## T2 | pdcd.grano | pi.tf | -0.81 | [-0.91, -0.61] | -6.82 | < .001***
## T2 | picd.testa | ph.testa | 0.80 | [ 0.61, 0.91] | 6.70 | < .001***
## T2 | picd.testa | ph.grano | -0.13 | [-0.49, 0.26] | -0.66 | > .999
## T2 | picd.testa | tf | 0.76 | [ 0.53, 0.88] | 5.82 | < .001***
## T2 | picd.testa | pi.tf | 0.96 | [ 0.91, 0.98] | 16.34 | < .001***
## T2 | ph.testa | ph.grano | 0.04 | [-0.34, 0.42] | 0.22 | > .999
## T2 | ph.testa | tf | 0.54 | [ 0.20, 0.76] | 3.20 | 0.059
## T2 | ph.testa | pi.tf | 0.85 | [ 0.69, 0.93] | 7.93 | < .001***
## T2 | ph.grano | tf | -0.27 | [-0.59, 0.13] | -1.38 | > .999
## T2 | ph.grano | pi.tf | -0.11 | [-0.47, 0.28] | -0.55 | > .999
## T2 | tf | pi.tf | 0.80 | [ 0.61, 0.91] | 6.71 | < .001***
## T3 | cd.testa | cd.grano | 0.37 | [-0.01, 0.66] | 2.00 | 0.707
## T3 | cd.testa | pdcd.grano | 0.04 | [-0.35, 0.41] | 0.19 | > .999
## T3 | cd.testa | picd.testa | 0.62 | [ 0.31, 0.81] | 3.95 | 0.012*
## T3 | cd.testa | ph.testa | 0.78 | [ 0.57, 0.89] | 6.20 | < .001***
## T3 | cd.testa | ph.grano | 0.15 | [-0.24, 0.50] | 0.78 | > .999
## T3 | cd.testa | tf | 0.85 | [ 0.70, 0.93] | 8.24 | < .001***
## T3 | cd.testa | pi.tf | 0.49 | [ 0.14, 0.73] | 2.81 | 0.160
## T3 | cd.grano | pdcd.grano | 0.48 | [ 0.12, 0.72] | 2.71 | 0.194
## T3 | cd.grano | picd.testa | -0.41 | [-0.68, -0.04] | -2.25 | 0.472
## T3 | cd.grano | ph.testa | -0.02 | [-0.40, 0.36] | -0.12 | > .999
## T3 | cd.grano | ph.grano | 0.26 | [-0.13, 0.58] | 1.37 | > .999
## T3 | cd.grano | tf | -0.14 | [-0.49, 0.25] | -0.71 | > .999
## T3 | cd.grano | pi.tf | -0.50 | [-0.74, -0.15] | -2.87 | 0.148
## T3 | pdcd.grano | picd.testa | -0.37 | [-0.66, 0.01] | -2.02 | 0.707
## T3 | pdcd.grano | ph.testa | -0.03 | [-0.40, 0.36] | -0.14 | > .999
## T3 | pdcd.grano | ph.grano | 0.45 | [ 0.09, 0.71] | 2.54 | 0.267
## T3 | pdcd.grano | tf | -0.20 | [-0.54, 0.19] | -1.04 | > .999
## T3 | pdcd.grano | pi.tf | -0.65 | [-0.82, -0.35] | -4.25 | 0.006**
## T3 | picd.testa | ph.testa | 0.61 | [ 0.30, 0.80] | 3.84 | 0.015*
## T3 | picd.testa | ph.grano | -0.26 | [-0.58, 0.13] | -1.36 | > .999
## T3 | picd.testa | tf | 0.89 | [ 0.78, 0.95] | 9.90 | < .001***
## T3 | picd.testa | pi.tf | 0.95 | [ 0.88, 0.97] | 14.47 | < .001***
## T3 | ph.testa | ph.grano | 0.33 | [-0.05, 0.63] | 1.78 | 0.877
## T3 | ph.testa | tf | 0.84 | [ 0.67, 0.92] | 7.69 | < .001***
## T3 | ph.testa | pi.tf | 0.51 | [ 0.16, 0.74] | 2.93 | 0.134
## T3 | ph.grano | tf | 0.03 | [-0.35, 0.41] | 0.16 | > .999
## T3 | ph.grano | pi.tf | -0.35 | [-0.64, 0.04] | -1.86 | 0.828
## T3 | tf | pi.tf | 0.80 | [ 0.61, 0.91] | 6.70 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 27
### Spearman tratamientos
datos %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, pdph.grano, piph.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos$trat) %>%
correlation(method = "spearman")
## # Correlation Matrix (spearman-method)
##
## Group | Parameter1 | Parameter2 | rho | 95% CI | S | p
## ----------------------------------------------------------------------------------
## T1 | cd.testa | cd.grano | 0.13 | [-0.22, 0.45] | 6774.00 | > .999
## T1 | cd.testa | pdcd.grano | -0.56 | [-0.75, -0.27] | 12083.44 | 0.011*
## T1 | cd.testa | picd.testa | 0.64 | [ 0.38, 0.80] | 2817.61 | < .001***
## T1 | cd.testa | pdph.grano | -0.02 | [-0.35, 0.32] | 7899.00 | > .999
## T1 | cd.testa | piph.testa | 0.40 | [ 0.08, 0.65] | 4629.66 | 0.232
## T1 | cd.testa | ph.testa | 0.27 | [-0.07, 0.56] | 5652.00 | > .999
## T1 | cd.testa | ph.grano | -0.12 | [-0.44, 0.23] | 8712.00 | > .999
## T1 | cd.testa | tf | 0.86 | [ 0.74, 0.93] | 1090.00 | < .001***
## T1 | cd.testa | pi.tf | 0.61 | [ 0.35, 0.79] | 2994.98 | 0.002**
## T1 | cd.grano | pdcd.grano | 0.50 | [ 0.20, 0.72] | 3883.87 | 0.040*
## T1 | cd.grano | picd.testa | -0.51 | [-0.72, -0.21] | 11720.63 | 0.034*
## T1 | cd.grano | pdph.grano | -0.07 | [-0.40, 0.27] | 8316.23 | > .999
## T1 | cd.grano | piph.testa | -0.47 | [-0.69, -0.15] | 11398.13 | 0.074
## T1 | cd.grano | ph.testa | -0.63 | [-0.80, -0.37] | 12652.00 | 0.001**
## T1 | cd.grano | ph.grano | -0.22 | [-0.52, 0.13] | 9460.00 | > .999
## T1 | cd.grano | tf | -0.35 | [-0.61, -0.01] | 10484.00 | 0.552
## T1 | cd.grano | pi.tf | -0.53 | [-0.74, -0.24] | 11920.17 | 0.019*
## T1 | pdcd.grano | picd.testa | -0.86 | [-0.93, -0.73] | 14434.93 | < .001***
## T1 | pdcd.grano | pdph.grano | 0.12 | [-0.23, 0.44] | 6839.63 | > .999
## T1 | pdcd.grano | piph.testa | -0.46 | [-0.69, -0.14] | 11320.84 | 0.086
## T1 | pdcd.grano | ph.testa | -0.49 | [-0.71, -0.19] | 11615.81 | 0.043*
## T1 | pdcd.grano | ph.grano | 0.15 | [-0.20, 0.46] | 6623.11 | > .999
## T1 | pdcd.grano | tf | -0.80 | [-0.90, -0.63] | 13978.13 | < .001***
## T1 | pdcd.grano | pi.tf | -0.92 | [-0.96, -0.85] | 14932.62 | < .001***
## T1 | picd.testa | pdph.grano | -0.03 | [-0.36, 0.31] | 7973.14 | > .999
## T1 | picd.testa | piph.testa | 0.62 | [ 0.35, 0.79] | 2986.12 | 0.002**
## T1 | picd.testa | ph.testa | 0.65 | [ 0.41, 0.81] | 2688.61 | < .001***
## T1 | picd.testa | ph.grano | -0.02 | [-0.35, 0.32] | 7892.95 | > .999
## T1 | picd.testa | tf | 0.89 | [ 0.78, 0.94] | 890.67 | < .001***
## T1 | picd.testa | pi.tf | 0.98 | [ 0.97, 0.99] | 117.82 | < .001***
## T1 | pdph.grano | piph.testa | 0.52 | [ 0.22, 0.73] | 3709.29 | 0.025*
## T1 | pdph.grano | ph.testa | 0.48 | [ 0.17, 0.70] | 4029.00 | 0.056
## T1 | pdph.grano | ph.grano | 0.67 | [ 0.44, 0.82] | 2529.37 | < .001***
## T1 | pdph.grano | tf | 0.01 | [-0.33, 0.35] | 7685.34 | > .999
## T1 | pdph.grano | pi.tf | -0.08 | [-0.41, 0.26] | 8420.04 | > .999
## T1 | piph.testa | ph.testa | 0.96 | [ 0.92, 0.98] | 332.34 | < .001***
## T1 | piph.testa | ph.grano | 0.59 | [ 0.32, 0.78] | 3166.31 | 0.004**
## T1 | piph.testa | tf | 0.65 | [ 0.40, 0.81] | 2745.05 | < .001***
## T1 | piph.testa | pi.tf | 0.58 | [ 0.30, 0.77] | 3266.45 | 0.006**
## T1 | ph.testa | ph.grano | 0.58 | [ 0.30, 0.77] | 3284.00 | 0.006**
## T1 | ph.testa | tf | 0.61 | [ 0.34, 0.78] | 3064.00 | 0.003**
## T1 | ph.testa | pi.tf | 0.62 | [ 0.36, 0.79] | 2920.41 | 0.002**
## T1 | ph.grano | tf | 1.03e-03 | [-0.34, 0.34] | 7762.00 | > .999
## T1 | ph.grano | pi.tf | -0.06 | [-0.39, 0.28] | 8247.70 | > .999
## T1 | tf | pi.tf | 0.88 | [ 0.77, 0.94] | 945.09 | < .001***
## T2 | cd.testa | cd.grano | -0.03 | [-0.37, 0.31] | 8025.03 | > .999
## T2 | cd.testa | pdcd.grano | -0.68 | [-0.83, -0.45] | 13088.91 | < .001***
## T2 | cd.testa | picd.testa | 0.70 | [ 0.48, 0.84] | 2300.90 | < .001***
## T2 | cd.testa | pdph.grano | -0.15 | [-0.47, 0.19] | 8968.44 | > .999
## T2 | cd.testa | piph.testa | 0.43 | [ 0.10, 0.67] | 4465.96 | 0.175
## T2 | cd.testa | ph.testa | 0.48 | [ 0.16, 0.70] | 4076.52 | 0.068
## T2 | cd.testa | ph.grano | 0.02 | [-0.32, 0.35] | 7649.48 | > .999
## T2 | cd.testa | tf | 0.77 | [ 0.58, 0.88] | 1811.23 | < .001***
## T2 | cd.testa | pi.tf | 0.72 | [ 0.50, 0.85] | 2200.11 | < .001***
## T2 | cd.grano | pdcd.grano | 0.50 | [ 0.20, 0.72] | 3885.89 | 0.042*
## T2 | cd.grano | picd.testa | -0.42 | [-0.67, -0.10] | 11057.48 | 0.175
## T2 | cd.grano | pdph.grano | 0.01 | [-0.33, 0.35] | 7691.39 | > .999
## T2 | cd.grano | piph.testa | -0.72 | [-0.85, -0.51] | 13371.42 | < .001***
## T2 | cd.grano | ph.testa | -0.37 | [-0.63, -0.04] | 10636.00 | 0.430
## T2 | cd.grano | ph.grano | 0.57 | [ 0.28, 0.76] | 3379.72 | 0.008**
## T2 | cd.grano | tf | -0.61 | [-0.79, -0.34] | 12512.00 | 0.002**
## T2 | cd.grano | pi.tf | -0.45 | [-0.68, -0.13] | 11275.17 | 0.109
## T2 | pdcd.grano | picd.testa | -0.83 | [-0.91, -0.68] | 14187.11 | < .001***
## T2 | pdcd.grano | pdph.grano | 0.30 | [-0.05, 0.58] | 5462.36 | 0.864
## T2 | pdcd.grano | piph.testa | -0.80 | [-0.90, -0.64] | 13994.13 | < .001***
## T2 | pdcd.grano | ph.testa | -0.76 | [-0.87, -0.57] | 13675.78 | < .001***
## T2 | pdcd.grano | ph.grano | 0.34 | [ 0.01, 0.61] | 5091.06 | 0.553
## T2 | pdcd.grano | tf | -0.87 | [-0.93, -0.75] | 14522.34 | < .001***
## T2 | pdcd.grano | pi.tf | -0.90 | [-0.95, -0.80] | 14729.48 | < .001***
## T2 | picd.testa | pdph.grano | -0.31 | [-0.58, 0.03] | 10148.74 | 0.864
## T2 | picd.testa | piph.testa | 0.72 | [ 0.50, 0.85] | 2179.66 | < .001***
## T2 | picd.testa | ph.testa | 0.80 | [ 0.64, 0.90] | 1535.67 | < .001***
## T2 | picd.testa | ph.grano | -0.26 | [-0.55, 0.09] | 9752.49 | > .999
## T2 | picd.testa | tf | 0.84 | [ 0.69, 0.92] | 1277.67 | < .001***
## T2 | picd.testa | pi.tf | 0.98 | [ 0.95, 0.99] | 192.98 | < .001***
## T2 | pdph.grano | piph.testa | -0.08 | [-0.41, 0.26] | 8399.73 | > .999
## T2 | pdph.grano | ph.testa | -0.25 | [-0.54, 0.09] | 9733.22 | > .999
## T2 | pdph.grano | ph.grano | 0.53 | [ 0.23, 0.73] | 3668.95 | 0.022*
## T2 | pdph.grano | tf | -0.20 | [-0.51, 0.14] | 9352.27 | > .999
## T2 | pdph.grano | pi.tf | -0.31 | [-0.59, 0.03] | 10173.11 | 0.864
## T2 | piph.testa | ph.testa | 0.78 | [ 0.60, 0.88] | 1723.12 | < .001***
## T2 | piph.testa | ph.grano | -0.48 | [-0.70, -0.17] | 11486.04 | 0.067
## T2 | piph.testa | tf | 0.79 | [ 0.62, 0.89] | 1626.37 | < .001***
## T2 | piph.testa | pi.tf | 0.75 | [ 0.55, 0.87] | 1976.53 | < .001***
## T2 | ph.testa | ph.grano | -0.12 | [-0.44, 0.23] | 8694.06 | > .999
## T2 | ph.testa | tf | 0.64 | [ 0.39, 0.81] | 2778.00 | < .001***
## T2 | ph.testa | pi.tf | 0.81 | [ 0.65, 0.90] | 1485.28 | < .001***
## T2 | ph.grano | tf | -0.36 | [-0.62, -0.03] | 10598.18 | 0.436
## T2 | ph.grano | pi.tf | -0.27 | [-0.56, 0.07] | 9876.46 | > .999
## T2 | tf | pi.tf | 0.86 | [ 0.74, 0.93] | 1086.19 | < .001***
## T3 | cd.testa | cd.grano | -0.05 | [-0.38, 0.29] | 8169.03 | > .999
## T3 | cd.testa | pdcd.grano | -0.52 | [-0.73, -0.22] | 11807.30 | 0.016*
## T3 | cd.testa | picd.testa | 0.80 | [ 0.64, 0.90] | 1529.62 | < .001***
## T3 | cd.testa | pdph.grano | -0.51 | [-0.72, -0.21] | 11744.81 | 0.019*
## T3 | cd.testa | piph.testa | 0.77 | [ 0.58, 0.88] | 1787.62 | < .001***
## T3 | cd.testa | ph.testa | 0.72 | [ 0.51, 0.85] | 2148.00 | < .001***
## T3 | cd.testa | ph.grano | -0.53 | [-0.73, -0.23] | 11856.00 | 0.015*
## T3 | cd.testa | tf | 0.92 | [ 0.85, 0.96] | 586.00 | < .001***
## T3 | cd.testa | pi.tf | 0.75 | [ 0.55, 0.87] | 1948.87 | < .001***
## T3 | cd.grano | pdcd.grano | 0.54 | [ 0.24, 0.74] | 3600.41 | 0.012*
## T3 | cd.grano | picd.testa | -0.56 | [-0.76, -0.28] | 12143.18 | 0.006**
## T3 | cd.grano | pdph.grano | 0.40 | [ 0.08, 0.65] | 4623.41 | 0.157
## T3 | cd.grano | piph.testa | -0.17 | [-0.48, 0.18] | 9076.21 | > .999
## T3 | cd.grano | ph.testa | -0.32 | [-0.59, 0.02] | 10230.16 | 0.419
## T3 | cd.grano | ph.grano | 0.38 | [ 0.05, 0.64] | 4779.81 | 0.184
## T3 | cd.grano | tf | -0.39 | [-0.64, -0.06] | 10821.20 | 0.178
## T3 | cd.grano | pi.tf | -0.60 | [-0.78, -0.33] | 12460.66 | 0.002**
## T3 | pdcd.grano | picd.testa | -0.78 | [-0.88, -0.60] | 13819.43 | < .001***
## T3 | pdcd.grano | pdph.grano | 0.77 | [ 0.59, 0.88] | 1783.55 | < .001***
## T3 | pdcd.grano | piph.testa | -0.36 | [-0.62, -0.02] | 10557.04 | 0.254
## T3 | pdcd.grano | ph.testa | -0.44 | [-0.68, -0.12] | 11186.48 | 0.087
## T3 | pdcd.grano | ph.grano | 0.77 | [ 0.58, 0.88] | 1797.70 | < .001***
## T3 | pdcd.grano | tf | -0.69 | [-0.83, -0.45] | 13095.28 | < .001***
## T3 | pdcd.grano | pi.tf | -0.86 | [-0.93, -0.74] | 14455.25 | < .001***
## T3 | picd.testa | pdph.grano | -0.70 | [-0.84, -0.47] | 13207.98 | < .001***
## T3 | picd.testa | piph.testa | 0.63 | [ 0.37, 0.80] | 2870.33 | < .001***
## T3 | picd.testa | ph.testa | 0.70 | [ 0.48, 0.84] | 2299.59 | < .001***
## T3 | picd.testa | ph.grano | -0.69 | [-0.84, -0.47] | 13163.81 | < .001***
## T3 | picd.testa | tf | 0.94 | [ 0.88, 0.97] | 457.31 | < .001***
## T3 | picd.testa | pi.tf | 0.98 | [ 0.96, 0.99] | 174.70 | < .001***
## T3 | pdph.grano | piph.testa | -0.19 | [-0.49, 0.16] | 9208.21 | > .999
## T3 | pdph.grano | ph.testa | -0.27 | [-0.56, 0.07] | 9894.47 | 0.640
## T3 | pdph.grano | ph.grano | 0.99 | [ 0.98, 1.00] | 76.36 | < .001***
## T3 | pdph.grano | tf | -0.58 | [-0.76, -0.30] | 12244.69 | 0.005**
## T3 | pdph.grano | pi.tf | -0.73 | [-0.86, -0.52] | 13457.84 | < .001***
## T3 | piph.testa | ph.testa | 0.93 | [ 0.87, 0.97] | 521.81 | < .001***
## T3 | piph.testa | ph.grano | -0.19 | [-0.50, 0.16] | 9255.52 | > .999
## T3 | piph.testa | tf | 0.78 | [ 0.60, 0.88] | 1735.22 | < .001***
## T3 | piph.testa | pi.tf | 0.58 | [ 0.30, 0.76] | 3296.92 | 0.005**
## T3 | ph.testa | ph.grano | -0.25 | [-0.54, 0.10] | 9708.00 | 0.712
## T3 | ph.testa | tf | 0.78 | [ 0.60, 0.89] | 1704.00 | < .001***
## T3 | ph.testa | pi.tf | 0.66 | [ 0.42, 0.82] | 2628.14 | < .001***
## T3 | ph.grano | tf | -0.58 | [-0.77, -0.30] | 12290.00 | 0.004**
## T3 | ph.grano | pi.tf | -0.73 | [-0.85, -0.51] | 13411.74 | < .001***
## T3 | tf | pi.tf | 0.91 | [ 0.83, 0.95] | 691.12 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 36
datos2.fin %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, pdph.grano, piph.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos2.fin$trat) %>%
correlation(method = "spearman")
## # Correlation Matrix (spearman-method)
##
## Group | Parameter1 | Parameter2 | rho | 95% CI | S | p
## ------------------------------------------------------------------------------
## T1 | cd.testa | cd.grano | 0.41 | [ 0.03, 0.69] | 1922.00 | 0.675
## T1 | cd.testa | pdcd.grano | -0.29 | [-0.61, 0.11] | 4234.00 | > .999
## T1 | cd.testa | picd.testa | 0.44 | [ 0.06, 0.71] | 1848.00 | 0.530
## T1 | cd.testa | pdph.grano | -0.07 | [-0.45, 0.33] | 3494.00 | > .999
## T1 | cd.testa | piph.testa | 0.33 | [-0.07, 0.64] | 2196.00 | > .999
## T1 | cd.testa | ph.testa | 0.14 | [-0.26, 0.50] | 2812.00 | > .999
## T1 | cd.testa | ph.grano | 0.09 | [-0.31, 0.46] | 2978.00 | > .999
## T1 | cd.testa | tf | 0.80 | [ 0.59, 0.91] | 660.00 | < .001***
## T1 | cd.testa | pi.tf | 0.40 | [ 0.01, 0.68] | 1974.00 | 0.802
## T1 | cd.grano | pdcd.grano | 0.39 | [ 0.00, 0.68] | 1998.00 | 0.841
## T1 | cd.grano | picd.testa | -0.43 | [-0.70, -0.05] | 4680.00 | 0.566
## T1 | cd.grano | pdph.grano | -0.23 | [-0.57, 0.18] | 4028.00 | > .999
## T1 | cd.grano | piph.testa | -0.51 | [-0.75, -0.15] | 4950.00 | 0.166
## T1 | cd.grano | ph.testa | -0.64 | [-0.82, -0.33] | 5372.00 | 0.010*
## T1 | cd.grano | ph.grano | -0.29 | [-0.61, 0.11] | 4234.00 | > .999
## T1 | cd.grano | tf | -0.17 | [-0.52, 0.24] | 3826.00 | > .999
## T1 | cd.grano | pi.tf | -0.47 | [-0.73, -0.10] | 4820.00 | 0.314
## T1 | pdcd.grano | picd.testa | -0.67 | [-0.84, -0.38] | 5464.00 | 0.005**
## T1 | pdcd.grano | pdph.grano | 0.11 | [-0.29, 0.48] | 2900.00 | > .999
## T1 | pdcd.grano | piph.testa | -0.37 | [-0.67, 0.02] | 4504.00 | 0.973
## T1 | pdcd.grano | ph.testa | -0.35 | [-0.65, 0.05] | 4416.00 | > .999
## T1 | pdcd.grano | ph.grano | -0.05 | [-0.43, 0.34] | 3450.00 | > .999
## T1 | pdcd.grano | tf | -0.58 | [-0.79, -0.24] | 5162.00 | 0.047*
## T1 | pdcd.grano | pi.tf | -0.82 | [-0.92, -0.63] | 5954.00 | < .001***
## T1 | picd.testa | pdph.grano | 0.04 | [-0.35, 0.43] | 3134.00 | > .999
## T1 | picd.testa | piph.testa | 0.64 | [ 0.33, 0.82] | 1176.00 | 0.010*
## T1 | picd.testa | ph.testa | 0.64 | [ 0.34, 0.83] | 1168.00 | 0.010**
## T1 | picd.testa | ph.grano | 0.26 | [-0.14, 0.59] | 2416.00 | > .999
## T1 | picd.testa | tf | 0.77 | [ 0.54, 0.89] | 762.00 | < .001***
## T1 | picd.testa | pi.tf | 0.96 | [ 0.92, 0.98] | 116.00 | < .001***
## T1 | pdph.grano | piph.testa | 0.51 | [ 0.15, 0.75] | 1600.00 | 0.166
## T1 | pdph.grano | ph.testa | 0.52 | [ 0.17, 0.76] | 1562.00 | 0.138
## T1 | pdph.grano | ph.grano | 0.76 | [ 0.52, 0.89] | 788.00 | < .001***
## T1 | pdph.grano | tf | 0.07 | [-0.33, 0.45] | 3034.00 | > .999
## T1 | pdph.grano | pi.tf | -0.05 | [-0.43, 0.35] | 3430.00 | > .999
## T1 | piph.testa | ph.testa | 0.96 | [ 0.91, 0.98] | 138.00 | < .001***
## T1 | piph.testa | ph.grano | 0.75 | [ 0.51, 0.88] | 818.00 | < .001***
## T1 | piph.testa | tf | 0.70 | [ 0.42, 0.86] | 988.00 | 0.002**
## T1 | piph.testa | pi.tf | 0.59 | [ 0.26, 0.80] | 1344.00 | 0.035*
## T1 | ph.testa | ph.grano | 0.72 | [ 0.46, 0.87] | 920.00 | < .001***
## T1 | ph.testa | tf | 0.60 | [ 0.27, 0.80] | 1320.00 | 0.031*
## T1 | ph.testa | pi.tf | 0.60 | [ 0.27, 0.80] | 1326.00 | 0.032*
## T1 | ph.grano | tf | 0.30 | [-0.10, 0.62] | 2284.00 | > .999
## T1 | ph.grano | pi.tf | 0.19 | [-0.22, 0.54] | 2662.00 | > .999
## T1 | tf | pi.tf | 0.75 | [ 0.51, 0.88] | 818.00 | < .001***
## T2 | cd.testa | cd.grano | 0.04 | [-0.35, 0.42] | 3139.96 | > .999
## T2 | cd.testa | pdcd.grano | -0.47 | [-0.73, -0.10] | 4831.47 | 0.247
## T2 | cd.testa | picd.testa | 0.48 | [ 0.12, 0.74] | 1689.52 | 0.226
## T2 | cd.testa | pdph.grano | 0.12 | [-0.28, 0.49] | 2883.88 | > .999
## T2 | cd.testa | piph.testa | 0.25 | [-0.15, 0.59] | 2443.75 | > .999
## T2 | cd.testa | ph.testa | 0.24 | [-0.17, 0.57] | 2504.76 | > .999
## T2 | cd.testa | ph.grano | 0.20 | [-0.21, 0.54] | 2634.21 | > .999
## T2 | cd.testa | tf | 0.66 | [ 0.36, 0.83] | 1125.34 | 0.006**
## T2 | cd.testa | pi.tf | 0.51 | [ 0.15, 0.75] | 1615.49 | 0.160
## T2 | cd.grano | pdcd.grano | 0.55 | [ 0.20, 0.77] | 1486.00 | 0.083
## T2 | cd.grano | picd.testa | -0.46 | [-0.72, -0.09] | 4796.00 | 0.281
## T2 | cd.grano | pdph.grano | -0.16 | [-0.52, 0.25] | 3790.00 | > .999
## T2 | cd.grano | piph.testa | -0.81 | [-0.91, -0.61] | 5920.00 | < .001***
## T2 | cd.grano | ph.testa | -0.51 | [-0.75, -0.15] | 4948.00 | 0.157
## T2 | cd.grano | ph.grano | 0.49 | [ 0.12, 0.74] | 1685.76 | 0.226
## T2 | cd.grano | tf | -0.64 | [-0.82, -0.33] | 5364.00 | 0.010**
## T2 | cd.grano | pi.tf | -0.52 | [-0.76, -0.16] | 4978.00 | 0.137
## T2 | pdcd.grano | picd.testa | -0.68 | [-0.84, -0.39] | 5490.00 | 0.003**
## T2 | pdcd.grano | pdph.grano | 0.02 | [-0.37, 0.40] | 3218.00 | > .999
## T2 | pdcd.grano | piph.testa | -0.79 | [-0.90, -0.57] | 5858.00 | < .001***
## T2 | pdcd.grano | ph.testa | -0.73 | [-0.87, -0.48] | 5682.00 | < .001***
## T2 | pdcd.grano | ph.grano | 0.28 | [-0.12, 0.60] | 2355.86 | > .999
## T2 | pdcd.grano | tf | -0.82 | [-0.92, -0.64] | 5978.00 | < .001***
## T2 | pdcd.grano | pi.tf | -0.84 | [-0.93, -0.67] | 6024.00 | < .001***
## T2 | picd.testa | pdph.grano | -0.09 | [-0.46, 0.31] | 3566.00 | > .999
## T2 | picd.testa | piph.testa | 0.74 | [ 0.48, 0.87] | 868.00 | < .001***
## T2 | picd.testa | ph.testa | 0.81 | [ 0.61, 0.91] | 630.00 | < .001***
## T2 | picd.testa | ph.grano | -0.17 | [-0.53, 0.23] | 3842.09 | > .999
## T2 | picd.testa | tf | 0.80 | [ 0.60, 0.91] | 640.00 | < .001***
## T2 | picd.testa | pi.tf | 0.94 | [ 0.87, 0.97] | 190.00 | < .001***
## T2 | pdph.grano | piph.testa | 0.12 | [-0.28, 0.49] | 2870.00 | > .999
## T2 | pdph.grano | ph.testa | -0.08 | [-0.46, 0.32] | 3542.00 | > .999
## T2 | pdph.grano | ph.grano | 0.56 | [ 0.22, 0.78] | 1442.72 | 0.065
## T2 | pdph.grano | tf | 0.06 | [-0.33, 0.44] | 3066.00 | > .999
## T2 | pdph.grano | pi.tf | -0.08 | [-0.46, 0.32] | 3536.00 | > .999
## T2 | piph.testa | ph.testa | 0.83 | [ 0.64, 0.92] | 570.00 | < .001***
## T2 | piph.testa | ph.grano | -0.40 | [-0.68, -0.01] | 4589.20 | 0.689
## T2 | piph.testa | tf | 0.82 | [ 0.63, 0.92] | 596.00 | < .001***
## T2 | piph.testa | pi.tf | 0.78 | [ 0.56, 0.90] | 722.00 | < .001***
## T2 | ph.testa | ph.grano | -0.17 | [-0.52, 0.24] | 3827.08 | > .999
## T2 | ph.testa | tf | 0.67 | [ 0.38, 0.84] | 1070.00 | 0.004**
## T2 | ph.testa | pi.tf | 0.82 | [ 0.63, 0.92] | 588.00 | < .001***
## T2 | ph.grano | tf | -0.24 | [-0.58, 0.16] | 4075.12 | > .999
## T2 | ph.grano | pi.tf | -0.19 | [-0.54, 0.22] | 3899.10 | > .999
## T2 | tf | pi.tf | 0.86 | [ 0.71, 0.94] | 458.00 | < .001***
## T3 | cd.testa | cd.grano | 0.24 | [-0.17, 0.57] | 2502.00 | > .999
## T3 | cd.testa | pdcd.grano | 0.05 | [-0.35, 0.43] | 3122.00 | > .999
## T3 | cd.testa | picd.testa | 0.59 | [ 0.26, 0.80] | 1338.00 | 0.037*
## T3 | cd.testa | pdph.grano | 0.06 | [-0.34, 0.44] | 3072.00 | > .999
## T3 | cd.testa | piph.testa | 0.74 | [ 0.50, 0.88] | 840.00 | < .001***
## T3 | cd.testa | ph.testa | 0.71 | [ 0.44, 0.86] | 956.00 | 0.001**
## T3 | cd.testa | ph.grano | 0.05 | [-0.35, 0.43] | 3114.00 | > .999
## T3 | cd.testa | tf | 0.84 | [ 0.67, 0.93] | 524.00 | < .001***
## T3 | cd.testa | pi.tf | 0.47 | [ 0.09, 0.72] | 1748.00 | 0.355
## T3 | cd.grano | pdcd.grano | 0.49 | [ 0.12, 0.74] | 1684.00 | 0.285
## T3 | cd.grano | picd.testa | -0.55 | [-0.78, -0.21] | 5086.00 | 0.087
## T3 | cd.grano | pdph.grano | 0.26 | [-0.14, 0.59] | 2408.00 | > .999
## T3 | cd.grano | piph.testa | -0.06 | [-0.44, 0.34] | 3466.00 | > .999
## T3 | cd.grano | ph.testa | -0.17 | [-0.52, 0.24] | 3820.00 | > .999
## T3 | cd.grano | ph.grano | 0.24 | [-0.16, 0.58] | 2478.00 | > .999
## T3 | cd.grano | tf | -0.27 | [-0.60, 0.13] | 4176.00 | > .999
## T3 | cd.grano | pi.tf | -0.62 | [-0.82, -0.31] | 5318.00 | 0.017*
## T3 | pdcd.grano | picd.testa | -0.48 | [-0.73, -0.11] | 4858.00 | 0.290
## T3 | pdcd.grano | pdph.grano | 0.46 | [ 0.09, 0.72] | 1756.00 | 0.355
## T3 | pdcd.grano | piph.testa | 0.06 | [-0.34, 0.44] | 3086.00 | > .999
## T3 | pdcd.grano | ph.testa | -0.06 | [-0.44, 0.34] | 3480.00 | > .999
## T3 | pdcd.grano | ph.grano | 0.47 | [ 0.10, 0.73] | 1724.00 | 0.326
## T3 | pdcd.grano | tf | -0.30 | [-0.62, 0.10] | 4258.00 | > .999
## T3 | pdcd.grano | pi.tf | -0.67 | [-0.84, -0.39] | 5484.00 | 0.004**
## T3 | picd.testa | pdph.grano | -0.30 | [-0.62, 0.10] | 4256.00 | > .999
## T3 | picd.testa | piph.testa | 0.52 | [ 0.16, 0.75] | 1584.00 | 0.172
## T3 | picd.testa | ph.testa | 0.60 | [ 0.28, 0.80] | 1304.00 | 0.030*
## T3 | picd.testa | ph.grano | -0.30 | [-0.62, 0.10] | 4254.00 | > .999
## T3 | picd.testa | tf | 0.89 | [ 0.76, 0.95] | 366.00 | < .001***
## T3 | picd.testa | pi.tf | 0.95 | [ 0.88, 0.98] | 172.00 | < .001***
## T3 | pdph.grano | piph.testa | 0.34 | [-0.06, 0.64] | 2172.00 | > .999
## T3 | pdph.grano | ph.testa | 0.22 | [-0.19, 0.56] | 2558.00 | > .999
## T3 | pdph.grano | ph.grano | 1.00 | [ 0.99, 1.00] | 16.00 | < .001***
## T3 | pdph.grano | tf | -0.05 | [-0.43, 0.35] | 3426.00 | > .999
## T3 | pdph.grano | pi.tf | -0.37 | [-0.67, 0.02] | 4502.00 | > .999
## T3 | piph.testa | ph.testa | 0.96 | [ 0.92, 0.98] | 116.00 | < .001***
## T3 | piph.testa | ph.grano | 0.33 | [-0.07, 0.64] | 2194.00 | > .999
## T3 | piph.testa | tf | 0.78 | [ 0.56, 0.90] | 724.00 | < .001***
## T3 | piph.testa | pi.tf | 0.41 | [ 0.02, 0.69] | 1932.00 | 0.772
## T3 | ph.testa | ph.grano | 0.22 | [-0.18, 0.56] | 2542.00 | > .999
## T3 | ph.testa | tf | 0.80 | [ 0.59, 0.91] | 668.00 | < .001***
## T3 | ph.testa | pi.tf | 0.52 | [ 0.16, 0.75] | 1582.00 | 0.172
## T3 | ph.grano | tf | -0.05 | [-0.43, 0.35] | 3444.00 | > .999
## T3 | ph.grano | pi.tf | -0.37 | [-0.67, 0.02] | 4500.00 | > .999
## T3 | tf | pi.tf | 0.82 | [ 0.63, 0.92] | 594.00 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 27
### Pearson tratamientos by genotipos
datos %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos$trat, datos$gen) %>%
correlation()
## # Correlation Matrix (pearson-method)
##
## Group | Parameter1 | Parameter2 | r | 95% CI | t(10) | p
## ---------------------------------------------------------------------------------------
## T1 - CCN51 | cd.testa | cd.grano | -0.84 | [-0.95, -0.51] | -4.87 | 0.013*
## T1 - CCN51 | cd.testa | pdcd.grano | -0.74 | [-0.92, -0.30] | -3.53 | 0.088
## T1 - CCN51 | cd.testa | picd.testa | 0.66 | [ 0.13, 0.89] | 2.76 | 0.224
## T1 - CCN51 | cd.testa | ph.testa | 0.86 | [ 0.57, 0.96] | 5.40 | 0.006**
## T1 - CCN51 | cd.testa | ph.grano | -0.02 | [-0.59, 0.56] | -0.06 | > .999
## T1 - CCN51 | cd.testa | tf | 0.99 | [ 0.96, 1.00] | 21.19 | < .001***
## T1 - CCN51 | cd.testa | pi.tf | 0.64 | [ 0.11, 0.89] | 2.66 | 0.224
## T1 - CCN51 | cd.grano | pdcd.grano | 0.93 | [ 0.76, 0.98] | 7.94 | < .001***
## T1 - CCN51 | cd.grano | picd.testa | -0.75 | [-0.93, -0.32] | -3.63 | 0.079
## T1 - CCN51 | cd.grano | ph.testa | -0.67 | [-0.90, -0.16] | -2.86 | 0.221
## T1 - CCN51 | cd.grano | ph.grano | 0.40 | [-0.23, 0.79] | 1.37 | > .999
## T1 - CCN51 | cd.grano | tf | -0.89 | [-0.97, -0.66] | -6.30 | 0.002**
## T1 - CCN51 | cd.grano | pi.tf | -0.76 | [-0.93, -0.32] | -3.66 | 0.078
## T1 - CCN51 | pdcd.grano | picd.testa | -0.90 | [-0.97, -0.67] | -6.44 | 0.002**
## T1 - CCN51 | pdcd.grano | ph.testa | -0.66 | [-0.89, -0.13] | -2.75 | 0.224
## T1 - CCN51 | pdcd.grano | ph.grano | 0.41 | [-0.22, 0.79] | 1.40 | > .999
## T1 - CCN51 | pdcd.grano | tf | -0.80 | [-0.94, -0.42] | -4.26 | 0.032*
## T1 - CCN51 | pdcd.grano | pi.tf | -0.90 | [-0.97, -0.68] | -6.58 | 0.002**
## T1 - CCN51 | picd.testa | ph.testa | 0.66 | [ 0.14, 0.90] | 2.80 | 0.224
## T1 - CCN51 | picd.testa | ph.grano | -0.21 | [-0.70, 0.42] | -0.67 | > .999
## T1 - CCN51 | picd.testa | tf | 0.70 | [ 0.21, 0.91] | 3.09 | 0.170
## T1 - CCN51 | picd.testa | pi.tf | 1.00 | [ 1.00, 1.00] | 79.11 | < .001***
## T1 - CCN51 | ph.testa | ph.grano | 0.27 | [-0.36, 0.73] | 0.89 | > .999
## T1 - CCN51 | ph.testa | tf | 0.87 | [ 0.60, 0.96] | 5.66 | 0.005**
## T1 - CCN51 | ph.testa | pi.tf | 0.65 | [ 0.13, 0.89] | 2.72 | 0.224
## T1 - CCN51 | ph.grano | tf | -0.07 | [-0.62, 0.53] | -0.22 | > .999
## T1 - CCN51 | ph.grano | pi.tf | -0.23 | [-0.71, 0.40] | -0.74 | > .999
## T1 - CCN51 | tf | pi.tf | 0.69 | [ 0.19, 0.91] | 3.02 | 0.181
## T2 - CCN51 | cd.testa | cd.grano | -0.55 | [-0.86, 0.03] | -2.10 | 0.433
## T2 - CCN51 | cd.testa | pdcd.grano | -0.63 | [-0.89, -0.09] | -2.58 | 0.300
## T2 - CCN51 | cd.testa | picd.testa | 0.99 | [ 0.98, 1.00] | 27.53 | < .001***
## T2 - CCN51 | cd.testa | ph.testa | 0.79 | [ 0.40, 0.94] | 4.08 | 0.037*
## T2 - CCN51 | cd.testa | ph.grano | -0.61 | [-0.88, -0.05] | -2.40 | 0.370
## T2 - CCN51 | cd.testa | tf | 0.95 | [ 0.84, 0.99] | 9.97 | < .001***
## T2 - CCN51 | cd.testa | pi.tf | 0.97 | [ 0.90, 0.99] | 13.02 | < .001***
## T2 - CCN51 | cd.grano | pdcd.grano | 0.87 | [ 0.59, 0.96] | 5.60 | 0.005**
## T2 - CCN51 | cd.grano | picd.testa | -0.53 | [-0.85, 0.06] | -1.98 | 0.433
## T2 - CCN51 | cd.grano | ph.testa | -0.76 | [-0.93, -0.34] | -3.74 | 0.050*
## T2 - CCN51 | cd.grano | ph.grano | 0.34 | [-0.29, 0.77] | 1.15 | 0.642
## T2 - CCN51 | cd.grano | tf | -0.77 | [-0.93, -0.35] | -3.80 | 0.049*
## T2 - CCN51 | cd.grano | pi.tf | -0.69 | [-0.91, -0.20] | -3.03 | 0.151
## T2 - CCN51 | pdcd.grano | picd.testa | -0.59 | [-0.87, -0.02] | -2.31 | 0.391
## T2 - CCN51 | pdcd.grano | ph.testa | -0.83 | [-0.95, -0.48] | -4.67 | 0.017*
## T2 - CCN51 | pdcd.grano | ph.grano | 0.39 | [-0.24, 0.79] | 1.33 | 0.642
## T2 - CCN51 | pdcd.grano | tf | -0.80 | [-0.94, -0.42] | -4.26 | 0.030*
## T2 - CCN51 | pdcd.grano | pi.tf | -0.78 | [-0.94, -0.38] | -3.97 | 0.040*
## T2 - CCN51 | picd.testa | ph.testa | 0.79 | [ 0.39, 0.94] | 4.06 | 0.037*
## T2 - CCN51 | picd.testa | ph.grano | -0.54 | [-0.85, 0.04] | -2.05 | 0.433
## T2 - CCN51 | picd.testa | tf | 0.94 | [ 0.79, 0.98] | 8.63 | < .001***
## T2 - CCN51 | picd.testa | pi.tf | 0.96 | [ 0.87, 0.99] | 11.43 | < .001***
## T2 - CCN51 | ph.testa | ph.grano | -0.26 | [-0.73, 0.37] | -0.86 | 0.642
## T2 - CCN51 | ph.testa | tf | 0.87 | [ 0.59, 0.96] | 5.53 | 0.005**
## T2 - CCN51 | ph.testa | pi.tf | 0.87 | [ 0.60, 0.96] | 5.70 | 0.004**
## T2 - CCN51 | ph.grano | tf | -0.59 | [-0.87, -0.02] | -2.29 | 0.391
## T2 - CCN51 | ph.grano | pi.tf | -0.54 | [-0.85, 0.05] | -2.01 | 0.433
## T2 - CCN51 | tf | pi.tf | 0.99 | [ 0.95, 1.00] | 19.32 | < .001***
## T3 - CCN51 | cd.testa | cd.grano | -0.72 | [-0.92, -0.26] | -3.32 | 0.078
## T3 - CCN51 | cd.testa | pdcd.grano | -0.78 | [-0.93, -0.37] | -3.91 | 0.043*
## T3 - CCN51 | cd.testa | picd.testa | 1.00 | [ 0.99, 1.00] | 56.68 | < .001***
## T3 - CCN51 | cd.testa | ph.testa | 0.93 | [ 0.78, 0.98] | 8.29 | < .001***
## T3 - CCN51 | cd.testa | ph.grano | -0.58 | [-0.87, -0.01] | -2.26 | 0.367
## T3 - CCN51 | cd.testa | tf | 1.00 | [ 0.99, 1.00] | 35.45 | < .001***
## T3 - CCN51 | cd.testa | pi.tf | 0.99 | [ 0.97, 1.00] | 24.04 | < .001***
## T3 - CCN51 | cd.grano | pdcd.grano | 0.58 | [ 0.02, 0.87] | 2.28 | 0.367
## T3 - CCN51 | cd.grano | picd.testa | -0.74 | [-0.92, -0.29] | -3.50 | 0.068
## T3 - CCN51 | cd.grano | ph.testa | -0.80 | [-0.94, -0.41] | -4.18 | 0.032*
## T3 - CCN51 | cd.grano | ph.grano | 0.45 | [-0.17, 0.81] | 1.58 | 0.367
## T3 - CCN51 | cd.grano | tf | -0.77 | [-0.93, -0.35] | -3.80 | 0.049*
## T3 - CCN51 | cd.grano | pi.tf | -0.73 | [-0.92, -0.28] | -3.42 | 0.072
## T3 - CCN51 | pdcd.grano | picd.testa | -0.75 | [-0.93, -0.32] | -3.63 | 0.060
## T3 - CCN51 | pdcd.grano | ph.testa | -0.71 | [-0.91, -0.22] | -3.16 | 0.091
## T3 - CCN51 | pdcd.grano | ph.grano | 0.34 | [-0.29, 0.77] | 1.15 | 0.367
## T3 - CCN51 | pdcd.grano | tf | -0.78 | [-0.94, -0.38] | -3.99 | 0.041*
## T3 - CCN51 | pdcd.grano | pi.tf | -0.84 | [-0.96, -0.52] | -4.97 | 0.010*
## T3 - CCN51 | picd.testa | ph.testa | 0.94 | [ 0.81, 0.98] | 9.05 | < .001***
## T3 - CCN51 | picd.testa | ph.grano | -0.58 | [-0.87, -0.01] | -2.27 | 0.367
## T3 - CCN51 | picd.testa | tf | 1.00 | [ 0.99, 1.00] | 38.06 | < .001***
## T3 - CCN51 | picd.testa | pi.tf | 0.99 | [ 0.95, 1.00] | 18.99 | < .001***
## T3 - CCN51 | ph.testa | ph.grano | -0.49 | [-0.83, 0.12] | -1.77 | 0.367
## T3 - CCN51 | ph.testa | tf | 0.95 | [ 0.84, 0.99] | 10.04 | < .001***
## T3 - CCN51 | ph.testa | pi.tf | 0.93 | [ 0.76, 0.98] | 7.94 | < .001***
## T3 - CCN51 | ph.grano | tf | -0.57 | [-0.86, 0.00] | -2.21 | 0.367
## T3 - CCN51 | ph.grano | pi.tf | -0.53 | [-0.85, 0.06] | -2.00 | 0.367
## T3 - CCN51 | tf | pi.tf | 0.99 | [ 0.97, 1.00] | 25.34 | < .001***
## T1 - ICS95 | cd.testa | cd.grano | -0.28 | [-0.73, 0.35] | -0.91 | 0.818
## T1 - ICS95 | cd.testa | pdcd.grano | -0.66 | [-0.89, -0.13] | -2.76 | 0.221
## T1 - ICS95 | cd.testa | picd.testa | 0.98 | [ 0.93, 0.99] | 15.83 | < .001***
## T1 - ICS95 | cd.testa | ph.testa | 0.70 | [ 0.22, 0.91] | 3.14 | 0.147
## T1 - ICS95 | cd.testa | ph.grano | 0.46 | [-0.16, 0.82] | 1.62 | 0.818
## T1 - ICS95 | cd.testa | tf | 0.89 | [ 0.66, 0.97] | 6.32 | 0.002**
## T1 - ICS95 | cd.testa | pi.tf | 0.94 | [ 0.79, 0.98] | 8.65 | < .001***
## T1 - ICS95 | cd.grano | pdcd.grano | 0.73 | [ 0.26, 0.92] | 3.35 | 0.125
## T1 - ICS95 | cd.grano | picd.testa | -0.29 | [-0.74, 0.34] | -0.98 | 0.818
## T1 - ICS95 | cd.grano | ph.testa | -0.54 | [-0.85, 0.05] | -2.03 | 0.630
## T1 - ICS95 | cd.grano | ph.grano | -0.42 | [-0.80, 0.20] | -1.48 | 0.818
## T1 - ICS95 | cd.grano | tf | -0.67 | [-0.90, -0.15] | -2.85 | 0.208
## T1 - ICS95 | cd.grano | pi.tf | -0.45 | [-0.81, 0.17] | -1.58 | 0.818
## T1 - ICS95 | pdcd.grano | picd.testa | -0.72 | [-0.91, -0.24] | -3.25 | 0.140
## T1 - ICS95 | pdcd.grano | ph.testa | -0.72 | [-0.91, -0.24] | -3.23 | 0.140
## T1 - ICS95 | pdcd.grano | ph.grano | -0.48 | [-0.83, 0.13] | -1.74 | 0.812
## T1 - ICS95 | pdcd.grano | tf | -0.86 | [-0.96, -0.56] | -5.30 | 0.007**
## T1 - ICS95 | pdcd.grano | pi.tf | -0.85 | [-0.96, -0.55] | -5.20 | 0.008**
## T1 - ICS95 | picd.testa | ph.testa | 0.69 | [ 0.19, 0.90] | 3.00 | 0.174
## T1 - ICS95 | picd.testa | ph.grano | 0.44 | [-0.18, 0.81] | 1.55 | 0.818
## T1 - ICS95 | picd.testa | tf | 0.89 | [ 0.64, 0.97] | 6.11 | 0.003**
## T1 - ICS95 | picd.testa | pi.tf | 0.97 | [ 0.91, 0.99] | 13.61 | < .001***
## T1 - ICS95 | ph.testa | ph.grano | 0.91 | [ 0.71, 0.98] | 7.05 | < .001***
## T1 - ICS95 | ph.testa | tf | 0.82 | [ 0.46, 0.95] | 4.52 | 0.021*
## T1 - ICS95 | ph.testa | pi.tf | 0.75 | [ 0.31, 0.93] | 3.59 | 0.088
## T1 - ICS95 | ph.grano | tf | 0.58 | [ 0.00, 0.86] | 2.22 | 0.504
## T1 - ICS95 | ph.grano | pi.tf | 0.50 | [-0.11, 0.83] | 1.80 | 0.812
## T1 - ICS95 | tf | pi.tf | 0.93 | [ 0.77, 0.98] | 8.24 | < .001***
## T2 - ICS95 | cd.testa | cd.grano | -0.86 | [-0.96, -0.56] | -5.28 | 0.006**
## T2 - ICS95 | cd.testa | pdcd.grano | -0.89 | [-0.97, -0.64] | -6.14 | 0.002**
## T2 - ICS95 | cd.testa | picd.testa | 0.89 | [ 0.66, 0.97] | 6.31 | 0.002**
## T2 - ICS95 | cd.testa | ph.testa | 0.36 | [-0.27, 0.77] | 1.21 | > .999
## T2 - ICS95 | cd.testa | ph.grano | -0.37 | [-0.78, 0.26] | -1.27 | > .999
## T2 - ICS95 | cd.testa | tf | 0.99 | [ 0.96, 1.00] | 21.07 | < .001***
## T2 - ICS95 | cd.testa | pi.tf | 0.95 | [ 0.84, 0.99] | 9.91 | < .001***
## T2 - ICS95 | cd.grano | pdcd.grano | 0.93 | [ 0.78, 0.98] | 8.25 | < .001***
## T2 - ICS95 | cd.grano | picd.testa | -0.82 | [-0.95, -0.47] | -4.55 | 0.016*
## T2 - ICS95 | cd.grano | ph.testa | -0.65 | [-0.89, -0.12] | -2.71 | 0.285
## T2 - ICS95 | cd.grano | ph.grano | 0.25 | [-0.38, 0.72] | 0.81 | > .999
## T2 - ICS95 | cd.grano | tf | -0.92 | [-0.98, -0.72] | -7.27 | < .001***
## T2 - ICS95 | cd.grano | pi.tf | -0.92 | [-0.98, -0.72] | -7.21 | < .001***
## T2 - ICS95 | pdcd.grano | picd.testa | -0.72 | [-0.92, -0.25] | -3.30 | 0.112
## T2 - ICS95 | pdcd.grano | ph.testa | -0.50 | [-0.83, 0.10] | -1.82 | > .999
## T2 - ICS95 | pdcd.grano | ph.grano | 0.48 | [-0.13, 0.83] | 1.75 | > .999
## T2 - ICS95 | pdcd.grano | tf | -0.93 | [-0.98, -0.77] | -8.10 | < .001***
## T2 - ICS95 | pdcd.grano | pi.tf | -0.87 | [-0.96, -0.58] | -5.49 | 0.005**
## T2 - ICS95 | picd.testa | ph.testa | 0.48 | [-0.13, 0.83] | 1.72 | > .999
## T2 - ICS95 | picd.testa | ph.grano | -0.12 | [-0.65, 0.49] | -0.37 | > .999
## T2 - ICS95 | picd.testa | tf | 0.89 | [ 0.63, 0.97] | 6.02 | 0.002**
## T2 - ICS95 | picd.testa | pi.tf | 0.97 | [ 0.89, 0.99] | 12.26 | < .001***
## T2 - ICS95 | ph.testa | ph.grano | 0.04 | [-0.55, 0.60] | 0.12 | > .999
## T2 - ICS95 | ph.testa | tf | 0.45 | [-0.17, 0.81] | 1.60 | > .999
## T2 - ICS95 | ph.testa | pi.tf | 0.53 | [-0.07, 0.85] | 1.97 | 0.927
## T2 - ICS95 | ph.grano | tf | -0.36 | [-0.77, 0.27] | -1.21 | > .999
## T2 - ICS95 | ph.grano | pi.tf | -0.24 | [-0.71, 0.39] | -0.78 | > .999
## T2 - ICS95 | tf | pi.tf | 0.96 | [ 0.88, 0.99] | 11.58 | < .001***
## T3 - ICS95 | cd.testa | cd.grano | -0.70 | [-0.91, -0.20] | -3.07 | 0.094
## T3 - ICS95 | cd.testa | pdcd.grano | -0.74 | [-0.92, -0.30] | -3.52 | 0.056
## T3 - ICS95 | cd.testa | picd.testa | 0.96 | [ 0.87, 0.99] | 11.10 | < .001***
## T3 - ICS95 | cd.testa | ph.testa | 0.87 | [ 0.58, 0.96] | 5.50 | 0.005**
## T3 - ICS95 | cd.testa | ph.grano | -0.52 | [-0.84, 0.07] | -1.94 | 0.273
## T3 - ICS95 | cd.testa | tf | 0.99 | [ 0.96, 1.00] | 20.94 | < .001***
## T3 - ICS95 | cd.testa | pi.tf | 0.93 | [ 0.77, 0.98] | 8.23 | < .001***
## T3 - ICS95 | cd.grano | pdcd.grano | 0.76 | [ 0.34, 0.93] | 3.75 | 0.045*
## T3 - ICS95 | cd.grano | picd.testa | -0.78 | [-0.93, -0.37] | -3.90 | 0.039*
## T3 - ICS95 | cd.grano | ph.testa | -0.76 | [-0.93, -0.34] | -3.74 | 0.045*
## T3 - ICS95 | cd.grano | ph.grano | 0.45 | [-0.17, 0.81] | 1.58 | 0.293
## T3 - ICS95 | cd.grano | tf | -0.79 | [-0.94, -0.39] | -4.02 | 0.034*
## T3 - ICS95 | cd.grano | pi.tf | -0.81 | [-0.94, -0.43] | -4.32 | 0.024*
## T3 - ICS95 | pdcd.grano | picd.testa | -0.83 | [-0.95, -0.48] | -4.64 | 0.016*
## T3 - ICS95 | pdcd.grano | ph.testa | -0.71 | [-0.91, -0.22] | -3.16 | 0.091
## T3 - ICS95 | pdcd.grano | ph.grano | 0.59 | [ 0.02, 0.87] | 2.30 | 0.220
## T3 - ICS95 | pdcd.grano | tf | -0.80 | [-0.94, -0.43] | -4.29 | 0.024*
## T3 - ICS95 | pdcd.grano | pi.tf | -0.90 | [-0.97, -0.68] | -6.55 | 0.001**
## T3 - ICS95 | picd.testa | ph.testa | 0.85 | [ 0.54, 0.96] | 5.07 | 0.009**
## T3 - ICS95 | picd.testa | ph.grano | -0.66 | [-0.89, -0.14] | -2.78 | 0.129
## T3 - ICS95 | picd.testa | tf | 0.98 | [ 0.91, 0.99] | 14.20 | < .001***
## T3 - ICS95 | picd.testa | pi.tf | 0.99 | [ 0.96, 1.00] | 20.40 | < .001***
## T3 - ICS95 | ph.testa | ph.grano | -0.39 | [-0.79, 0.23] | -1.35 | 0.293
## T3 - ICS95 | ph.testa | tf | 0.90 | [ 0.68, 0.97] | 6.56 | 0.001**
## T3 - ICS95 | ph.testa | pi.tf | 0.84 | [ 0.52, 0.96] | 4.97 | 0.010*
## T3 - ICS95 | ph.grano | tf | -0.54 | [-0.85, 0.05] | -2.04 | 0.273
## T3 - ICS95 | ph.grano | pi.tf | -0.66 | [-0.90, -0.15] | -2.81 | 0.129
## T3 - ICS95 | tf | pi.tf | 0.96 | [ 0.87, 0.99] | 11.41 | < .001***
## T1 - TCS01 | cd.testa | cd.grano | -0.48 | [-0.82, 0.13] | -1.71 | > .999
## T1 - TCS01 | cd.testa | pdcd.grano | -0.53 | [-0.84, 0.07] | -1.96 | > .999
## T1 - TCS01 | cd.testa | picd.testa | 0.96 | [ 0.86, 0.99] | 10.87 | < .001***
## T1 - TCS01 | cd.testa | ph.testa | 0.82 | [ 0.47, 0.95] | 4.56 | 0.020*
## T1 - TCS01 | cd.testa | ph.grano | 0.12 | [-0.49, 0.65] | 0.39 | > .999
## T1 - TCS01 | cd.testa | tf | 0.98 | [ 0.91, 0.99] | 14.04 | < .001***
## T1 - TCS01 | cd.testa | pi.tf | 0.88 | [ 0.61, 0.96] | 5.73 | 0.004**
## T1 - TCS01 | cd.grano | pdcd.grano | 0.39 | [-0.24, 0.79] | 1.34 | > .999
## T1 - TCS01 | cd.grano | picd.testa | -0.56 | [-0.86, 0.01] | -2.16 | 0.837
## T1 - TCS01 | cd.grano | ph.testa | -0.49 | [-0.83, 0.12] | -1.77 | > .999
## T1 - TCS01 | cd.grano | ph.grano | 0.08 | [-0.52, 0.63] | 0.26 | > .999
## T1 - TCS01 | cd.grano | tf | -0.64 | [-0.89, -0.11] | -2.64 | 0.422
## T1 - TCS01 | cd.grano | pi.tf | -0.52 | [-0.84, 0.07] | -1.94 | > .999
## T1 - TCS01 | pdcd.grano | picd.testa | -0.61 | [-0.88, -0.06] | -2.43 | 0.563
## T1 - TCS01 | pdcd.grano | ph.testa | -0.35 | [-0.77, 0.28] | -1.17 | > .999
## T1 - TCS01 | pdcd.grano | ph.grano | 0.24 | [-0.38, 0.72] | 0.79 | > .999
## T1 - TCS01 | pdcd.grano | tf | -0.56 | [-0.86, 0.03] | -2.12 | 0.846
## T1 - TCS01 | pdcd.grano | pi.tf | -0.84 | [-0.96, -0.52] | -4.98 | 0.011*
## T1 - TCS01 | picd.testa | ph.testa | 0.85 | [ 0.53, 0.96] | 5.07 | 0.010*
## T1 - TCS01 | picd.testa | ph.grano | 0.04 | [-0.55, 0.60] | 0.11 | > .999
## T1 - TCS01 | picd.testa | tf | 0.98 | [ 0.93, 0.99] | 15.86 | < .001***
## T1 - TCS01 | picd.testa | pi.tf | 0.93 | [ 0.77, 0.98] | 8.15 | < .001***
## T1 - TCS01 | ph.testa | ph.grano | 0.33 | [-0.30, 0.76] | 1.11 | > .999
## T1 - TCS01 | ph.testa | tf | 0.86 | [ 0.55, 0.96] | 5.21 | 0.009**
## T1 - TCS01 | ph.testa | pi.tf | 0.73 | [ 0.27, 0.92] | 3.37 | 0.129
## T1 - TCS01 | ph.grano | tf | 0.09 | [-0.51, 0.63] | 0.29 | > .999
## T1 - TCS01 | ph.grano | pi.tf | -0.03 | [-0.59, 0.55] | -0.09 | > .999
## T1 - TCS01 | tf | pi.tf | 0.90 | [ 0.67, 0.97] | 6.42 | 0.002**
## T2 - TCS01 | cd.testa | cd.grano | -0.78 | [-0.94, -0.38] | -3.97 | 0.021*
## T2 - TCS01 | cd.testa | pdcd.grano | -0.83 | [-0.95, -0.50] | -4.76 | 0.009**
## T2 - TCS01 | cd.testa | picd.testa | 0.99 | [ 0.97, 1.00] | 25.69 | < .001***
## T2 - TCS01 | cd.testa | ph.testa | 0.96 | [ 0.85, 0.99] | 10.46 | < .001***
## T2 - TCS01 | cd.testa | ph.grano | 0.08 | [-0.52, 0.62] | 0.24 | > .999
## T2 - TCS01 | cd.testa | tf | 0.97 | [ 0.90, 0.99] | 12.89 | < .001***
## T2 - TCS01 | cd.testa | pi.tf | 0.97 | [ 0.89, 0.99] | 12.18 | < .001***
## T2 - TCS01 | cd.grano | pdcd.grano | 0.93 | [ 0.75, 0.98] | 7.79 | < .001***
## T2 - TCS01 | cd.grano | picd.testa | -0.81 | [-0.94, -0.44] | -4.36 | 0.014*
## T2 - TCS01 | cd.grano | ph.testa | -0.79 | [-0.94, -0.39] | -4.05 | 0.021*
## T2 - TCS01 | cd.grano | ph.grano | 0.04 | [-0.54, 0.60] | 0.14 | > .999
## T2 - TCS01 | cd.grano | tf | -0.89 | [-0.97, -0.66] | -6.30 | 0.001**
## T2 - TCS01 | cd.grano | pi.tf | -0.88 | [-0.97, -0.63] | -5.94 | 0.002**
## T2 - TCS01 | pdcd.grano | picd.testa | -0.86 | [-0.96, -0.55] | -5.24 | 0.005**
## T2 - TCS01 | pdcd.grano | ph.testa | -0.84 | [-0.95, -0.50] | -4.81 | 0.009**
## T2 - TCS01 | pdcd.grano | ph.grano | 1.85e-03 | [-0.57, 0.58] | 5.85e-03 | > .999
## T2 - TCS01 | pdcd.grano | tf | -0.92 | [-0.98, -0.72] | -7.26 | < .001***
## T2 - TCS01 | pdcd.grano | pi.tf | -0.94 | [-0.98, -0.80] | -8.74 | < .001***
## T2 - TCS01 | picd.testa | ph.testa | 0.94 | [ 0.80, 0.98] | 8.93 | < .001***
## T2 - TCS01 | picd.testa | ph.grano | -0.02 | [-0.59, 0.56] | -0.07 | > .999
## T2 - TCS01 | picd.testa | tf | 0.97 | [ 0.89, 0.99] | 12.67 | < .001***
## T2 - TCS01 | picd.testa | pi.tf | 0.98 | [ 0.91, 0.99] | 13.98 | < .001***
## T2 - TCS01 | ph.testa | ph.grano | 0.14 | [-0.47, 0.66] | 0.46 | > .999
## T2 - TCS01 | ph.testa | tf | 0.94 | [ 0.81, 0.98] | 9.00 | < .001***
## T2 - TCS01 | ph.testa | pi.tf | 0.93 | [ 0.77, 0.98] | 8.23 | < .001***
## T2 - TCS01 | ph.grano | tf | 0.09 | [-0.51, 0.63] | 0.30 | > .999
## T2 - TCS01 | ph.grano | pi.tf | 0.04 | [-0.54, 0.60] | 0.14 | > .999
## T2 - TCS01 | tf | pi.tf | 0.99 | [ 0.97, 1.00] | 24.47 | < .001***
## T3 - TCS01 | cd.testa | cd.grano | -0.69 | [-0.90, -0.19] | -2.99 | 0.177
## T3 - TCS01 | cd.testa | pdcd.grano | -0.73 | [-0.92, -0.27] | -3.40 | 0.120
## T3 - TCS01 | cd.testa | picd.testa | 0.98 | [ 0.92, 0.99] | 14.38 | < .001***
## T3 - TCS01 | cd.testa | ph.testa | 0.28 | [-0.35, 0.74] | 0.93 | > .999
## T3 - TCS01 | cd.testa | ph.grano | -0.76 | [-0.93, -0.34] | -3.75 | 0.076
## T3 - TCS01 | cd.testa | tf | 0.98 | [ 0.92, 0.99] | 15.16 | < .001***
## T3 - TCS01 | cd.testa | pi.tf | 0.99 | [ 0.96, 1.00] | 21.76 | < .001***
## T3 - TCS01 | cd.grano | pdcd.grano | 0.50 | [-0.10, 0.83] | 1.83 | 0.776
## T3 - TCS01 | cd.grano | picd.testa | -0.74 | [-0.92, -0.30] | -3.53 | 0.104
## T3 - TCS01 | cd.grano | ph.testa | -0.35 | [-0.77, 0.28] | -1.20 | > .999
## T3 - TCS01 | cd.grano | ph.grano | 0.52 | [-0.07, 0.84] | 1.94 | 0.735
## T3 - TCS01 | cd.grano | tf | -0.78 | [-0.94, -0.38] | -4.00 | 0.056
## T3 - TCS01 | cd.grano | pi.tf | -0.73 | [-0.92, -0.28] | -3.41 | 0.120
## T3 - TCS01 | pdcd.grano | picd.testa | -0.59 | [-0.87, -0.03] | -2.32 | 0.431
## T3 - TCS01 | pdcd.grano | ph.testa | -0.28 | [-0.74, 0.35] | -0.93 | > .999
## T3 - TCS01 | pdcd.grano | ph.grano | 0.64 | [ 0.11, 0.89] | 2.64 | 0.270
## T3 - TCS01 | pdcd.grano | tf | -0.68 | [-0.90, -0.18] | -2.97 | 0.177
## T3 - TCS01 | pdcd.grano | pi.tf | -0.77 | [-0.93, -0.36] | -3.86 | 0.066
## T3 - TCS01 | picd.testa | ph.testa | 0.29 | [-0.34, 0.74] | 0.96 | > .999
## T3 - TCS01 | picd.testa | ph.grano | -0.72 | [-0.92, -0.26] | -3.32 | 0.120
## T3 - TCS01 | picd.testa | tf | 0.98 | [ 0.95, 1.00] | 18.04 | < .001***
## T3 - TCS01 | picd.testa | pi.tf | 0.96 | [ 0.87, 0.99] | 11.33 | < .001***
## T3 - TCS01 | ph.testa | ph.grano | 0.29 | [-0.34, 0.74] | 0.94 | > .999
## T3 - TCS01 | ph.testa | tf | 0.37 | [-0.26, 0.78] | 1.27 | > .999
## T3 - TCS01 | ph.testa | pi.tf | 0.36 | [-0.27, 0.77] | 1.23 | > .999
## T3 - TCS01 | ph.grano | tf | -0.71 | [-0.91, -0.23] | -3.17 | 0.140
## T3 - TCS01 | ph.grano | pi.tf | -0.73 | [-0.92, -0.27] | -3.40 | 0.120
## T3 - TCS01 | tf | pi.tf | 0.99 | [ 0.95, 1.00] | 19.07 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 12
datos2.fin %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos2.fin$trat, datos2.fin$gen) %>%
correlation()
## # Correlation Matrix (pearson-method)
##
## Group | Parameter1 | Parameter2 | r | 95% CI | t(7) | p
## ---------------------------------------------------------------------------------
## T1 - CCN51 | cd.testa | cd.grano | -0.57 | [-0.90, 0.15] | -1.84 | > .999
## T1 - CCN51 | cd.testa | pdcd.grano | -0.37 | [-0.83, 0.39] | -1.07 | > .999
## T1 - CCN51 | cd.testa | picd.testa | 0.40 | [-0.36, 0.84] | 1.17 | > .999
## T1 - CCN51 | cd.testa | ph.testa | 0.94 | [ 0.72, 0.99] | 7.06 | 0.005**
## T1 - CCN51 | cd.testa | ph.grano | 0.75 | [ 0.18, 0.94] | 3.04 | 0.397
## T1 - CCN51 | cd.testa | tf | 0.98 | [ 0.89, 1.00] | 11.84 | < .001***
## T1 - CCN51 | cd.testa | pi.tf | 0.38 | [-0.38, 0.84] | 1.10 | > .999
## T1 - CCN51 | cd.grano | pdcd.grano | 0.86 | [ 0.45, 0.97] | 4.40 | 0.070
## T1 - CCN51 | cd.grano | picd.testa | -0.60 | [-0.90, 0.11] | -1.98 | > .999
## T1 - CCN51 | cd.grano | ph.testa | -0.59 | [-0.90, 0.12] | -1.94 | > .999
## T1 - CCN51 | cd.grano | ph.grano | -0.08 | [-0.71, 0.62] | -0.22 | > .999
## T1 - CCN51 | cd.grano | tf | -0.73 | [-0.94, -0.12] | -2.81 | 0.520
## T1 - CCN51 | cd.grano | pi.tf | -0.61 | [-0.91, 0.08] | -2.06 | > .999
## T1 - CCN51 | pdcd.grano | picd.testa | -0.87 | [-0.97, -0.48] | -4.59 | 0.058
## T1 - CCN51 | pdcd.grano | ph.testa | -0.51 | [-0.88, 0.23] | -1.59 | > .999
## T1 - CCN51 | pdcd.grano | ph.grano | -0.05 | [-0.69, 0.64] | -0.12 | > .999
## T1 - CCN51 | pdcd.grano | tf | -0.52 | [-0.88, 0.22] | -1.60 | > .999
## T1 - CCN51 | pdcd.grano | pi.tf | -0.88 | [-0.97, -0.52] | -4.90 | 0.042*
## T1 - CCN51 | picd.testa | ph.testa | 0.53 | [-0.21, 0.88] | 1.66 | > .999
## T1 - CCN51 | picd.testa | ph.grano | 0.17 | [-0.55, 0.75] | 0.47 | > .999
## T1 - CCN51 | picd.testa | tf | 0.48 | [-0.27, 0.87] | 1.43 | > .999
## T1 - CCN51 | picd.testa | pi.tf | 1.00 | [ 0.99, 1.00] | 53.59 | < .001***
## T1 - CCN51 | ph.testa | ph.grano | 0.71 | [ 0.09, 0.93] | 2.66 | 0.615
## T1 - CCN51 | ph.testa | tf | 0.93 | [ 0.69, 0.99] | 6.68 | 0.007**
## T1 - CCN51 | ph.testa | pi.tf | 0.52 | [-0.22, 0.88] | 1.60 | > .999
## T1 - CCN51 | ph.grano | tf | 0.64 | [-0.04, 0.91] | 2.19 | > .999
## T1 - CCN51 | ph.grano | pi.tf | 0.14 | [-0.58, 0.73] | 0.36 | > .999
## T1 - CCN51 | tf | pi.tf | 0.46 | [-0.29, 0.86] | 1.39 | > .999
## T2 - CCN51 | cd.testa | cd.grano | -0.39 | [-0.84, 0.37] | -1.13 | > .999
## T2 - CCN51 | cd.testa | pdcd.grano | -0.45 | [-0.86, 0.30] | -1.34 | > .999
## T2 - CCN51 | cd.testa | picd.testa | 0.99 | [ 0.96, 1.00] | 20.49 | < .001***
## T2 - CCN51 | cd.testa | ph.testa | 0.68 | [ 0.02, 0.92] | 2.42 | 0.711
## T2 - CCN51 | cd.testa | ph.grano | -0.56 | [-0.89, 0.16] | -1.81 | > .999
## T2 - CCN51 | cd.testa | tf | 0.93 | [ 0.70, 0.99] | 6.83 | 0.006**
## T2 - CCN51 | cd.testa | pi.tf | 0.96 | [ 0.81, 0.99] | 9.01 | 0.001**
## T2 - CCN51 | cd.grano | pdcd.grano | 0.86 | [ 0.46, 0.97] | 4.50 | 0.061
## T2 - CCN51 | cd.grano | picd.testa | -0.36 | [-0.83, 0.40] | -1.01 | > .999
## T2 - CCN51 | cd.grano | ph.testa | -0.66 | [-0.92, 0.00] | -2.34 | 0.711
## T2 - CCN51 | cd.grano | ph.grano | 0.27 | [-0.48, 0.79] | 0.73 | > .999
## T2 - CCN51 | cd.grano | tf | -0.69 | [-0.93, -0.05] | -2.52 | 0.681
## T2 - CCN51 | cd.grano | pi.tf | -0.59 | [-0.90, 0.13] | -1.92 | > .999
## T2 - CCN51 | pdcd.grano | picd.testa | -0.40 | [-0.84, 0.36] | -1.14 | > .999
## T2 - CCN51 | pdcd.grano | ph.testa | -0.73 | [-0.94, -0.12] | -2.80 | 0.505
## T2 - CCN51 | pdcd.grano | ph.grano | 0.28 | [-0.47, 0.80] | 0.78 | > .999
## T2 - CCN51 | pdcd.grano | tf | -0.70 | [-0.93, -0.07] | -2.59 | 0.644
## T2 - CCN51 | pdcd.grano | pi.tf | -0.67 | [-0.92, 0.00] | -2.37 | 0.711
## T2 - CCN51 | picd.testa | ph.testa | 0.68 | [ 0.03, 0.93] | 2.44 | 0.711
## T2 - CCN51 | picd.testa | ph.grano | -0.48 | [-0.87, 0.26] | -1.46 | > .999
## T2 - CCN51 | picd.testa | tf | 0.91 | [ 0.63, 0.98] | 5.91 | 0.014*
## T2 - CCN51 | picd.testa | pi.tf | 0.95 | [ 0.77, 0.99] | 7.89 | 0.002**
## T2 - CCN51 | ph.testa | ph.grano | -0.10 | [-0.72, 0.60] | -0.27 | > .999
## T2 - CCN51 | ph.testa | tf | 0.79 | [ 0.26, 0.95] | 3.37 | 0.239
## T2 - CCN51 | ph.testa | pi.tf | 0.80 | [ 0.29, 0.96] | 3.54 | 0.199
## T2 - CCN51 | ph.grano | tf | -0.55 | [-0.89, 0.19] | -1.72 | > .999
## T2 - CCN51 | ph.grano | pi.tf | -0.48 | [-0.87, 0.27] | -1.43 | > .999
## T2 - CCN51 | tf | pi.tf | 0.98 | [ 0.91, 1.00] | 13.59 | < .001***
## T3 - CCN51 | cd.testa | cd.grano | -0.69 | [-0.93, -0.05] | -2.51 | 0.523
## T3 - CCN51 | cd.testa | pdcd.grano | -0.62 | [-0.91, 0.07] | -2.11 | 0.803
## T3 - CCN51 | cd.testa | picd.testa | 1.00 | [ 0.99, 1.00] | 34.98 | < .001***
## T3 - CCN51 | cd.testa | ph.testa | 0.87 | [ 0.49, 0.97] | 4.71 | 0.043*
## T3 - CCN51 | cd.testa | ph.grano | -0.39 | [-0.84, 0.37] | -1.12 | > .999
## T3 - CCN51 | cd.testa | tf | 0.99 | [ 0.97, 1.00] | 23.04 | < .001***
## T3 - CCN51 | cd.testa | pi.tf | 0.98 | [ 0.93, 1.00] | 14.86 | < .001***
## T3 - CCN51 | cd.grano | pdcd.grano | 0.43 | [-0.33, 0.85] | 1.26 | > .999
## T3 - CCN51 | cd.grano | picd.testa | -0.72 | [-0.94, -0.10] | -2.71 | 0.450
## T3 - CCN51 | cd.grano | ph.testa | -0.86 | [-0.97, -0.46] | -4.47 | 0.052
## T3 - CCN51 | cd.grano | ph.grano | 0.28 | [-0.47, 0.80] | 0.77 | > .999
## T3 - CCN51 | cd.grano | tf | -0.76 | [-0.95, -0.20] | -3.11 | 0.290
## T3 - CCN51 | cd.grano | pi.tf | -0.71 | [-0.93, -0.09] | -2.69 | 0.450
## T3 - CCN51 | pdcd.grano | picd.testa | -0.58 | [-0.90, 0.14] | -1.88 | > .999
## T3 - CCN51 | pdcd.grano | ph.testa | -0.50 | [-0.87, 0.25] | -1.53 | > .999
## T3 - CCN51 | pdcd.grano | ph.grano | 0.07 | [-0.62, 0.70] | 0.19 | > .999
## T3 - CCN51 | pdcd.grano | tf | -0.64 | [-0.91, 0.05] | -2.18 | 0.793
## T3 - CCN51 | pdcd.grano | pi.tf | -0.74 | [-0.94, -0.15] | -2.91 | 0.360
## T3 - CCN51 | picd.testa | ph.testa | 0.89 | [ 0.55, 0.98] | 5.16 | 0.027*
## T3 - CCN51 | picd.testa | ph.grano | -0.39 | [-0.84, 0.37] | -1.12 | > .999
## T3 - CCN51 | picd.testa | tf | 0.99 | [ 0.97, 1.00] | 24.16 | < .001***
## T3 - CCN51 | picd.testa | pi.tf | 0.98 | [ 0.88, 0.99] | 11.62 | < .001***
## T3 - CCN51 | ph.testa | ph.grano | -0.24 | [-0.78, 0.50] | -0.66 | > .999
## T3 - CCN51 | ph.testa | tf | 0.91 | [ 0.63, 0.98] | 5.85 | 0.014*
## T3 - CCN51 | ph.testa | pi.tf | 0.87 | [ 0.47, 0.97] | 4.57 | 0.049*
## T3 - CCN51 | ph.grano | tf | -0.38 | [-0.83, 0.38] | -1.07 | > .999
## T3 - CCN51 | ph.grano | pi.tf | -0.32 | [-0.81, 0.44] | -0.89 | > .999
## T3 - CCN51 | tf | pi.tf | 0.99 | [ 0.93, 1.00] | 15.76 | < .001***
## T1 - ICS95 | cd.testa | cd.grano | 0.07 | [-0.62, 0.70] | 0.20 | > .999
## T1 - ICS95 | cd.testa | pdcd.grano | -0.33 | [-0.81, 0.43] | -0.91 | > .999
## T1 - ICS95 | cd.testa | picd.testa | 0.96 | [ 0.81, 0.99] | 8.79 | 0.001**
## T1 - ICS95 | cd.testa | ph.testa | 0.80 | [ 0.28, 0.96] | 3.48 | 0.206
## T1 - ICS95 | cd.testa | ph.grano | 0.75 | [ 0.18, 0.94] | 3.04 | 0.304
## T1 - ICS95 | cd.testa | tf | 0.74 | [ 0.15, 0.94] | 2.93 | 0.330
## T1 - ICS95 | cd.testa | pi.tf | 0.85 | [ 0.44, 0.97] | 4.34 | 0.073
## T1 - ICS95 | cd.grano | pdcd.grano | 0.73 | [ 0.13, 0.94] | 2.84 | 0.330
## T1 - ICS95 | cd.grano | picd.testa | 0.03 | [-0.65, 0.68] | 0.07 | > .999
## T1 - ICS95 | cd.grano | ph.testa | -0.52 | [-0.88, 0.23] | -1.59 | > .999
## T1 - ICS95 | cd.grano | ph.grano | -0.49 | [-0.87, 0.26] | -1.47 | > .999
## T1 - ICS95 | cd.grano | tf | -0.61 | [-0.91, 0.09] | -2.03 | 0.653
## T1 - ICS95 | cd.grano | pi.tf | -0.26 | [-0.79, 0.48] | -0.73 | > .999
## T1 - ICS95 | pdcd.grano | picd.testa | -0.45 | [-0.86, 0.31] | -1.33 | > .999
## T1 - ICS95 | pdcd.grano | ph.testa | -0.72 | [-0.94, -0.10] | -2.71 | 0.331
## T1 - ICS95 | pdcd.grano | ph.grano | -0.64 | [-0.91, 0.05] | -2.18 | 0.593
## T1 - ICS95 | pdcd.grano | tf | -0.76 | [-0.95, -0.20] | -3.11 | 0.304
## T1 - ICS95 | pdcd.grano | pi.tf | -0.74 | [-0.94, -0.14] | -2.87 | 0.330
## T1 - ICS95 | picd.testa | ph.testa | 0.76 | [ 0.20, 0.95] | 3.12 | 0.304
## T1 - ICS95 | picd.testa | ph.grano | 0.71 | [ 0.09, 0.93] | 2.67 | 0.331
## T1 - ICS95 | picd.testa | tf | 0.74 | [ 0.14, 0.94] | 2.89 | 0.330
## T1 - ICS95 | picd.testa | pi.tf | 0.94 | [ 0.72, 0.99] | 7.00 | 0.005**
## T1 - ICS95 | ph.testa | ph.grano | 0.96 | [ 0.82, 0.99] | 9.29 | < .001***
## T1 - ICS95 | ph.testa | tf | 0.98 | [ 0.90, 1.00] | 12.96 | < .001***
## T1 - ICS95 | ph.testa | pi.tf | 0.86 | [ 0.44, 0.97] | 4.37 | 0.073
## T1 - ICS95 | ph.grano | tf | 0.92 | [ 0.67, 0.98] | 6.32 | 0.010**
## T1 - ICS95 | ph.grano | pi.tf | 0.78 | [ 0.25, 0.95] | 3.34 | 0.236
## T1 - ICS95 | tf | pi.tf | 0.86 | [ 0.45, 0.97] | 4.39 | 0.073
## T2 - ICS95 | cd.testa | cd.grano | -0.85 | [-0.97, -0.42] | -4.25 | 0.076
## T2 - ICS95 | cd.testa | pdcd.grano | -0.84 | [-0.97, -0.41] | -4.14 | 0.082
## T2 - ICS95 | cd.testa | picd.testa | 0.79 | [ 0.27, 0.95] | 3.42 | 0.200
## T2 - ICS95 | cd.testa | ph.testa | 0.42 | [-0.34, 0.85] | 1.22 | > .999
## T2 - ICS95 | cd.testa | ph.grano | -0.11 | [-0.72, 0.60] | -0.28 | > .999
## T2 - ICS95 | cd.testa | tf | 0.99 | [ 0.94, 1.00] | 15.98 | < .001***
## T2 - ICS95 | cd.testa | pi.tf | 0.93 | [ 0.70, 0.99] | 6.70 | 0.007**
## T2 - ICS95 | cd.grano | pdcd.grano | 0.94 | [ 0.74, 0.99] | 7.42 | 0.004**
## T2 - ICS95 | cd.grano | picd.testa | -0.64 | [-0.91, 0.05] | -2.19 | 0.906
## T2 - ICS95 | cd.grano | ph.testa | -0.69 | [-0.93, -0.05] | -2.54 | 0.581
## T2 - ICS95 | cd.grano | ph.grano | 0.34 | [-0.42, 0.82] | 0.94 | > .999
## T2 - ICS95 | cd.grano | tf | -0.92 | [-0.98, -0.66] | -6.24 | 0.010**
## T2 - ICS95 | cd.grano | pi.tf | -0.87 | [-0.97, -0.48] | -4.60 | 0.052
## T2 - ICS95 | pdcd.grano | picd.testa | -0.49 | [-0.87, 0.26] | -1.48 | > .999
## T2 - ICS95 | pdcd.grano | ph.testa | -0.50 | [-0.87, 0.24] | -1.54 | > .999
## T2 - ICS95 | pdcd.grano | ph.grano | 0.52 | [-0.23, 0.88] | 1.59 | > .999
## T2 - ICS95 | pdcd.grano | tf | -0.90 | [-0.98, -0.58] | -5.37 | 0.023*
## T2 - ICS95 | pdcd.grano | pi.tf | -0.78 | [-0.95, -0.23] | -3.25 | 0.240
## T2 - ICS95 | picd.testa | ph.testa | 0.54 | [-0.20, 0.89] | 1.69 | > .999
## T2 - ICS95 | picd.testa | ph.grano | 0.26 | [-0.49, 0.79] | 0.72 | > .999
## T2 - ICS95 | picd.testa | tf | 0.77 | [ 0.21, 0.95] | 3.15 | 0.258
## T2 - ICS95 | picd.testa | pi.tf | 0.93 | [ 0.68, 0.98] | 6.53 | 0.008**
## T2 - ICS95 | ph.testa | ph.grano | -0.14 | [-0.74, 0.58] | -0.38 | > .999
## T2 - ICS95 | ph.testa | tf | 0.50 | [-0.24, 0.87] | 1.53 | > .999
## T2 - ICS95 | ph.testa | pi.tf | 0.60 | [-0.11, 0.90] | 1.97 | > .999
## T2 - ICS95 | ph.grano | tf | -0.18 | [-0.76, 0.55] | -0.49 | > .999
## T2 - ICS95 | ph.grano | pi.tf | -0.03 | [-0.68, 0.65] | -0.08 | > .999
## T2 - ICS95 | tf | pi.tf | 0.94 | [ 0.73, 0.99] | 7.23 | 0.004**
## T3 - ICS95 | cd.testa | cd.grano | -0.63 | [-0.91, 0.06] | -2.13 | 0.650
## T3 - ICS95 | cd.testa | pdcd.grano | -0.64 | [-0.91, 0.05] | -2.19 | 0.650
## T3 - ICS95 | cd.testa | picd.testa | 0.92 | [ 0.65, 0.98] | 6.11 | 0.012*
## T3 - ICS95 | cd.testa | ph.testa | 0.82 | [ 0.35, 0.96] | 3.83 | 0.129
## T3 - ICS95 | cd.testa | ph.grano | -0.11 | [-0.72, 0.60] | -0.29 | > .999
## T3 - ICS95 | cd.testa | tf | 0.98 | [ 0.89, 1.00] | 12.34 | < .001***
## T3 - ICS95 | cd.testa | pi.tf | 0.87 | [ 0.49, 0.97] | 4.69 | 0.047*
## T3 - ICS95 | cd.grano | pdcd.grano | 0.75 | [ 0.17, 0.94] | 2.98 | 0.266
## T3 - ICS95 | cd.grano | picd.testa | -0.77 | [-0.95, -0.22] | -3.19 | 0.243
## T3 - ICS95 | cd.grano | ph.testa | -0.74 | [-0.94, -0.15] | -2.90 | 0.277
## T3 - ICS95 | cd.grano | ph.grano | 0.24 | [-0.51, 0.78] | 0.64 | > .999
## T3 - ICS95 | cd.grano | tf | -0.77 | [-0.95, -0.21] | -3.18 | 0.243
## T3 - ICS95 | cd.grano | pi.tf | -0.81 | [-0.96, -0.32] | -3.67 | 0.152
## T3 - ICS95 | pdcd.grano | picd.testa | -0.78 | [-0.95, -0.23] | -3.26 | 0.237
## T3 - ICS95 | pdcd.grano | ph.testa | -0.59 | [-0.90, 0.12] | -1.94 | 0.748
## T3 - ICS95 | pdcd.grano | ph.grano | 0.40 | [-0.36, 0.84] | 1.16 | > .999
## T3 - ICS95 | pdcd.grano | tf | -0.74 | [-0.94, -0.14] | -2.88 | 0.277
## T3 - ICS95 | pdcd.grano | pi.tf | -0.88 | [-0.98, -0.53] | -4.96 | 0.038*
## T3 - ICS95 | picd.testa | ph.testa | 0.78 | [ 0.24, 0.95] | 3.31 | 0.233
## T3 - ICS95 | picd.testa | ph.grano | -0.38 | [-0.83, 0.38] | -1.08 | > .999
## T3 - ICS95 | picd.testa | tf | 0.95 | [ 0.78, 0.99] | 8.24 | 0.002**
## T3 - ICS95 | picd.testa | pi.tf | 0.98 | [ 0.91, 1.00] | 13.15 | < .001***
## T3 - ICS95 | ph.testa | ph.grano | -0.07 | [-0.70, 0.62] | -0.19 | > .999
## T3 - ICS95 | ph.testa | tf | 0.87 | [ 0.50, 0.97] | 4.73 | 0.047*
## T3 - ICS95 | ph.testa | pi.tf | 0.76 | [ 0.20, 0.95] | 3.13 | 0.243
## T3 - ICS95 | ph.grano | tf | -0.17 | [-0.75, 0.56] | -0.46 | > .999
## T3 - ICS95 | ph.grano | pi.tf | -0.41 | [-0.84, 0.35] | -1.20 | > .999
## T3 - ICS95 | tf | pi.tf | 0.93 | [ 0.70, 0.99] | 6.80 | 0.006**
## T1 - TCS01 | cd.testa | cd.grano | -0.02 | [-0.67, 0.65] | -0.05 | > .999
## T1 - TCS01 | cd.testa | pdcd.grano | -0.23 | [-0.78, 0.51] | -0.64 | > .999
## T1 - TCS01 | cd.testa | picd.testa | 0.92 | [ 0.65, 0.98] | 6.13 | 0.012*
## T1 - TCS01 | cd.testa | ph.testa | 0.75 | [ 0.17, 0.94] | 3.00 | 0.385
## T1 - TCS01 | cd.testa | ph.grano | 0.57 | [-0.16, 0.89] | 1.82 | > .999
## T1 - TCS01 | cd.testa | tf | 0.96 | [ 0.82, 0.99] | 9.26 | < .001***
## T1 - TCS01 | cd.testa | pi.tf | 0.75 | [ 0.18, 0.94] | 3.03 | 0.385
## T1 - TCS01 | cd.grano | pdcd.grano | 0.18 | [-0.55, 0.75] | 0.48 | > .999
## T1 - TCS01 | cd.grano | picd.testa | -0.36 | [-0.83, 0.40] | -1.03 | > .999
## T1 - TCS01 | cd.grano | ph.testa | -0.48 | [-0.87, 0.27] | -1.43 | > .999
## T1 - TCS01 | cd.grano | ph.grano | -0.06 | [-0.70, 0.63] | -0.16 | > .999
## T1 - TCS01 | cd.grano | tf | -0.29 | [-0.80, 0.46] | -0.80 | > .999
## T1 - TCS01 | cd.grano | pi.tf | -0.31 | [-0.81, 0.44] | -0.87 | > .999
## T1 - TCS01 | pdcd.grano | picd.testa | -0.38 | [-0.83, 0.38] | -1.09 | > .999
## T1 - TCS01 | pdcd.grano | ph.testa | -0.08 | [-0.71, 0.62] | -0.22 | > .999
## T1 - TCS01 | pdcd.grano | ph.grano | 0.11 | [-0.60, 0.72] | 0.29 | > .999
## T1 - TCS01 | pdcd.grano | tf | -0.28 | [-0.79, 0.47] | -0.76 | > .999
## T1 - TCS01 | pdcd.grano | pi.tf | -0.78 | [-0.95, -0.24] | -3.31 | 0.270
## T1 - TCS01 | picd.testa | ph.testa | 0.79 | [ 0.27, 0.95] | 3.42 | 0.246
## T1 - TCS01 | picd.testa | ph.grano | 0.41 | [-0.35, 0.85] | 1.20 | > .999
## T1 - TCS01 | picd.testa | tf | 0.98 | [ 0.91, 1.00] | 13.37 | < .001***
## T1 - TCS01 | picd.testa | pi.tf | 0.86 | [ 0.47, 0.97] | 4.55 | 0.066
## T1 - TCS01 | ph.testa | ph.grano | 0.63 | [-0.07, 0.91] | 2.12 | > .999
## T1 - TCS01 | ph.testa | tf | 0.84 | [ 0.41, 0.97] | 4.15 | 0.103
## T1 - TCS01 | ph.testa | pi.tf | 0.58 | [-0.14, 0.90] | 1.88 | > .999
## T1 - TCS01 | ph.grano | tf | 0.55 | [-0.19, 0.89] | 1.72 | > .999
## T1 - TCS01 | ph.grano | pi.tf | 0.26 | [-0.49, 0.79] | 0.70 | > .999
## T1 - TCS01 | tf | pi.tf | 0.81 | [ 0.32, 0.96] | 3.66 | 0.186
## T2 - TCS01 | cd.testa | cd.grano | -0.72 | [-0.94, -0.10] | -2.72 | 0.239
## T2 - TCS01 | cd.testa | pdcd.grano | -0.76 | [-0.95, -0.20] | -3.13 | 0.183
## T2 - TCS01 | cd.testa | picd.testa | 0.99 | [ 0.94, 1.00] | 17.09 | < .001***
## T2 - TCS01 | cd.testa | ph.testa | 0.95 | [ 0.76, 0.99] | 7.74 | 0.002**
## T2 - TCS01 | cd.testa | ph.grano | 0.39 | [-0.37, 0.84] | 1.13 | > .999
## T2 - TCS01 | cd.testa | tf | 0.96 | [ 0.81, 0.99] | 8.89 | 0.001**
## T2 - TCS01 | cd.testa | pi.tf | 0.95 | [ 0.77, 0.99] | 8.04 | 0.002**
## T2 - TCS01 | cd.grano | pdcd.grano | 0.93 | [ 0.68, 0.98] | 6.55 | 0.006**
## T2 - TCS01 | cd.grano | picd.testa | -0.76 | [-0.95, -0.20] | -3.13 | 0.183
## T2 - TCS01 | cd.grano | ph.testa | -0.75 | [-0.94, -0.16] | -2.96 | 0.190
## T2 - TCS01 | cd.grano | ph.grano | -0.19 | [-0.76, 0.54] | -0.51 | > .999
## T2 - TCS01 | cd.grano | tf | -0.87 | [-0.97, -0.50] | -4.77 | 0.030*
## T2 - TCS01 | cd.grano | pi.tf | -0.87 | [-0.97, -0.48] | -4.61 | 0.035*
## T2 - TCS01 | pdcd.grano | picd.testa | -0.80 | [-0.96, -0.30] | -3.59 | 0.115
## T2 - TCS01 | pdcd.grano | ph.testa | -0.77 | [-0.95, -0.22] | -3.20 | 0.181
## T2 - TCS01 | pdcd.grano | ph.grano | -0.19 | [-0.76, 0.54] | -0.51 | > .999
## T2 - TCS01 | pdcd.grano | tf | -0.89 | [-0.98, -0.54] | -5.04 | 0.024*
## T2 - TCS01 | pdcd.grano | pi.tf | -0.92 | [-0.98, -0.66] | -6.28 | 0.008**
## T2 - TCS01 | picd.testa | ph.testa | 0.93 | [ 0.70, 0.99] | 6.77 | 0.005**
## T2 - TCS01 | picd.testa | ph.grano | 0.27 | [-0.48, 0.79] | 0.75 | > .999
## T2 - TCS01 | picd.testa | tf | 0.96 | [ 0.83, 0.99] | 9.33 | < .001***
## T2 - TCS01 | picd.testa | pi.tf | 0.97 | [ 0.84, 0.99] | 9.86 | < .001***
## T2 - TCS01 | ph.testa | ph.grano | 0.38 | [-0.38, 0.83] | 1.10 | > .999
## T2 - TCS01 | ph.testa | tf | 0.92 | [ 0.66, 0.98] | 6.21 | 0.008**
## T2 - TCS01 | ph.testa | pi.tf | 0.90 | [ 0.60, 0.98] | 5.59 | 0.014*
## T2 - TCS01 | ph.grano | tf | 0.37 | [-0.39, 0.83] | 1.06 | > .999
## T2 - TCS01 | ph.grano | pi.tf | 0.31 | [-0.45, 0.81] | 0.86 | > .999
## T2 - TCS01 | tf | pi.tf | 0.99 | [ 0.94, 1.00] | 16.92 | < .001***
## T3 - TCS01 | cd.testa | cd.grano | -0.64 | [-0.92, 0.04] | -2.21 | > .999
## T3 - TCS01 | cd.testa | pdcd.grano | -0.41 | [-0.84, 0.35] | -1.19 | > .999
## T3 - TCS01 | cd.testa | picd.testa | 0.95 | [ 0.77, 0.99] | 7.98 | 0.002**
## T3 - TCS01 | cd.testa | ph.testa | 0.33 | [-0.43, 0.81] | 0.91 | > .999
## T3 - TCS01 | cd.testa | ph.grano | -0.44 | [-0.85, 0.32] | -1.29 | > .999
## T3 - TCS01 | cd.testa | tf | 0.96 | [ 0.82, 0.99] | 9.13 | < .001***
## T3 - TCS01 | cd.testa | pi.tf | 0.98 | [ 0.90, 1.00] | 12.72 | < .001***
## T3 - TCS01 | cd.grano | pdcd.grano | 0.10 | [-0.61, 0.72] | 0.26 | > .999
## T3 - TCS01 | cd.grano | picd.testa | -0.75 | [-0.94, -0.17] | -3.00 | 0.416
## T3 - TCS01 | cd.grano | ph.testa | -0.54 | [-0.89, 0.20] | -1.68 | > .999
## T3 - TCS01 | cd.grano | ph.grano | 0.08 | [-0.62, 0.70] | 0.20 | > .999
## T3 - TCS01 | cd.grano | tf | -0.82 | [-0.96, -0.36] | -3.86 | 0.137
## T3 - TCS01 | cd.grano | pi.tf | -0.70 | [-0.93, -0.07] | -2.62 | 0.687
## T3 - TCS01 | pdcd.grano | picd.testa | -0.13 | [-0.73, 0.58] | -0.35 | > .999
## T3 - TCS01 | pdcd.grano | ph.testa | -0.29 | [-0.80, 0.46] | -0.80 | > .999
## T3 - TCS01 | pdcd.grano | ph.grano | 0.26 | [-0.49, 0.79] | 0.72 | > .999
## T3 - TCS01 | pdcd.grano | tf | -0.33 | [-0.82, 0.43] | -0.93 | > .999
## T3 - TCS01 | pdcd.grano | pi.tf | -0.52 | [-0.88, 0.23] | -1.59 | > .999
## T3 - TCS01 | picd.testa | ph.testa | 0.32 | [-0.44, 0.81] | 0.88 | > .999
## T3 - TCS01 | picd.testa | ph.grano | -0.37 | [-0.83, 0.39] | -1.07 | > .999
## T3 - TCS01 | picd.testa | tf | 0.97 | [ 0.84, 0.99] | 9.84 | < .001***
## T3 - TCS01 | picd.testa | pi.tf | 0.91 | [ 0.63, 0.98] | 5.86 | 0.014*
## T3 - TCS01 | ph.testa | ph.grano | 0.55 | [-0.18, 0.89] | 1.74 | > .999
## T3 - TCS01 | ph.testa | tf | 0.44 | [-0.31, 0.86] | 1.31 | > .999
## T3 - TCS01 | ph.testa | pi.tf | 0.44 | [-0.32, 0.85] | 1.29 | > .999
## T3 - TCS01 | ph.grano | tf | -0.34 | [-0.82, 0.42] | -0.95 | > .999
## T3 - TCS01 | ph.grano | pi.tf | -0.38 | [-0.83, 0.38] | -1.08 | > .999
## T3 - TCS01 | tf | pi.tf | 0.97 | [ 0.86, 0.99] | 10.41 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 9
### Spearman tratamientos by genotipos
datos %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos$trat, datos$gen) %>%
correlation(method = "spearman")
## # Correlation Matrix (spearman-method)
##
## Group | Parameter1 | Parameter2 | rho | 95% CI | S | p
## ----------------------------------------------------------------------------------
## T1 - CCN51 | cd.testa | cd.grano | -0.78 | [-0.94, -0.35] | 508.00 | 0.051
## T1 - CCN51 | cd.testa | pdcd.grano | -0.68 | [-0.91, -0.16] | 481.37 | 0.172
## T1 - CCN51 | cd.testa | picd.testa | 0.74 | [ 0.27, 0.92] | 74.52 | 0.090
## T1 - CCN51 | cd.testa | ph.testa | 0.73 | [ 0.25, 0.92] | 78.00 | 0.096
## T1 - CCN51 | cd.testa | ph.grano | 0.09 | [-0.52, 0.64] | 260.00 | > .999
## T1 - CCN51 | cd.testa | tf | 0.96 | [ 0.85, 0.99] | 12.00 | < .001***
## T1 - CCN51 | cd.testa | pi.tf | 0.74 | [ 0.27, 0.92] | 74.52 | 0.090
## T1 - CCN51 | cd.grano | pdcd.grano | 0.89 | [ 0.63, 0.97] | 32.22 | 0.003**
## T1 - CCN51 | cd.grano | picd.testa | -0.85 | [-0.96, -0.53] | 529.71 | 0.010**
## T1 - CCN51 | cd.grano | ph.testa | -0.59 | [-0.87, 0.00] | 454.00 | 0.491
## T1 - CCN51 | cd.grano | ph.grano | 0.32 | [-0.33, 0.76] | 194.00 | > .999
## T1 - CCN51 | cd.grano | tf | -0.91 | [-0.98, -0.69] | 546.00 | 0.001**
## T1 - CCN51 | cd.grano | pi.tf | -0.85 | [-0.96, -0.53] | 529.71 | 0.010**
## T1 - CCN51 | pdcd.grano | picd.testa | -0.96 | [-0.99, -0.87] | 561.86 | < .001***
## T1 - CCN51 | pdcd.grano | ph.testa | -0.49 | [-0.83, 0.14] | 424.98 | 0.775
## T1 - CCN51 | pdcd.grano | ph.grano | 0.31 | [-0.34, 0.76] | 197.38 | > .999
## T1 - CCN51 | pdcd.grano | tf | -0.80 | [-0.94, -0.41] | 515.61 | 0.030*
## T1 - CCN51 | pdcd.grano | pi.tf | -0.96 | [-0.99, -0.87] | 561.86 | < .001***
## T1 - CCN51 | picd.testa | ph.testa | 0.53 | [-0.08, 0.85] | 134.94 | 0.775
## T1 - CCN51 | picd.testa | ph.grano | -0.18 | [-0.70, 0.45] | 338.37 | > .999
## T1 - CCN51 | picd.testa | tf | 0.82 | [ 0.46, 0.95] | 50.35 | 0.020*
## T1 - CCN51 | picd.testa | pi.tf | 1.00 | [ 1.00, 1.00] | 0.00 | < .001***
## T1 - CCN51 | ph.testa | ph.grano | 0.51 | [-0.11, 0.84] | 140.00 | 0.775
## T1 - CCN51 | ph.testa | tf | 0.76 | [ 0.32, 0.93] | 68.00 | 0.063
## T1 - CCN51 | ph.testa | pi.tf | 0.53 | [-0.08, 0.85] | 134.94 | 0.775
## T1 - CCN51 | ph.grano | tf | -0.03 | [-0.60, 0.57] | 294.00 | > .999
## T1 - CCN51 | ph.grano | pi.tf | -0.18 | [-0.70, 0.45] | 338.37 | > .999
## T1 - CCN51 | tf | pi.tf | 0.82 | [ 0.46, 0.95] | 50.35 | 0.020*
## T2 - CCN51 | cd.testa | cd.grano | -0.47 | [-0.83, 0.16] | 420.23 | 0.780
## T2 - CCN51 | cd.testa | pdcd.grano | -0.65 | [-0.89, -0.09] | 470.62 | 0.257
## T2 - CCN51 | cd.testa | picd.testa | 0.98 | [ 0.93, 0.99] | 5.54 | < .001***
## T2 - CCN51 | cd.testa | ph.testa | 0.75 | [ 0.29, 0.93] | 71.62 | 0.065
## T2 - CCN51 | cd.testa | ph.grano | -0.51 | [-0.85, 0.10] | 433.26 | 0.780
## T2 - CCN51 | cd.testa | tf | 0.80 | [ 0.39, 0.94] | 58.60 | 0.028*
## T2 - CCN51 | cd.testa | pi.tf | 0.86 | [ 0.56, 0.96] | 38.84 | 0.006**
## T2 - CCN51 | cd.grano | pdcd.grano | 0.84 | [ 0.49, 0.96] | 46.32 | 0.014*
## T2 - CCN51 | cd.grano | picd.testa | -0.51 | [-0.84, 0.11] | 431.02 | 0.780
## T2 - CCN51 | cd.grano | ph.testa | -0.82 | [-0.95, -0.45] | 520.00 | 0.023*
## T2 - CCN51 | cd.grano | ph.grano | 0.26 | [-0.39, 0.73] | 212.00 | 0.856
## T2 - CCN51 | cd.grano | tf | -0.81 | [-0.95, -0.43] | 518.00 | 0.026*
## T2 - CCN51 | cd.grano | pi.tf | -0.62 | [-0.88, -0.05] | 463.24 | 0.316
## T2 - CCN51 | pdcd.grano | picd.testa | -0.66 | [-0.90, -0.12] | 474.64 | 0.235
## T2 - CCN51 | pdcd.grano | ph.testa | -0.91 | [-0.98, -0.69] | 545.82 | 0.001**
## T2 - CCN51 | pdcd.grano | ph.grano | 0.49 | [-0.13, 0.84] | 145.01 | 0.780
## T2 - CCN51 | pdcd.grano | tf | -0.81 | [-0.95, -0.43] | 517.63 | 0.026*
## T2 - CCN51 | pdcd.grano | pi.tf | -0.80 | [-0.94, -0.41] | 515.21 | 0.027*
## T2 - CCN51 | picd.testa | ph.testa | 0.81 | [ 0.43, 0.95] | 54.37 | 0.026*
## T2 - CCN51 | picd.testa | ph.grano | -0.42 | [-0.81, 0.22] | 406.85 | 0.856
## T2 - CCN51 | picd.testa | tf | 0.80 | [ 0.41, 0.94] | 56.39 | 0.027*
## T2 - CCN51 | picd.testa | pi.tf | 0.89 | [ 0.62, 0.97] | 32.45 | 0.003**
## T2 - CCN51 | ph.testa | ph.grano | -0.27 | [-0.74, 0.38] | 362.00 | 0.856
## T2 - CCN51 | ph.testa | tf | 0.87 | [ 0.57, 0.96] | 38.00 | 0.006**
## T2 - CCN51 | ph.testa | pi.tf | 0.88 | [ 0.61, 0.97] | 34.23 | 0.004**
## T2 - CCN51 | ph.grano | tf | -0.42 | [-0.81, 0.22] | 406.00 | 0.856
## T2 - CCN51 | ph.grano | pi.tf | -0.42 | [-0.81, 0.22] | 406.85 | 0.856
## T2 - CCN51 | tf | pi.tf | 0.89 | [ 0.65, 0.97] | 30.20 | 0.002**
## T3 - CCN51 | cd.testa | cd.grano | -0.69 | [-0.91, -0.18] | 484.00 | 0.113
## T3 - CCN51 | cd.testa | pdcd.grano | -0.78 | [-0.94, -0.36] | 509.57 | 0.032*
## T3 - CCN51 | cd.testa | picd.testa | 0.99 | [ 0.95, 1.00] | 4.02 | < .001***
## T3 - CCN51 | cd.testa | ph.testa | 0.90 | [ 0.67, 0.97] | 28.00 | 0.001**
## T3 - CCN51 | cd.testa | ph.grano | -0.67 | [-0.90, -0.14] | 478.00 | 0.135
## T3 - CCN51 | cd.testa | tf | 0.95 | [ 0.82, 0.99] | 14.00 | < .001***
## T3 - CCN51 | cd.testa | pi.tf | 0.96 | [ 0.87, 0.99] | 10.06 | < .001***
## T3 - CCN51 | cd.grano | pdcd.grano | 0.65 | [ 0.10, 0.89] | 100.70 | 0.136
## T3 - CCN51 | cd.grano | picd.testa | -0.78 | [-0.94, -0.36] | 509.57 | 0.032*
## T3 - CCN51 | cd.grano | ph.testa | -0.81 | [-0.95, -0.43] | 518.00 | 0.020*
## T3 - CCN51 | cd.grano | ph.grano | 0.38 | [-0.26, 0.79] | 176.00 | 0.217
## T3 - CCN51 | cd.grano | tf | -0.85 | [-0.96, -0.52] | 528.00 | 0.009**
## T3 - CCN51 | cd.grano | pi.tf | -0.80 | [-0.94, -0.41] | 515.61 | 0.022*
## T3 - CCN51 | pdcd.grano | picd.testa | -0.81 | [-0.95, -0.42] | 517.23 | 0.020*
## T3 - CCN51 | pdcd.grano | ph.testa | -0.71 | [-0.92, -0.21] | 489.43 | 0.095
## T3 - CCN51 | pdcd.grano | ph.grano | 0.61 | [ 0.04, 0.88] | 110.77 | 0.136
## T3 - CCN51 | pdcd.grano | tf | -0.85 | [-0.96, -0.51] | 527.70 | 0.009**
## T3 - CCN51 | pdcd.grano | pi.tf | -0.87 | [-0.97, -0.59] | 535.49 | 0.004**
## T3 - CCN51 | picd.testa | ph.testa | 0.94 | [ 0.78, 0.98] | 18.12 | < .001***
## T3 - CCN51 | picd.testa | ph.grano | -0.63 | [-0.89, -0.07] | 467.27 | 0.136
## T3 - CCN51 | picd.testa | tf | 0.99 | [ 0.95, 1.00] | 4.02 | < .001***
## T3 - CCN51 | picd.testa | pi.tf | 0.98 | [ 0.92, 0.99] | 6.09 | < .001***
## T3 - CCN51 | ph.testa | ph.grano | -0.67 | [-0.90, -0.14] | 478.00 | 0.135
## T3 - CCN51 | ph.testa | tf | 0.92 | [ 0.73, 0.98] | 22.00 | < .001***
## T3 - CCN51 | ph.testa | pi.tf | 0.89 | [ 0.63, 0.97] | 32.22 | 0.002**
## T3 - CCN51 | ph.grano | tf | -0.61 | [-0.88, -0.03] | 460.00 | 0.136
## T3 - CCN51 | ph.grano | pi.tf | -0.64 | [-0.89, -0.09] | 469.29 | 0.136
## T3 - CCN51 | tf | pi.tf | 0.99 | [ 0.95, 1.00] | 4.02 | < .001***
## T1 - ICS95 | cd.testa | cd.grano | -0.31 | [-0.76, 0.33] | 376.00 | 0.638
## T1 - ICS95 | cd.testa | pdcd.grano | -0.78 | [-0.94, -0.36] | 509.57 | 0.048*
## T1 - ICS95 | cd.testa | picd.testa | 0.98 | [ 0.92, 0.99] | 6.04 | < .001***
## T1 - ICS95 | cd.testa | ph.testa | 0.69 | [ 0.18, 0.91] | 88.00 | 0.139
## T1 - ICS95 | cd.testa | ph.grano | 0.63 | [ 0.07, 0.89] | 106.00 | 0.204
## T1 - ICS95 | cd.testa | tf | 0.88 | [ 0.61, 0.97] | 34.00 | 0.003**
## T1 - ICS95 | cd.testa | pi.tf | 0.91 | [ 0.69, 0.98] | 26.18 | 0.001**
## T1 - ICS95 | cd.grano | pdcd.grano | 0.70 | [ 0.20, 0.91] | 84.59 | 0.137
## T1 - ICS95 | cd.grano | picd.testa | -0.27 | [-0.74, 0.38] | 362.54 | 0.638
## T1 - ICS95 | cd.grano | ph.testa | -0.51 | [-0.84, 0.11] | 432.00 | 0.450
## T1 - ICS95 | cd.grano | ph.grano | -0.48 | [-0.83, 0.15] | 422.00 | 0.450
## T1 - ICS95 | cd.grano | tf | -0.70 | [-0.91, -0.19] | 486.00 | 0.137
## T1 - ICS95 | cd.grano | pi.tf | -0.49 | [-0.83, 0.14] | 424.98 | 0.450
## T1 - ICS95 | pdcd.grano | picd.testa | -0.79 | [-0.94, -0.37] | 511.15 | 0.045*
## T1 - ICS95 | pdcd.grano | ph.testa | -0.72 | [-0.92, -0.23] | 491.44 | 0.124
## T1 - ICS95 | pdcd.grano | ph.grano | -0.58 | [-0.87, 0.00] | 453.17 | 0.276
## T1 - ICS95 | pdcd.grano | tf | -0.95 | [-0.99, -0.82] | 557.91 | < .001***
## T1 - ICS95 | pdcd.grano | pi.tf | -0.90 | [-0.97, -0.67] | 543.60 | 0.001**
## T1 - ICS95 | picd.testa | ph.testa | 0.67 | [ 0.14, 0.90] | 94.66 | 0.174
## T1 - ICS95 | picd.testa | ph.grano | 0.64 | [ 0.09, 0.89] | 102.71 | 0.204
## T1 - ICS95 | picd.testa | tf | 0.86 | [ 0.55, 0.96] | 40.28 | 0.007**
## T1 - ICS95 | picd.testa | pi.tf | 0.94 | [ 0.78, 0.98] | 18.26 | < .001***
## T1 - ICS95 | ph.testa | ph.grano | 0.85 | [ 0.53, 0.96] | 42.00 | 0.008**
## T1 - ICS95 | ph.testa | tf | 0.78 | [ 0.35, 0.94] | 64.00 | 0.051
## T1 - ICS95 | ph.testa | pi.tf | 0.73 | [ 0.24, 0.92] | 78.54 | 0.121
## T1 - ICS95 | ph.grano | tf | 0.72 | [ 0.23, 0.92] | 80.00 | 0.124
## T1 - ICS95 | ph.grano | pi.tf | 0.65 | [ 0.10, 0.89] | 100.70 | 0.204
## T1 - ICS95 | tf | pi.tf | 0.92 | [ 0.73, 0.98] | 22.15 | < .001***
## T2 - ICS95 | cd.testa | cd.grano | -0.80 | [-0.94, -0.40] | 514.00 | 0.030*
## T2 - ICS95 | cd.testa | pdcd.grano | -0.80 | [-0.94, -0.39] | 513.60 | 0.030*
## T2 - ICS95 | cd.testa | picd.testa | 0.89 | [ 0.65, 0.97] | 30.20 | 0.002**
## T2 - ICS95 | cd.testa | ph.testa | 0.15 | [-0.48, 0.68] | 242.00 | > .999
## T2 - ICS95 | cd.testa | ph.grano | -0.27 | [-0.74, 0.37] | 364.00 | > .999
## T2 - ICS95 | cd.testa | tf | 0.96 | [ 0.85, 0.99] | 12.00 | < .001***
## T2 - ICS95 | cd.testa | pi.tf | 0.92 | [ 0.73, 0.98] | 22.15 | < .001***
## T2 - ICS95 | cd.grano | pdcd.grano | 0.93 | [ 0.75, 0.98] | 20.13 | < .001***
## T2 - ICS95 | cd.grano | picd.testa | -0.83 | [-0.95, -0.48] | 523.67 | 0.015*
## T2 - ICS95 | cd.grano | ph.testa | -0.55 | [-0.86, 0.05] | 444.00 | 0.813
## T2 - ICS95 | cd.grano | ph.grano | 0.31 | [-0.34, 0.76] | 198.00 | > .999
## T2 - ICS95 | cd.grano | tf | -0.91 | [-0.98, -0.69] | 546.00 | < .001***
## T2 - ICS95 | cd.grano | pi.tf | -0.89 | [-0.97, -0.65] | 541.80 | 0.002**
## T2 - ICS95 | pdcd.grano | picd.testa | -0.72 | [-0.92, -0.22] | 490.87 | 0.123
## T2 - ICS95 | pdcd.grano | ph.testa | -0.32 | [-0.76, 0.33] | 376.64 | > .999
## T2 - ICS95 | pdcd.grano | ph.grano | 0.51 | [-0.10, 0.85] | 138.97 | > .999
## T2 - ICS95 | pdcd.grano | tf | -0.91 | [-0.98, -0.69] | 545.82 | < .001***
## T2 - ICS95 | pdcd.grano | pi.tf | -0.81 | [-0.95, -0.42] | 517.23 | 0.025*
## T2 - ICS95 | picd.testa | ph.testa | 0.39 | [-0.25, 0.80] | 173.21 | > .999
## T2 - ICS95 | picd.testa | ph.grano | -0.14 | [-0.67, 0.49] | 326.28 | > .999
## T2 - ICS95 | picd.testa | tf | 0.89 | [ 0.65, 0.97] | 30.20 | 0.002**
## T2 - ICS95 | picd.testa | pi.tf | 0.96 | [ 0.87, 0.99] | 10.14 | < .001***
## T2 - ICS95 | ph.testa | ph.grano | 0.17 | [-0.46, 0.69] | 238.00 | > .999
## T2 - ICS95 | ph.testa | tf | 0.31 | [-0.34, 0.76] | 198.00 | > .999
## T2 - ICS95 | ph.testa | pi.tf | 0.39 | [-0.25, 0.80] | 173.21 | > .999
## T2 - ICS95 | ph.grano | tf | -0.37 | [-0.79, 0.28] | 392.00 | > .999
## T2 - ICS95 | ph.grano | pi.tf | -0.20 | [-0.70, 0.44] | 342.40 | > .999
## T2 - ICS95 | tf | pi.tf | 0.94 | [ 0.78, 0.98] | 18.12 | < .001***
## T3 - ICS95 | cd.testa | cd.grano | -0.69 | [-0.91, -0.16] | 482.00 | 0.070
## T3 - ICS95 | cd.testa | pdcd.grano | -0.82 | [-0.95, -0.44] | 519.64 | 0.015*
## T3 - ICS95 | cd.testa | picd.testa | 0.88 | [ 0.61, 0.97] | 34.23 | 0.003**
## T3 - ICS95 | cd.testa | ph.testa | 0.91 | [ 0.69, 0.98] | 26.00 | < .001***
## T3 - ICS95 | cd.testa | ph.grano | -0.54 | [-0.86, 0.07] | 440.00 | 0.096
## T3 - ICS95 | cd.testa | tf | 0.95 | [ 0.82, 0.99] | 14.00 | < .001***
## T3 - ICS95 | cd.testa | pi.tf | 0.91 | [ 0.69, 0.98] | 26.18 | < .001***
## T3 - ICS95 | cd.grano | pdcd.grano | 0.76 | [ 0.31, 0.93] | 68.47 | 0.037*
## T3 - ICS95 | cd.grano | picd.testa | -0.85 | [-0.96, -0.53] | 529.71 | 0.006**
## T3 - ICS95 | cd.grano | ph.testa | -0.79 | [-0.94, -0.38] | 512.00 | 0.022*
## T3 - ICS95 | cd.grano | ph.grano | 0.59 | [ 0.01, 0.88] | 116.00 | 0.096
## T3 - ICS95 | cd.grano | tf | -0.80 | [-0.95, -0.41] | 516.00 | 0.018*
## T3 - ICS95 | cd.grano | pi.tf | -0.86 | [-0.96, -0.55] | 531.72 | 0.005**
## T3 - ICS95 | pdcd.grano | picd.testa | -0.94 | [-0.98, -0.78] | 553.74 | < .001***
## T3 - ICS95 | pdcd.grano | ph.testa | -0.81 | [-0.95, -0.43] | 517.63 | 0.017*
## T3 - ICS95 | pdcd.grano | ph.grano | 0.73 | [ 0.24, 0.92] | 78.54 | 0.053
## T3 - ICS95 | pdcd.grano | tf | -0.88 | [-0.97, -0.61] | 537.77 | 0.003**
## T3 - ICS95 | pdcd.grano | pi.tf | -0.94 | [-0.98, -0.80] | 555.77 | < .001***
## T3 - ICS95 | picd.testa | ph.testa | 0.87 | [ 0.59, 0.97] | 36.25 | 0.003**
## T3 - ICS95 | picd.testa | ph.grano | -0.75 | [-0.93, -0.28] | 499.50 | 0.042*
## T3 - ICS95 | picd.testa | tf | 0.94 | [ 0.80, 0.99] | 16.11 | < .001***
## T3 - ICS95 | picd.testa | pi.tf | 0.99 | [ 0.97, 1.00] | 2.03 | < .001***
## T3 - ICS95 | ph.testa | ph.grano | -0.64 | [-0.89, -0.09] | 470.00 | 0.096
## T3 - ICS95 | ph.testa | tf | 0.92 | [ 0.71, 0.98] | 24.00 | < .001***
## T3 - ICS95 | ph.testa | pi.tf | 0.89 | [ 0.65, 0.97] | 30.20 | 0.002**
## T3 - ICS95 | ph.grano | tf | -0.63 | [-0.89, -0.07] | 466.00 | 0.096
## T3 - ICS95 | ph.grano | pi.tf | -0.73 | [-0.92, -0.24] | 493.46 | 0.053
## T3 - ICS95 | tf | pi.tf | 0.96 | [ 0.87, 0.99] | 10.06 | < .001***
## T1 - TCS01 | cd.testa | cd.grano | -0.57 | [-0.87, 0.02] | 450.00 | 0.493
## T1 - TCS01 | cd.testa | pdcd.grano | -0.73 | [-0.92, -0.26] | 495.47 | 0.122
## T1 - TCS01 | cd.testa | picd.testa | 0.96 | [ 0.85, 0.99] | 12.08 | < .001***
## T1 - TCS01 | cd.testa | ph.testa | 0.64 | [ 0.09, 0.89] | 102.00 | 0.264
## T1 - TCS01 | cd.testa | ph.grano | 0.17 | [-0.46, 0.69] | 236.00 | > .999
## T1 - TCS01 | cd.testa | tf | 0.98 | [ 0.92, 0.99] | 6.00 | < .001***
## T1 - TCS01 | cd.testa | pi.tf | 0.89 | [ 0.63, 0.97] | 32.22 | 0.003**
## T1 - TCS01 | cd.grano | pdcd.grano | 0.67 | [ 0.14, 0.90] | 94.66 | 0.243
## T1 - TCS01 | cd.grano | picd.testa | -0.70 | [-0.91, -0.19] | 485.40 | 0.199
## T1 - TCS01 | cd.grano | ph.testa | -0.76 | [-0.93, -0.30] | 502.00 | 0.090
## T1 - TCS01 | cd.grano | ph.grano | -0.02 | [-0.60, 0.57] | 292.00 | > .999
## T1 - TCS01 | cd.grano | tf | -0.69 | [-0.91, -0.16] | 482.00 | 0.209
## T1 - TCS01 | cd.grano | pi.tf | -0.67 | [-0.90, -0.14] | 477.34 | 0.243
## T1 - TCS01 | pdcd.grano | picd.testa | -0.81 | [-0.95, -0.42] | 517.23 | 0.031*
## T1 - TCS01 | pdcd.grano | ph.testa | -0.45 | [-0.82, 0.18] | 414.90 | > .999
## T1 - TCS01 | pdcd.grano | ph.grano | 0.16 | [-0.47, 0.68] | 239.67 | > .999
## T1 - TCS01 | pdcd.grano | tf | -0.75 | [-0.93, -0.30] | 501.51 | 0.090
## T1 - TCS01 | pdcd.grano | pi.tf | -0.93 | [-0.98, -0.75] | 551.72 | < .001***
## T1 - TCS01 | picd.testa | ph.testa | 0.65 | [ 0.11, 0.90] | 98.69 | 0.250
## T1 - TCS01 | picd.testa | ph.grano | 0.09 | [-0.52, 0.64] | 259.82 | > .999
## T1 - TCS01 | picd.testa | tf | 0.98 | [ 0.92, 0.99] | 6.04 | < .001***
## T1 - TCS01 | picd.testa | pi.tf | 0.93 | [ 0.75, 0.98] | 20.28 | < .001***
## T1 - TCS01 | ph.testa | ph.grano | 0.39 | [-0.25, 0.80] | 174.00 | > .999
## T1 - TCS01 | ph.testa | tf | 0.69 | [ 0.18, 0.91] | 88.00 | 0.201
## T1 - TCS01 | ph.testa | pi.tf | 0.58 | [-0.01, 0.87] | 120.84 | 0.493
## T1 - TCS01 | ph.grano | tf | 0.22 | [-0.42, 0.71] | 224.00 | > .999
## T1 - TCS01 | ph.grano | pi.tf | -0.09 | [-0.64, 0.52] | 312.18 | > .999
## T1 - TCS01 | tf | pi.tf | 0.89 | [ 0.63, 0.97] | 32.22 | 0.003**
## T2 - TCS01 | cd.testa | cd.grano | -0.80 | [-0.94, -0.41] | 515.40 | 0.015*
## T2 - TCS01 | cd.testa | pdcd.grano | -0.91 | [-0.97, -0.68] | 545.27 | < .001***
## T2 - TCS01 | cd.testa | picd.testa | 0.98 | [ 0.93, 0.99] | 5.54 | < .001***
## T2 - TCS01 | cd.testa | ph.testa | 0.93 | [ 0.75, 0.98] | 20.54 | < .001***
## T2 - TCS01 | cd.testa | ph.grano | -0.07 | [-0.63, 0.54] | 306.04 | > .999
## T2 - TCS01 | cd.testa | tf | 0.96 | [ 0.85, 0.99] | 11.52 | < .001***
## T2 - TCS01 | cd.testa | pi.tf | 0.95 | [ 0.83, 0.99] | 13.62 | < .001***
## T2 - TCS01 | cd.grano | pdcd.grano | 0.86 | [ 0.55, 0.96] | 40.28 | 0.004**
## T2 - TCS01 | cd.grano | picd.testa | -0.83 | [-0.95, -0.48] | 523.67 | 0.009**
## T2 - TCS01 | cd.grano | ph.testa | -0.80 | [-0.95, -0.41] | 516.00 | 0.015*
## T2 - TCS01 | cd.grano | ph.grano | 0.19 | [-0.45, 0.70] | 232.00 | > .999
## T2 - TCS01 | cd.grano | tf | -0.90 | [-0.97, -0.65] | 542.00 | 0.001**
## T2 - TCS01 | cd.grano | pi.tf | -0.82 | [-0.95, -0.46] | 521.65 | 0.010**
## T2 - TCS01 | pdcd.grano | picd.testa | -0.91 | [-0.98, -0.71] | 547.66 | < .001***
## T2 - TCS01 | pdcd.grano | ph.testa | -0.87 | [-0.97, -0.59] | 535.75 | 0.003**
## T2 - TCS01 | pdcd.grano | ph.grano | 0.23 | [-0.41, 0.72] | 219.53 | > .999
## T2 - TCS01 | pdcd.grano | tf | -0.94 | [-0.99, -0.80] | 555.89 | < .001***
## T2 - TCS01 | pdcd.grano | pi.tf | -0.97 | [-0.99, -0.90] | 563.89 | < .001***
## T2 - TCS01 | picd.testa | ph.testa | 0.89 | [ 0.63, 0.97] | 32.22 | 0.002**
## T2 - TCS01 | picd.testa | ph.grano | -0.11 | [-0.66, 0.51] | 318.23 | > .999
## T2 - TCS01 | picd.testa | tf | 0.96 | [ 0.85, 0.99] | 12.08 | < .001***
## T2 - TCS01 | picd.testa | pi.tf | 0.95 | [ 0.82, 0.99] | 14.20 | < .001***
## T2 - TCS01 | ph.testa | ph.grano | 0.05 | [-0.55, 0.62] | 272.00 | > .999
## T2 - TCS01 | ph.testa | tf | 0.91 | [ 0.69, 0.98] | 26.00 | < .001***
## T2 - TCS01 | ph.testa | pi.tf | 0.89 | [ 0.65, 0.97] | 30.20 | 0.001**
## T2 - TCS01 | ph.grano | tf | -0.07 | [-0.63, 0.54] | 306.00 | > .999
## T2 - TCS01 | ph.grano | pi.tf | -0.11 | [-0.65, 0.51] | 316.21 | > .999
## T2 - TCS01 | tf | pi.tf | 0.98 | [ 0.92, 0.99] | 6.04 | < .001***
## T3 - TCS01 | cd.testa | cd.grano | -0.70 | [-0.91, -0.19] | 486.00 | 0.159
## T3 - TCS01 | cd.testa | pdcd.grano | -0.68 | [-0.90, -0.15] | 479.36 | 0.172
## T3 - TCS01 | cd.testa | picd.testa | 0.99 | [ 0.97, 1.00] | 2.01 | < .001***
## T3 - TCS01 | cd.testa | ph.testa | 0.27 | [-0.37, 0.74] | 208.00 | > .999
## T3 - TCS01 | cd.testa | ph.grano | -0.75 | [-0.93, -0.29] | 500.00 | 0.082
## T3 - TCS01 | cd.testa | tf | 0.96 | [ 0.85, 0.99] | 12.00 | < .001***
## T3 - TCS01 | cd.testa | pi.tf | 0.96 | [ 0.85, 0.99] | 12.08 | < .001***
## T3 - TCS01 | cd.grano | pdcd.grano | 0.44 | [-0.20, 0.81] | 161.12 | > .999
## T3 - TCS01 | cd.grano | picd.testa | -0.75 | [-0.93, -0.28] | 499.50 | 0.082
## T3 - TCS01 | cd.grano | ph.testa | -0.45 | [-0.82, 0.18] | 416.00 | > .999
## T3 - TCS01 | cd.grano | ph.grano | 0.50 | [-0.12, 0.84] | 142.00 | 0.856
## T3 - TCS01 | cd.grano | tf | -0.83 | [-0.95, -0.46] | 522.00 | 0.021*
## T3 - TCS01 | cd.grano | pi.tf | -0.80 | [-0.94, -0.39] | 513.60 | 0.039*
## T3 - TCS01 | pdcd.grano | picd.testa | -0.68 | [-0.91, -0.16] | 480.72 | 0.172
## T3 - TCS01 | pdcd.grano | ph.testa | -0.26 | [-0.73, 0.38] | 360.52 | > .999
## T3 - TCS01 | pdcd.grano | ph.grano | 0.68 | [ 0.16, 0.91] | 90.63 | 0.172
## T3 - TCS01 | pdcd.grano | tf | -0.69 | [-0.91, -0.17] | 483.39 | 0.169
## T3 - TCS01 | pdcd.grano | pi.tf | -0.77 | [-0.94, -0.34] | 507.09 | 0.061
## T3 - TCS01 | picd.testa | ph.testa | 0.30 | [-0.35, 0.75] | 201.41 | > .999
## T3 - TCS01 | picd.testa | ph.grano | -0.77 | [-0.93, -0.33] | 505.54 | 0.064
## T3 - TCS01 | picd.testa | tf | 0.98 | [ 0.92, 0.99] | 6.04 | < .001***
## T3 - TCS01 | picd.testa | pi.tf | 0.96 | [ 0.87, 0.99] | 10.14 | < .001***
## T3 - TCS01 | ph.testa | ph.grano | 0.24 | [-0.41, 0.72] | 218.00 | > .999
## T3 - TCS01 | ph.testa | tf | 0.27 | [-0.38, 0.74] | 210.00 | > .999
## T3 - TCS01 | ph.testa | pi.tf | 0.37 | [-0.28, 0.78] | 181.27 | > .999
## T3 - TCS01 | ph.grano | tf | -0.80 | [-0.95, -0.41] | 516.00 | 0.034*
## T3 - TCS01 | ph.grano | pi.tf | -0.75 | [-0.93, -0.30] | 501.51 | 0.079
## T3 - TCS01 | tf | pi.tf | 0.97 | [ 0.90, 0.99] | 8.05 | < .001***
##
## p-value adjustment method: Holm (1979)
## Observations: 12
datos2.fin %>%
select(cd.testa, cd.grano, pdcd.grano, picd.testa, ph.testa, ph.grano, tf, pi.tf) %>%
group_by(datos2.fin$trat, datos2.fin$gen) %>%
correlation(method = "spearman")
## # Correlation Matrix (spearman-method)
##
## Group | Parameter1 | Parameter2 | rho | 95% CI | S | p
## ----------------------------------------------------------------------------------
## T1 - CCN51 | cd.testa | cd.grano | -0.48 | [-0.87, 0.29] | 178.00 | > .999
## T1 - CCN51 | cd.testa | pdcd.grano | -0.27 | [-0.80, 0.50] | 152.00 | > .999
## T1 - CCN51 | cd.testa | picd.testa | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T1 - CCN51 | cd.testa | ph.testa | 0.87 | [ 0.46, 0.97] | 16.00 | 0.057
## T1 - CCN51 | cd.testa | ph.grano | 0.83 | [ 0.36, 0.97] | 20.00 | 0.116
## T1 - CCN51 | cd.testa | tf | 0.90 | [ 0.57, 0.98] | 12.00 | 0.023*
## T1 - CCN51 | cd.testa | pi.tf | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T1 - CCN51 | cd.grano | pdcd.grano | 0.75 | [ 0.15, 0.95] | 30.00 | 0.399
## T1 - CCN51 | cd.grano | picd.testa | -0.67 | [-0.93, 0.02] | 200.00 | 0.848
## T1 - CCN51 | cd.grano | ph.testa | -0.72 | [-0.94, -0.08] | 206.00 | 0.567
## T1 - CCN51 | cd.grano | ph.grano | -0.12 | [-0.74, 0.61] | 134.00 | > .999
## T1 - CCN51 | cd.grano | tf | -0.80 | [-0.96, -0.27] | 216.00 | 0.202
## T1 - CCN51 | cd.grano | pi.tf | -0.67 | [-0.93, 0.02] | 200.00 | 0.848
## T1 - CCN51 | pdcd.grano | picd.testa | -0.92 | [-0.98, -0.63] | 230.00 | 0.013*
## T1 - CCN51 | pdcd.grano | ph.testa | -0.45 | [-0.86, 0.33] | 174.00 | > .999
## T1 - CCN51 | pdcd.grano | ph.grano | -0.17 | [-0.76, 0.58] | 140.00 | > .999
## T1 - CCN51 | pdcd.grano | tf | -0.55 | [-0.89, 0.20] | 186.00 | > .999
## T1 - CCN51 | pdcd.grano | pi.tf | -0.92 | [-0.98, -0.63] | 230.00 | 0.013*
## T1 - CCN51 | picd.testa | ph.testa | 0.50 | [-0.27, 0.88] | 60.00 | > .999
## T1 - CCN51 | picd.testa | ph.grano | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T1 - CCN51 | picd.testa | tf | 0.60 | [-0.13, 0.91] | 48.00 | > .999
## T1 - CCN51 | picd.testa | pi.tf | 1.00 | [ 1.00, 1.00] | 0.00 | < .001***
## T1 - CCN51 | ph.testa | ph.grano | 0.68 | [ 0.01, 0.93] | 38.00 | 0.764
## T1 - CCN51 | ph.testa | tf | 0.95 | [ 0.76, 0.99] | 6.00 | 0.002**
## T1 - CCN51 | ph.testa | pi.tf | 0.50 | [-0.27, 0.88] | 60.00 | > .999
## T1 - CCN51 | ph.grano | tf | 0.65 | [-0.05, 0.92] | 42.00 | 0.871
## T1 - CCN51 | ph.grano | pi.tf | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T1 - CCN51 | tf | pi.tf | 0.60 | [-0.13, 0.91] | 48.00 | > .999
## T2 - CCN51 | cd.testa | cd.grano | -0.22 | [-0.78, 0.54] | 146.11 | > .999
## T2 - CCN51 | cd.testa | pdcd.grano | -0.38 | [-0.84, 0.40] | 165.19 | > .999
## T2 - CCN51 | cd.testa | picd.testa | 0.97 | [ 0.86, 0.99] | 3.51 | < .001***
## T2 - CCN51 | cd.testa | ph.testa | 0.55 | [-0.20, 0.89] | 53.72 | > .999
## T2 - CCN51 | cd.testa | ph.grano | -0.50 | [-0.88, 0.27] | 180.25 | > .999
## T2 - CCN51 | cd.testa | tf | 0.71 | [ 0.07, 0.94] | 34.64 | 0.633
## T2 - CCN51 | cd.testa | pi.tf | 0.69 | [ 0.03, 0.93] | 36.65 | 0.680
## T2 - CCN51 | cd.grano | pdcd.grano | 0.77 | [ 0.19, 0.95] | 28.00 | 0.383
## T2 - CCN51 | cd.grano | picd.testa | -0.27 | [-0.80, 0.50] | 152.00 | > .999
## T2 - CCN51 | cd.grano | ph.testa | -0.70 | [-0.93, -0.04] | 204.00 | 0.680
## T2 - CCN51 | cd.grano | ph.grano | 0.13 | [-0.60, 0.74] | 104.00 | > .999
## T2 - CCN51 | cd.grano | tf | -0.65 | [-0.92, 0.05] | 198.00 | 0.813
## T2 - CCN51 | cd.grano | pi.tf | -0.53 | [-0.89, 0.23] | 184.00 | > .999
## T2 - CCN51 | pdcd.grano | picd.testa | -0.40 | [-0.85, 0.38] | 168.00 | > .999
## T2 - CCN51 | pdcd.grano | ph.testa | -0.80 | [-0.96, -0.27] | 216.00 | 0.241
## T2 - CCN51 | pdcd.grano | ph.grano | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T2 - CCN51 | pdcd.grano | tf | -0.68 | [-0.93, -0.01] | 202.00 | 0.680
## T2 - CCN51 | pdcd.grano | pi.tf | -0.73 | [-0.94, -0.11] | 208.00 | 0.565
## T2 - CCN51 | picd.testa | ph.testa | 0.67 | [-0.02, 0.93] | 40.00 | 0.748
## T2 - CCN51 | picd.testa | ph.grano | -0.33 | [-0.82, 0.44] | 160.00 | > .999
## T2 - CCN51 | picd.testa | tf | 0.70 | [ 0.04, 0.93] | 36.00 | 0.680
## T2 - CCN51 | picd.testa | pi.tf | 0.73 | [ 0.11, 0.94] | 32.00 | 0.565
## T2 - CCN51 | ph.testa | ph.grano | -0.08 | [-0.72, 0.63] | 130.00 | > .999
## T2 - CCN51 | ph.testa | tf | 0.73 | [ 0.11, 0.94] | 32.00 | 0.565
## T2 - CCN51 | ph.testa | pi.tf | 0.83 | [ 0.36, 0.97] | 20.00 | 0.137
## T2 - CCN51 | ph.grano | tf | -0.38 | [-0.84, 0.40] | 166.00 | > .999
## T2 - CCN51 | ph.grano | pi.tf | -0.23 | [-0.79, 0.53] | 148.00 | > .999
## T2 - CCN51 | tf | pi.tf | 0.92 | [ 0.63, 0.98] | 10.00 | 0.014*
## T3 - CCN51 | cd.testa | cd.grano | -0.65 | [-0.92, 0.05] | 198.00 | 0.755
## T3 - CCN51 | cd.testa | pdcd.grano | -0.50 | [-0.88, 0.27] | 180.00 | > .999
## T3 - CCN51 | cd.testa | picd.testa | 0.98 | [ 0.92, 1.00] | 2.00 | < .001***
## T3 - CCN51 | cd.testa | ph.testa | 0.82 | [ 0.31, 0.96] | 22.00 | 0.144
## T3 - CCN51 | cd.testa | ph.grano | -0.23 | [-0.79, 0.53] | 148.00 | > .999
## T3 - CCN51 | cd.testa | tf | 0.95 | [ 0.76, 0.99] | 6.00 | 0.002**
## T3 - CCN51 | cd.testa | pi.tf | 0.93 | [ 0.70, 0.99] | 8.00 | 0.005**
## T3 - CCN51 | cd.grano | pdcd.grano | 0.53 | [-0.23, 0.89] | 56.00 | > .999
## T3 - CCN51 | cd.grano | picd.testa | -0.75 | [-0.95, -0.15] | 210.00 | 0.319
## T3 - CCN51 | cd.grano | ph.testa | -0.78 | [-0.95, -0.23] | 214.00 | 0.225
## T3 - CCN51 | cd.grano | ph.grano | 0.03 | [-0.66, 0.69] | 116.00 | > .999
## T3 - CCN51 | cd.grano | tf | -0.82 | [-0.96, -0.31] | 218.00 | 0.144
## T3 - CCN51 | cd.grano | pi.tf | -0.78 | [-0.95, -0.23] | 214.00 | 0.225
## T3 - CCN51 | pdcd.grano | picd.testa | -0.55 | [-0.89, 0.20] | 186.00 | > .999
## T3 - CCN51 | pdcd.grano | ph.testa | -0.33 | [-0.82, 0.44] | 160.00 | > .999
## T3 - CCN51 | pdcd.grano | ph.grano | 0.10 | [-0.62, 0.73] | 108.00 | > .999
## T3 - CCN51 | pdcd.grano | tf | -0.65 | [-0.92, 0.05] | 198.00 | 0.755
## T3 - CCN51 | pdcd.grano | pi.tf | -0.70 | [-0.93, -0.04] | 204.00 | 0.501
## T3 - CCN51 | picd.testa | ph.testa | 0.87 | [ 0.46, 0.97] | 16.00 | 0.055
## T3 - CCN51 | picd.testa | ph.grano | -0.15 | [-0.75, 0.59] | 138.00 | > .999
## T3 - CCN51 | picd.testa | tf | 0.98 | [ 0.92, 1.00] | 2.00 | < .001***
## T3 - CCN51 | picd.testa | pi.tf | 0.95 | [ 0.76, 0.99] | 6.00 | 0.002**
## T3 - CCN51 | ph.testa | ph.grano | -0.23 | [-0.79, 0.53] | 148.00 | > .999
## T3 - CCN51 | ph.testa | tf | 0.83 | [ 0.36, 0.97] | 20.00 | 0.111
## T3 - CCN51 | ph.testa | pi.tf | 0.75 | [ 0.15, 0.95] | 30.00 | 0.319
## T3 - CCN51 | ph.grano | tf | -0.12 | [-0.74, 0.61] | 134.00 | > .999
## T3 - CCN51 | ph.grano | pi.tf | -0.17 | [-0.76, 0.58] | 140.00 | > .999
## T3 - CCN51 | tf | pi.tf | 0.98 | [ 0.92, 1.00] | 2.00 | < .001***
## T1 - ICS95 | cd.testa | cd.grano | -0.08 | [-0.72, 0.63] | 130.00 | > .999
## T1 - ICS95 | cd.testa | pdcd.grano | -0.50 | [-0.88, 0.27] | 180.00 | > .999
## T1 - ICS95 | cd.testa | picd.testa | 0.97 | [ 0.84, 0.99] | 4.00 | < .001***
## T1 - ICS95 | cd.testa | ph.testa | 0.72 | [ 0.08, 0.94] | 34.00 | 0.477
## T1 - ICS95 | cd.testa | ph.grano | 0.62 | [-0.10, 0.91] | 46.00 | 0.738
## T1 - ICS95 | cd.testa | tf | 0.73 | [ 0.11, 0.94] | 32.00 | 0.417
## T1 - ICS95 | cd.testa | pi.tf | 0.80 | [ 0.27, 0.96] | 24.00 | 0.202
## T1 - ICS95 | cd.grano | pdcd.grano | 0.75 | [ 0.15, 0.95] | 30.00 | 0.359
## T1 - ICS95 | cd.grano | picd.testa | -0.02 | [-0.69, 0.67] | 122.00 | > .999
## T1 - ICS95 | cd.grano | ph.testa | -0.63 | [-0.92, 0.08] | 196.00 | 0.738
## T1 - ICS95 | cd.grano | ph.grano | -0.50 | [-0.88, 0.27] | 180.00 | > .999
## T1 - ICS95 | cd.grano | tf | -0.70 | [-0.93, -0.04] | 204.00 | 0.537
## T1 - ICS95 | cd.grano | pi.tf | -0.40 | [-0.85, 0.38] | 168.00 | > .999
## T1 - ICS95 | pdcd.grano | picd.testa | -0.50 | [-0.88, 0.27] | 180.00 | > .999
## T1 - ICS95 | pdcd.grano | ph.testa | -0.90 | [-0.98, -0.57] | 228.00 | 0.025*
## T1 - ICS95 | pdcd.grano | ph.grano | -0.58 | [-0.90, 0.16] | 190.00 | 0.738
## T1 - ICS95 | pdcd.grano | tf | -0.90 | [-0.98, -0.57] | 228.00 | 0.025*
## T1 - ICS95 | pdcd.grano | pi.tf | -0.77 | [-0.95, -0.19] | 212.00 | 0.303
## T1 - ICS95 | picd.testa | ph.testa | 0.68 | [ 0.01, 0.93] | 38.00 | 0.552
## T1 - ICS95 | picd.testa | ph.grano | 0.62 | [-0.10, 0.91] | 46.00 | 0.738
## T1 - ICS95 | picd.testa | tf | 0.68 | [ 0.01, 0.93] | 38.00 | 0.552
## T1 - ICS95 | picd.testa | pi.tf | 0.85 | [ 0.41, 0.97] | 18.00 | 0.089
## T1 - ICS95 | ph.testa | ph.grano | 0.70 | [ 0.04, 0.93] | 36.00 | 0.537
## T1 - ICS95 | ph.testa | tf | 0.93 | [ 0.70, 0.99] | 8.00 | 0.006**
## T1 - ICS95 | ph.testa | pi.tf | 0.82 | [ 0.31, 0.96] | 22.00 | 0.159
## T1 - ICS95 | ph.grano | tf | 0.80 | [ 0.27, 0.96] | 24.00 | 0.202
## T1 - ICS95 | ph.grano | pi.tf | 0.63 | [-0.08, 0.92] | 44.00 | 0.738
## T1 - ICS95 | tf | pi.tf | 0.83 | [ 0.36, 0.97] | 20.00 | 0.121
## T2 - ICS95 | cd.testa | cd.grano | -0.63 | [-0.92, 0.08] | 196.00 | > .999
## T2 - ICS95 | cd.testa | pdcd.grano | -0.58 | [-0.90, 0.16] | 190.00 | > .999
## T2 - ICS95 | cd.testa | picd.testa | 0.80 | [ 0.27, 0.96] | 24.00 | 0.212
## T2 - ICS95 | cd.testa | ph.testa | 0.18 | [-0.56, 0.77] | 98.00 | > .999
## T2 - ICS95 | cd.testa | ph.grano | 0.08 | [-0.63, 0.72] | 110.00 | > .999
## T2 - ICS95 | cd.testa | tf | 0.92 | [ 0.63, 0.98] | 10.00 | 0.014*
## T2 - ICS95 | cd.testa | pi.tf | 0.87 | [ 0.46, 0.97] | 16.00 | 0.065
## T2 - ICS95 | cd.grano | pdcd.grano | 0.85 | [ 0.41, 0.97] | 18.00 | 0.089
## T2 - ICS95 | cd.grano | picd.testa | -0.62 | [-0.91, 0.10] | 194.00 | > .999
## T2 - ICS95 | cd.grano | ph.testa | -0.75 | [-0.95, -0.15] | 210.00 | 0.359
## T2 - ICS95 | cd.grano | ph.grano | 0.33 | [-0.44, 0.82] | 80.00 | > .999
## T2 - ICS95 | cd.grano | tf | -0.83 | [-0.97, -0.36] | 220.00 | 0.121
## T2 - ICS95 | cd.grano | pi.tf | -0.77 | [-0.95, -0.19] | 212.00 | 0.319
## T2 - ICS95 | pdcd.grano | picd.testa | -0.33 | [-0.82, 0.44] | 160.00 | > .999
## T2 - ICS95 | pdcd.grano | ph.testa | -0.43 | [-0.86, 0.35] | 172.00 | > .999
## T2 - ICS95 | pdcd.grano | ph.grano | 0.62 | [-0.10, 0.91] | 46.00 | > .999
## T2 - ICS95 | pdcd.grano | tf | -0.80 | [-0.96, -0.27] | 216.00 | 0.212
## T2 - ICS95 | pdcd.grano | pi.tf | -0.55 | [-0.89, 0.20] | 186.00 | > .999
## T2 - ICS95 | picd.testa | ph.testa | 0.48 | [-0.29, 0.87] | 62.00 | > .999
## T2 - ICS95 | picd.testa | ph.grano | 0.17 | [-0.58, 0.76] | 100.00 | > .999
## T2 - ICS95 | picd.testa | tf | 0.77 | [ 0.19, 0.95] | 28.00 | 0.319
## T2 - ICS95 | picd.testa | pi.tf | 0.92 | [ 0.63, 0.98] | 10.00 | 0.014*
## T2 - ICS95 | ph.testa | ph.grano | -0.32 | [-0.82, 0.46] | 158.00 | > .999
## T2 - ICS95 | ph.testa | tf | 0.45 | [-0.33, 0.86] | 66.00 | > .999
## T2 - ICS95 | ph.testa | pi.tf | 0.48 | [-0.29, 0.87] | 62.00 | > .999
## T2 - ICS95 | ph.grano | tf | -0.18 | [-0.77, 0.56] | 142.00 | > .999
## T2 - ICS95 | ph.grano | pi.tf | 0.03 | [-0.66, 0.69] | 116.00 | > .999
## T2 - ICS95 | tf | pi.tf | 0.87 | [ 0.46, 0.97] | 16.00 | 0.065
## T3 - ICS95 | cd.testa | cd.grano | -0.58 | [-0.90, 0.16] | 190.00 | 0.992
## T3 - ICS95 | cd.testa | pdcd.grano | -0.58 | [-0.90, 0.16] | 190.00 | 0.992
## T3 - ICS95 | cd.testa | picd.testa | 0.73 | [ 0.11, 0.94] | 32.00 | 0.368
## T3 - ICS95 | cd.testa | ph.testa | 0.80 | [ 0.27, 0.96] | 24.00 | 0.193
## T3 - ICS95 | cd.testa | ph.grano | 0.05 | [-0.65, 0.70] | 114.00 | > .999
## T3 - ICS95 | cd.testa | tf | 0.90 | [ 0.57, 0.98] | 12.00 | 0.025*
## T3 - ICS95 | cd.testa | pi.tf | 0.80 | [ 0.27, 0.96] | 24.00 | 0.193
## T3 - ICS95 | cd.grano | pdcd.grano | 0.73 | [ 0.11, 0.94] | 32.00 | 0.368
## T3 - ICS95 | cd.grano | picd.testa | -0.88 | [-0.98, -0.51] | 226.00 | 0.038*
## T3 - ICS95 | cd.grano | ph.testa | -0.73 | [-0.94, -0.11] | 208.00 | 0.368
## T3 - ICS95 | cd.grano | ph.grano | 0.50 | [-0.27, 0.88] | 60.00 | > .999
## T3 - ICS95 | cd.grano | tf | -0.77 | [-0.95, -0.19] | 212.00 | 0.271
## T3 - ICS95 | cd.grano | pi.tf | -0.90 | [-0.98, -0.57] | 228.00 | 0.025*
## T3 - ICS95 | pdcd.grano | picd.testa | -0.85 | [-0.97, -0.41] | 222.00 | 0.078
## T3 - ICS95 | pdcd.grano | ph.testa | -0.57 | [-0.90, 0.18] | 188.00 | 0.992
## T3 - ICS95 | pdcd.grano | ph.grano | 0.37 | [-0.41, 0.84] | 76.00 | > .999
## T3 - ICS95 | pdcd.grano | tf | -0.73 | [-0.94, -0.11] | 208.00 | 0.368
## T3 - ICS95 | pdcd.grano | pi.tf | -0.87 | [-0.97, -0.46] | 224.00 | 0.055
## T3 - ICS95 | picd.testa | ph.testa | 0.72 | [ 0.08, 0.94] | 34.00 | 0.368
## T3 - ICS95 | picd.testa | ph.grano | -0.42 | [-0.85, 0.36] | 170.00 | > .999
## T3 - ICS95 | picd.testa | tf | 0.88 | [ 0.51, 0.98] | 14.00 | 0.038*
## T3 - ICS95 | picd.testa | pi.tf | 0.98 | [ 0.92, 1.00] | 2.00 | < .001***
## T3 - ICS95 | ph.testa | ph.grano | -0.22 | [-0.78, 0.54] | 146.00 | > .999
## T3 - ICS95 | ph.testa | tf | 0.80 | [ 0.27, 0.96] | 24.00 | 0.193
## T3 - ICS95 | ph.testa | pi.tf | 0.77 | [ 0.19, 0.95] | 28.00 | 0.271
## T3 - ICS95 | ph.grano | tf | -0.18 | [-0.77, 0.56] | 142.00 | > .999
## T3 - ICS95 | ph.grano | pi.tf | -0.37 | [-0.84, 0.41] | 164.00 | > .999
## T3 - ICS95 | tf | pi.tf | 0.93 | [ 0.70, 0.99] | 8.00 | 0.006**
## T1 - TCS01 | cd.testa | cd.grano | -0.32 | [-0.82, 0.46] | 158.00 | > .999
## T1 - TCS01 | cd.testa | pdcd.grano | -0.47 | [-0.87, 0.31] | 176.00 | > .999
## T1 - TCS01 | cd.testa | picd.testa | 0.95 | [ 0.76, 0.99] | 6.00 | 0.002**
## T1 - TCS01 | cd.testa | ph.testa | 0.60 | [-0.13, 0.91] | 48.00 | > .999
## T1 - TCS01 | cd.testa | ph.grano | 0.38 | [-0.40, 0.84] | 74.00 | > .999
## T1 - TCS01 | cd.testa | tf | 0.98 | [ 0.92, 1.00] | 2.00 | < .001***
## T1 - TCS01 | cd.testa | pi.tf | 0.78 | [ 0.23, 0.95] | 26.00 | 0.288
## T1 - TCS01 | cd.grano | pdcd.grano | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T1 - TCS01 | cd.grano | picd.testa | -0.43 | [-0.86, 0.35] | 172.00 | > .999
## T1 - TCS01 | cd.grano | ph.testa | -0.63 | [-0.92, 0.08] | 196.00 | > .999
## T1 - TCS01 | cd.grano | ph.grano | 0.00 | [-0.68, 0.68] | 120.00 | > .999
## T1 - TCS01 | cd.grano | tf | -0.38 | [-0.84, 0.40] | 166.00 | > .999
## T1 - TCS01 | cd.grano | pi.tf | -0.38 | [-0.84, 0.40] | 166.00 | > .999
## T1 - TCS01 | pdcd.grano | picd.testa | -0.55 | [-0.89, 0.20] | 186.00 | > .999
## T1 - TCS01 | pdcd.grano | ph.testa | -0.22 | [-0.78, 0.54] | 146.00 | > .999
## T1 - TCS01 | pdcd.grano | ph.grano | 0.13 | [-0.60, 0.74] | 104.00 | > .999
## T1 - TCS01 | pdcd.grano | tf | -0.43 | [-0.86, 0.35] | 172.00 | > .999
## T1 - TCS01 | pdcd.grano | pi.tf | -0.83 | [-0.97, -0.36] | 220.00 | 0.132
## T1 - TCS01 | picd.testa | ph.testa | 0.60 | [-0.13, 0.91] | 48.00 | > .999
## T1 - TCS01 | picd.testa | ph.grano | 0.25 | [-0.51, 0.79] | 90.00 | > .999
## T1 - TCS01 | picd.testa | tf | 0.97 | [ 0.84, 0.99] | 4.00 | < .001***
## T1 - TCS01 | picd.testa | pi.tf | 0.83 | [ 0.36, 0.97] | 20.00 | 0.132
## T1 - TCS01 | ph.testa | ph.grano | 0.52 | [-0.25, 0.88] | 58.00 | > .999
## T1 - TCS01 | ph.testa | tf | 0.68 | [ 0.01, 0.93] | 38.00 | 0.891
## T1 - TCS01 | ph.testa | pi.tf | 0.47 | [-0.31, 0.87] | 64.00 | > .999
## T1 - TCS01 | ph.grano | tf | 0.45 | [-0.33, 0.86] | 66.00 | > .999
## T1 - TCS01 | ph.grano | pi.tf | -0.03 | [-0.69, 0.66] | 124.00 | > .999
## T1 - TCS01 | tf | pi.tf | 0.75 | [ 0.15, 0.95] | 30.00 | 0.439
## T2 - TCS01 | cd.testa | cd.grano | -0.66 | [-0.92, 0.03] | 199.33 | 0.420
## T2 - TCS01 | cd.testa | pdcd.grano | -0.79 | [-0.96, -0.26] | 215.40 | 0.136
## T2 - TCS01 | cd.testa | picd.testa | 0.97 | [ 0.86, 0.99] | 3.51 | < .001***
## T2 - TCS01 | cd.testa | ph.testa | 0.93 | [ 0.68, 0.99] | 8.53 | 0.007**
## T2 - TCS01 | cd.testa | ph.grano | 0.29 | [-0.48, 0.81] | 84.85 | > .999
## T2 - TCS01 | cd.testa | tf | 0.92 | [ 0.65, 0.98] | 9.54 | 0.010**
## T2 - TCS01 | cd.testa | pi.tf | 0.90 | [ 0.58, 0.98] | 11.55 | 0.017*
## T2 - TCS01 | cd.grano | pdcd.grano | 0.78 | [ 0.23, 0.95] | 26.00 | 0.150
## T2 - TCS01 | cd.grano | picd.testa | -0.73 | [-0.94, -0.11] | 208.00 | 0.246
## T2 - TCS01 | cd.grano | ph.testa | -0.75 | [-0.95, -0.15] | 210.00 | 0.219
## T2 - TCS01 | cd.grano | ph.grano | -0.22 | [-0.78, 0.54] | 146.00 | > .999
## T2 - TCS01 | cd.grano | tf | -0.82 | [-0.96, -0.31] | 218.00 | 0.116
## T2 - TCS01 | cd.grano | pi.tf | -0.72 | [-0.94, -0.08] | 206.00 | 0.268
## T2 - TCS01 | pdcd.grano | picd.testa | -0.80 | [-0.96, -0.27] | 216.00 | 0.135
## T2 - TCS01 | pdcd.grano | ph.testa | -0.82 | [-0.96, -0.31] | 218.00 | 0.116
## T2 - TCS01 | pdcd.grano | ph.grano | -0.05 | [-0.70, 0.65] | 126.00 | > .999
## T2 - TCS01 | pdcd.grano | tf | -0.88 | [-0.98, -0.51] | 226.00 | 0.032*
## T2 - TCS01 | pdcd.grano | pi.tf | -0.93 | [-0.99, -0.70] | 232.00 | 0.006**
## T2 - TCS01 | picd.testa | ph.testa | 0.87 | [ 0.46, 0.97] | 16.00 | 0.042*
## T2 - TCS01 | picd.testa | ph.grano | 0.23 | [-0.53, 0.79] | 92.00 | > .999
## T2 - TCS01 | picd.testa | tf | 0.92 | [ 0.63, 0.98] | 10.00 | 0.011*
## T2 - TCS01 | picd.testa | pi.tf | 0.88 | [ 0.51, 0.98] | 14.00 | 0.032*
## T2 - TCS01 | ph.testa | ph.grano | 0.40 | [-0.38, 0.85] | 72.00 | > .999
## T2 - TCS01 | ph.testa | tf | 0.93 | [ 0.70, 0.99] | 8.00 | 0.006**
## T2 - TCS01 | ph.testa | pi.tf | 0.88 | [ 0.51, 0.98] | 14.00 | 0.032*
## T2 - TCS01 | ph.grano | tf | 0.37 | [-0.41, 0.84] | 76.00 | > .999
## T2 - TCS01 | ph.grano | pi.tf | 0.25 | [-0.51, 0.79] | 90.00 | > .999
## T2 - TCS01 | tf | pi.tf | 0.97 | [ 0.84, 0.99] | 4.00 | < .001***
## T3 - TCS01 | cd.testa | cd.grano | -0.73 | [-0.94, -0.11] | 208.00 | 0.491
## T3 - TCS01 | cd.testa | pdcd.grano | -0.25 | [-0.79, 0.51] | 150.00 | > .999
## T3 - TCS01 | cd.testa | picd.testa | 1.00 | [ 1.00, 1.00] | 0.00 | < .001***
## T3 - TCS01 | cd.testa | ph.testa | 0.38 | [-0.40, 0.84] | 74.00 | > .999
## T3 - TCS01 | cd.testa | ph.grano | -0.47 | [-0.87, 0.31] | 176.00 | > .999
## T3 - TCS01 | cd.testa | tf | 0.97 | [ 0.84, 0.99] | 4.00 | < .001***
## T3 - TCS01 | cd.testa | pi.tf | 0.92 | [ 0.63, 0.98] | 10.00 | 0.012*
## T3 - TCS01 | cd.grano | pdcd.grano | 0.08 | [-0.63, 0.72] | 110.00 | > .999
## T3 - TCS01 | cd.grano | picd.testa | -0.73 | [-0.94, -0.11] | 208.00 | 0.491
## T3 - TCS01 | cd.grano | ph.testa | -0.48 | [-0.87, 0.29] | 178.00 | > .999
## T3 - TCS01 | cd.grano | ph.grano | 0.18 | [-0.56, 0.77] | 98.00 | > .999
## T3 - TCS01 | cd.grano | tf | -0.82 | [-0.96, -0.31] | 218.00 | 0.159
## T3 - TCS01 | cd.grano | pi.tf | -0.82 | [-0.96, -0.31] | 218.00 | 0.159
## T3 - TCS01 | pdcd.grano | picd.testa | -0.25 | [-0.79, 0.51] | 150.00 | > .999
## T3 - TCS01 | pdcd.grano | ph.testa | -0.25 | [-0.79, 0.51] | 150.00 | > .999
## T3 - TCS01 | pdcd.grano | ph.grano | 0.27 | [-0.50, 0.80] | 88.00 | > .999
## T3 - TCS01 | pdcd.grano | tf | -0.28 | [-0.81, 0.49] | 154.00 | > .999
## T3 - TCS01 | pdcd.grano | pi.tf | -0.47 | [-0.87, 0.31] | 176.00 | > .999
## T3 - TCS01 | picd.testa | ph.testa | 0.38 | [-0.40, 0.84] | 74.00 | > .999
## T3 - TCS01 | picd.testa | ph.grano | -0.47 | [-0.87, 0.31] | 176.00 | > .999
## T3 - TCS01 | picd.testa | tf | 0.97 | [ 0.84, 0.99] | 4.00 | < .001***
## T3 - TCS01 | picd.testa | pi.tf | 0.92 | [ 0.63, 0.98] | 10.00 | 0.012*
## T3 - TCS01 | ph.testa | ph.grano | 0.52 | [-0.25, 0.88] | 58.00 | > .999
## T3 - TCS01 | ph.testa | tf | 0.32 | [-0.46, 0.82] | 82.00 | > .999
## T3 - TCS01 | ph.testa | pi.tf | 0.50 | [-0.27, 0.88] | 60.00 | > .999
## T3 - TCS01 | ph.grano | tf | -0.53 | [-0.89, 0.23] | 184.00 | > .999
## T3 - TCS01 | ph.grano | pi.tf | -0.43 | [-0.86, 0.35] | 172.00 | > .999
## T3 - TCS01 | tf | pi.tf | 0.95 | [ 0.76, 0.99] | 6.00 | 0.002**
##
## p-value adjustment method: Holm (1979)
## Observations: 9
#########
#Básicas
ggscatter(datos, x = "ph.grano", y = "cd.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "Nib Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.grano", y = "cd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "Testa Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.grano", y = "tf", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "ITF")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "tf", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "ITF")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "cd.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Nib Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "cd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Testa Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "cd.grano", y = "cd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib Cd", ylab = "Testa Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "ph.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Nib pH")
## `geom_smooth()` using formula = 'y ~ x'
### Porcentajes
ggscatter(datos, x = "ph.grano", y = "pdcd.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "Nib PD-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.grano", y = "picd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "Testa PI-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.grano", y = "pi.tf", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "PI-ITF")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "pi.tf", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "PI-ITF")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "pdcd.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Nib PD-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "ph.testa", y = "picd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Testa PI-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos, x = "pdcd.grano", y = "picd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib PD-Cd", ylab = "Testa PI-Cd")
## `geom_smooth()` using formula = 'y ~ x'
### Porcentajes 2, 5 y 6
ggscatter(datos2.fin, x = "ph.grano", y = "pdcd.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "Nib PD-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos2.fin, x = "ph.grano", y = "picd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "Testa PI-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos2.fin, x = "ph.grano", y = "pi.tf", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib pH", ylab = "PI-ITF")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos2.fin, x = "ph.testa", y = "pi.tf", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "PI-ITF")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos2.fin, x = "ph.testa", y = "pdcd.grano", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Nib PD-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos2.fin, x = "ph.testa", y = "picd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Testa pH", ylab = "Testa PI-Cd")
## `geom_smooth()` using formula = 'y ~ x'
ggscatter(datos2.fin, x = "pdcd.grano", y = "picd.testa", color = "trat", shape = "dia",
add = "reg.line", conf.int = F,
cor.coef = TRUE, cor.method = "pearson",
xlab = "Nib PD-Cd", ylab = "Testa PI-Cd")
## `geom_smooth()` using formula = 'y ~ x'
