This document shows the proportional matrix. For all 57 amino acids and secondary structures combinations, we further analysis the overlaping of each combination against the rest of 56, and we structured a \(57\times57\) matrix to representation the proportion.

Raw matrix

Normalize by row then by column

Verify results

verify Results

Final matrix Bill

Save the proportional matrix

Moseley Matrix

Final matrix Moseley

Save the proportional matrix

Results

Normalize row and column:

Normalize only the column

April 24

Using the raw matrix, which was calculated use all the chemical shifts from the RefDB.

Using the chemical shifts from the , which was calculated use all the chemical shifts from the RefDB.

Results using the proprotional matrix with rmsd

Using the good data from rmsd

 [1] -0.16326530612244894 -0.36734693877550995 -0.36734693877550995 -0.20408163265306101  0.08163265306122436 -0.24489795918367330
 [7]  0.08163265306122436  0.04081632653061207 -0.32653061224489766 -0.20408163265306123 -0.12244897959183665 -0.08163265306122436
[13]  0.08163265306122436  0.53061224489795955  0.00000000000000000  0.44897959183673497  0.32653061224489766  0.77551020408163263
[19]  0.57142857142857162  0.24489795918367308 -0.12244897959183665  0.24489795918367308  0.24489795918367308  0.16326530612244872
[25] -0.04081632653061229  0.32653061224489766  0.61224489795918391  0.12244897959183665  0.28571428571428537 -0.12244897959183665
[31]  0.12244897959183665 -0.12244897959183665  0.20408163265306078  0.04081632653061207  0.12244897959183665 -0.04081632653061229
[37]  0.04081632653061207  0.08163265306122436  0.08163265306122436  0.24489795918367308  0.16326530612244872  0.12244897959183665
[43] -0.04081632653061229  0.08163265306122436 -0.16326530612244894 -0.16326530612244894  0.12244897959183665  0.00000000000000000
[49] -0.20408163265306101  0.36734693877550972 -0.08163265306122436  0.08163265306122436  0.08163265306122436  0.12244897959183665
[55]  0.28571428571428537  0.16326530612244872  0.28571428571428537  0.08163265306122436  0.16326530612244872  0.28571428571428537
[61]  0.00000000000000000

What matrix combine or seperate

May 3-5

Normalized by column and find weights

 [1] 0.51214148347058230 0.03176934092584900 0.15415605147800565 0.07828351612353736 0.11524902277696929 0.07252957977472466 0.15521635884857016
 [8] 0.13661039250366827 0.21635717234681523 0.10998630153858069 0.17602988827691465 0.30543489130117951 0.09843704243437859 0.08784392182500152
[15] 0.49425942877749285 0.46858851573989546 0.22641114619534528 0.07246193731983087 0.10395384099537326 0.48159345332431625 0.02461644448496505
[22] 0.17567055042496313 0.08206947517008081 0.09661492950631106 0.06776373687033983 0.15858295870400452 0.09136767611965134 0.14354716699054532
[29] 0.08426721053537944 0.24650156267135717 0.28949214991990524 0.09717760023850724 0.07438239744768939 0.45563239698936858 0.43560024774424849
[36] 0.15682530514873516 0.06625378136668220 0.10273746737510903 0.71702411436938929 0.05042691287631578 0.16189321429077033 0.18433686569726418
[43] 0.19138298083102914 0.08851487851448107 0.56858036786961796 0.24680957471283466 0.23917459058982127 0.09761311807111921 0.22039461616176848
[50] 0.39807394624098852 0.20836648312608869 0.13470368544261424 0.61044174942489549 0.61280144689448190 0.38079292947325127 0.09870388943545076
[57] 0.23583189705205529

[1] 0.8163265

May 6th Results

Without Prior

  • 90% Confident Range
[1] 0.7346939

With Prior

  • 90% Confident Range
[1] 0.8571429

May 9th Results

Without Prior

  • 90% Confident Range
[1] 0.7346939

With Prior

  • 90% Confident Range
[1] 0.9387755
---
title: "Proportional matrix"
output: html_notebook
---

This document shows the proportional matrix. For all 57 amino acids and secondary structures combinations, we further analysis the overlaping of each combination against the rest of 56, and we structured a $57\times57$ matrix to representation the proportion. 

```{r RefDG_dist, cache=TRUE, echo=FALSE, message=FALSE, warning=FALSE}
dir <- "../data/Generated-NA/"
# files <- list.files(dir)
# # print(files)
# # files <- files[-grep("CO", files)]
# files <- files[-grep("-U-", files)]

#getwd()

aa = c(       "A",   "R",   "N",   "D",   "C",   "Q",   "E",   "H",   "I",   "L",   "K",   "M",   "F",   "P",   "S",   "T",   "Y",  "W", "V")
ss = c("B", "C", "H")

pop.table <- data.frame()
for(a in aa){
        HCA <- read.table(paste0(dir, a, "-H-CA.txt"))
        HCB <- read.table(paste0(dir, a, "-H-CB.txt"))
        BCA <- read.table(paste0(dir, a, "-B-CA.txt"))
        BCB <- read.table(paste0(dir, a, "-B-CB.txt"))
        CCA <- read.table(paste0(dir, a, "-C-CA.txt"))
        CCB <- read.table(paste0(dir, a, "-C-CB.txt"))
        
        HCA <- cbind(a, "H", "CA", HCA)
        colnames(HCA) <- c("Residue", "SS", "Carbon", "Value")
        HCB <- cbind(a, "H", "CB", HCB)
        colnames(HCB) <- c("Residue", "SS", "Carbon", "Value")
        BCA <- cbind(a, "B", "CA", BCA)
        colnames(BCA) <- c("Residue", "SS", "Carbon", "Value")
        BCB <- cbind(a, "B", "CB", BCB)
        colnames(BCB) <- c("Residue", "SS", "Carbon", "Value")
        CCA <- cbind(a, "C", "CA", CCA)
        colnames(CCA) <- c("Residue", "SS", "Carbon", "Value")
        CCB <- cbind(a, "C", "CB", CCB)
        colnames(CCB) <- c("Residue", "SS", "Carbon", "Value")
        
        t <- rbind.data.frame(HCA, HCB, BCA, BCB, CCA, CCB, stringsAsFactors = F)
        pop.table <- rbind.data.frame(pop.table, t)
}
```



```{r, echo=FALSE, message=FALSE, warning=FALSE}
requiredPackages = c("data.table", "seqinr", "plyr", "dplyr")
for(p in requiredPackages){
        if(!require(p,character.only = TRUE)) install.packages(p)
        library(p,character.only = TRUE)
}
options(digits=16)


dir <- "../data/"

AaCodesSingle.v = c("A", "B", "C", "D", "E", "F", "H", "I", "K", "L", "M", "N", "P", "Q", "R", "S", "T", "V", "W", "Y")
AaCodesSingle19.v = c("A", "C", "D", "E", "F", "H", "I", "K", "L", "M", "N", "P", "Q", "R", "S", "T", "V", "W", "Y")
AaCodes3LetterAllCap.v = c("ALA", "CYS", "ASP", "GLU", "PHE", "HIS", "ILE", "LYS", "LEU", "MET", "ASN", "PRO", "GLN", "ARG", "SER", "THR", "VAL", "TRP","TYR")
AaCodes3Letter1stCap.v = c("Ala", "Cys", "Asp", "Glu", "Phe", "His", "Ile", "Lys", "Leu", "Met", "Asn", "Pro", "Gln", "Arg", "Ser", "Thr", "Val", "Trp","Tyr")
# Reading in all the statisitcs
RefDB.StatCA <- read.csv(paste(dir, "RefDB.caStat.csv", sep=""))



# Find all the mean and sd:
# Reading in all the statisitcs
RefDB.StatCA <- read.csv(paste(dir, "RefDB.caStat.csv", sep=""))
RefDB.StatCB <- read.csv(paste(dir, "RefDB.cbStat.csv", sep=""))
RefDB.StatCB <- RefDB.StatCB[which(RefDB.StatCB$Residue!="Gly"),] # Remove the glycine
CarbonCov.t <- read.csv(paste(dir, "CarbonCovTable_BC.csv", sep=""))


# Reading in the population statistics
PopStats <- read.table(paste(dir, "aaPopStat.csv", sep=""))

# Generate average covariance
AvgCov.t <- read.csv(paste(dir, "avgCov_BC.csv", sep="")) # rowName is from the AaCodesSingle.v
# Generate covariance based on secondary structure
CarbonCov.t <- CarbonCov.t[-grep("-A", CarbonCov.t$"AA.SS"),]

# Find all the mean and sd:
CASdTable = data.frame(RefDB.StatCA$Residue, RefDB.StatCA$Coil.sd, RefDB.StatCA$Helix.sd, RefDB.StatCA$Beta.sd, RefDB.StatCA$Avg.sd)
colnames(CASdTable) = c("Residue", "C", "H", "B", "A")

CBSdTable = data.frame(RefDB.StatCB$Residue, RefDB.StatCB$Coil.sd, RefDB.StatCB$Helix.sd, RefDB.StatCB$Beta.sd, RefDB.StatCB$Avg.sd)
colnames(CBSdTable) = c("Residue", "C", "H", "B", "A")

CAMuTable = data.frame(RefDB.StatCA$Residue, RefDB.StatCA$Coil.mu, RefDB.StatCA$Helix.mu, RefDB.StatCA$Beta.mu, RefDB.StatCA$Avg.mu)
colnames(CAMuTable) = c("Residue", "C", "H", "B", "A")

CBMuTable = data.frame(RefDB.StatCB$Residue, RefDB.StatCB$Coil.mu, RefDB.StatCB$Helix.mu, RefDB.StatCB$Beta.mu, RefDB.StatCB$Avg.mu)
colnames(CBMuTable) = c("Residue", "C", "H", "B", "A")

covMatrix.D.f <- function( name ){
        
        AA.name <- unlist(strsplit(name, "-"))[1]
        SS.name <- unlist(strsplit(name, "-"))[2]
        
        sd.ca <- CASdTable[CASdTable$Residue==AA.name,][SS.name]
        sd.cb <- CBSdTable[CBSdTable$Residue==AA.name,][SS.name]
        sd.ca.double <- as.double(sd.ca)
        sd.cb.double <- as.double(sd.cb)
        
        v <- CarbonCov.t[CarbonCov.t[,1]==name,][,2]
        covMatrix <- matrix(c(sd.ca.double^2, v, v, sd.cb.double^2), 2 , 2, byrow = T)
        return(covMatrix)
}

#test.cov.B <- covMatrix.B.f(name = "B-C")
#test.cov.B

invCovMatList.l.D = list()
for(aass in CarbonCov.t$AA.SS ){
        CovMatrix = covMatrix.D.f(aass)
        invCovMatrix = solve(CovMatrix)
        invCovMatList.l.D[[aass]] = invCovMatrix
}
# Glycine Probability #######################################################################################
glyProb.f = function(para){
        prob = 2*pnorm(-abs(para))
        return(prob)
}

caBMu <- CAMuTable[CAMuTable$Residue=="G", "B"]
caCMu <- CAMuTable[CAMuTable$Residue=="G", "C"]
caHMu <- CAMuTable[CAMuTable$Residue=="G", "H"]

caBSd <- CASdTable[CASdTable$Residue=="G", "B"]
caCSd <- CASdTable[CASdTable$Residue=="G", "C"]
caHSd <- CASdTable[CASdTable$Residue=="G", "H"]

# All the rest 19 AAs #######################################################################################
ChiStr.f <- function(dataCaCb.v, secondaryStructure, invCovMatList) {
        names <- c()
        chiStr.v <- c()
        ss <- secondaryStructure
        dataCaCb.m <- as.matrix(dataCaCb.v)
        
        for (aa in AaCodesSingle.v) {
                name <- paste(aa, secondaryStructure, sep = "-")
                names <- c(names, name)
                caMu <- CAMuTable[CAMuTable$Residue==aa, ss]
                cbMu <- CBMuTable[CBMuTable$Residue==aa, ss]
                mean.m <- as.matrix(c(caMu, cbMu))
                invCov <- invCovMatList[[name]]
                
                dataCaCb.m <- as.matrix(dataCaCb.v)
                chiStr <- t(dataCaCb.m - mean.m) %*% invCov %*% (dataCaCb.m - mean.m)
                chiStr.v <- c(chiStr.v, chiStr)
        }
        
        names(chiStr.v) <- names
        return(chiStr.v)
}

AaProb.f = function(chiStr){
        prob = 1-pchisq(chiStr, df=2)
        return(prob)
}


```



```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("../data/RefDB_prior.RData")
AA_SS_label <- prior[[987]][,1:2]
AA_SS_label
```

## Raw matrix
```{r, echo=FALSE, message=FALSE, warning=FALSE}

ProportionalMatrix <- data.frame()

for (i in 1:57) {
        aa = AA_SS_label[i,1]
        ss = AA_SS_label[i,2]

        cs <- pop.table %>% filter(Residue==aa & SS == ss)
        cacb <- data.frame(CA = subset(cs, Carbon == "CA")["Value"], 
                           CB = subset(cs, Carbon == "CB")["Value"])
        colnames(cacb) <- c("CA", "CB")
        cacb = na.omit(cacb)
        rowProbs = c()
        for (s in c("B", "C", "H")) {
                probilities <- apply(sample500, 1, function(CaCbCS.v){AaProb.f(ChiStr.f(CaCbCS.v, secondaryStructure = s, invCovMatList.l.D))} )
                rowProbs_ss <- apply(probilities, 1, mean)
                rowProbs_ss[3] <- rowProbs_ss[2]+rowProbs_ss[3]
                rowProbs_ss <- rowProbs_ss[-2]
                rowProbs = c(rowProbs, rowProbs_ss)
        }
                
        ProportionalMatrix <- rbind(ProportionalMatrix, rowProbs)
}

colnames(ProportionalMatrix) <- paste0(AA_SS_label$AA, AA_SS_label$SS)
rownames(ProportionalMatrix) <- paste0(AA_SS_label$AA, AA_SS_label$SS)

write.csv(x=ProportionalMatrix, file = "ProportionalMatrix.csv")

colnames(ProportionalMatrix_bill) <- paste0(AA_SS_label$AA, AA_SS_label$SS)
rownames(ProportionalMatrix_bill) <- paste0(AA_SS_label$AA, AA_SS_label$SS)

write.csv(x=ProportionalMatrix_bill, file = "ProportionalMatrix_bill.csv")

colnames(ProportionalMatrix_Moseley) <- paste0(AA_SS_label$AA, AA_SS_label$SS)
rownames(ProportionalMatrix_Moseley) <- paste0(AA_SS_label$AA, AA_SS_label$SS)

write.csv(x=ProportionalMatrix_Moseley, file = "ProportionalMatrix_Moseley.csv")

save(ProportionalMatrix, file = "raw_matrix_4_21")

```

## Normalize by row then by column

 * Normalyze by row
```{r, echo=FALSE, message=FALSE, warning=FALSE}
ProportionalMatrix_bill <- ProportionalMatrix
ProportionalMatrix_bill <- sweep(ProportionalMatrix_bill, 1, rowSums(ProportionalMatrix_bill), FUN = "/")
```
   Verify results
```{r, echo=FALSE, message=FALSE, warning=FALSE}
print(ProportionalMatrix_bill[1,1])
print(ProportionalMatrix[1,1]/sum(ProportionalMatrix[1,]))
```

* Normalize by column

   verify Results
```{r, echo=FALSE, message=FALSE, warning=FALSE}
print(ProportionalMatrix_bill[1,1]/sum(ProportionalMatrix_bill[,1]))
print(scale(ProportionalMatrix_bill, center=FALSE, scale=colSums(ProportionalMatrix_bill))[1,1])

ProportionalMatrix_bill <- scale(ProportionalMatrix_bill, center=FALSE, scale=colSums(ProportionalMatrix_bill))
```

## Final matrix Bill
```{r, echo=FALSE, message=FALSE, warning=FALSE}
colnames(ProportionalMatrix_bill) <- NULL
ProportionalMatrix_bill <- as.matrix(ProportionalMatrix_bill)
data.frame(ProportionalMatrix_bill)
```

## Save the proportional matrix
```{r, echo=FALSE, message=FALSE, warning=FALSE}
save(ProportionalMatrix_bill, file = "p57matrix_bill.RData")
```

## Moseley Matrix
```{r, echo=FALSE, message=FALSE, warning=FALSE}
ProportionalMatrix_Moseley <- ProportionalMatrix
ProportionalMatrix_Moseley <- scale(ProportionalMatrix_Moseley, center=FALSE, scale=colSums(ProportionalMatrix_Moseley))

print(ProportionalMatrix[1,1]/sum(ProportionalMatrix[,1]))
print(ProportionalMatrix_Moseley[1,1])
```


## Final matrix Moseley
```{r, echo=FALSE, message=FALSE, warning=FALSE}
data.frame(ProportionalMatrix_Moseley)
```

## Save the proportional matrix
```{r, echo=FALSE, message=FALSE, warning=FALSE}
save(ProportionalMatrix_Moseley, file = "p57matrix_Moseley.RData")
```

# Results

## Normalize row and column:
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("April_14_pMatrix_glyComb_noPrior_Bill.RData")
glyCombNoPriorProMatrixBill <- results1
load("April_14_pMatrix_glyComb_withPrior_Bill.RData")
glyCombWithPriorProMatrixBill <- results1
load("April_14_pMatrix_glyRM_noPrior_Bill.RData")
glyRmNoPriorProMatrixBill <- results1
load("April_14_pMatrix_glyRM_withPrior_Bill.RData")
glyRmWithPriorProMatrixBill <- results1

var.names <- c("glyCombNoPriorProMatrixBill", "glyCombWithPriorProMatrixBill", "glyRmNoPriorProMatrixBill", "glyRmWithPriorProMatrixBill")
#load("~/Documents/GitHub/M/index90.RData")
vrange <- c()
for(i in var.names){
       r <- eval(parse(text = i))
       vals <- unlist(lapply(r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
       }))
       vals <- na.omit(vals)
       vals <- sort(vals)
       vmin <- vals[34]
       vmax <- vals[672-34]
       vrange <- c(vrange,(abs(vmax)+abs(vmin)))
       plot(vals, pch = 20)
       abline(h=0.3, col="purple")
       abline(h=-0.3, col="purple")
       abline(h=0, col="red")
       
}
val <- cbind(var.names, vrange)
print(val)
```

## Normalize only the column
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("April_14_pMatrix_glyComb_noPrior_Moseley.RData")
glyCombNoPriorProMatrixMoseley <- results1
load("April_14_pMatrix_glyComb_withPrior_Moseley.RData")
glyCombWithPriorProMatrixMoseley <- results1
load("April_14_pMatrix_glyRM_noPrior_Moseley.RData")
glyRmNoPriorProMatrixMoseley <- results1
load("April_14_pMatrix_glyRM_withPrior_Moseley.RData")
glyRmWithPriorProMatrixMoseley <- results1

var.names <- c("glyCombNoPriorProMatrixMoseley", "glyCombWithPriorProMatrixMoseley", "glyRmNoPriorProMatrixMoseley", "glyRmWithPriorProMatrixMoseley")
#load("~/Documents/GitHub/M/index90.RData")
vrange <- c()
for(i in var.names){
       r <- eval(parse(text = i))
       vals <- unlist(lapply(r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
       }))
       vals <- na.omit(vals)
       vals <- sort(vals)
       vmin <- vals[34]
       vmax <- vals[672-34]
       vrange <- c(vrange,(abs(vmax)+abs(vmin)))
       plot(vals, pch = 20)
       abline(h=0.3, col="purple")
       abline(h=-0.3, col="purple")
       abline(h=0, col="red")
       
}
val <- cbind(var.names, vrange)
print(val)
```


# April 24

## Using the raw matrix, which was calculated use all the chemical shifts from the RefDB.

```{r, echo=FALSE, message=FALSE, warning=FALSE}
ProportionalMatrix <- read.csv("./ProportionalMatrix.csv")
PropotionalMatrix_normalized  <- ProportionalMatrix[,-1]
colMax <- unlist(apply(ProportionalMatrix[,-1], 2, max))
PropotionalMatrix_normalized <- scale(PropotionalMatrix_normalized, center=FALSE, scale=colMax)
save(PropotionalMatrix_normalized, file = "./ProportionalMatrix.max.RData")
```

## Using the chemical shifts from the , which was calculated use all the chemical shifts from the RefDB.

```{r, echo=FALSE, message=FALSE, warning=FALSE}
# Import data from the raw.RData which is gennerated from the RefDB.carbon txt file, so no need to read every refDB files.
requiredPackages = c("data.table", "seqinr", "plyr")
for(p in requiredPackages){
        if(!require(p,character.only = TRUE)) install.packages(p)
        library(p,character.only = TRUE)
}

load("../data/raw.RData")
length(dat)
load("../data/index.RMSD.good.RData")
length(index.RMSD.good)

dat.rmsd <- dat[index.RMSD.good]
cs.dat <- do.call(rbind, dat.rmsd)

cs.df <- data.frame(AA = cs.dat[,2], SS=cs.dat[,3], CA=as.numeric(cs.dat[,4]), CB=as.numeric(cs.dat[,5]), stringsAsFactors = F)

ProportionalMatrix_rmsd <- data.frame()

len <- c()
for (i in 1:57) {
        aa = AA_SS_label[i,1]
        ss = AA_SS_label[i,2]

        cs <- cs.df %>% filter(AA==aa & SS == ss)
        len <- c(len, nrow(cs))
        cacb <- data.frame(CA=cs$CA, CB=cs$CB)
        colnames(cacb) <- c("CA", "CB")
        cacb = na.omit(cacb)
        rowProbs = c()
        for (s in c("B", "C", "H")) {
                probilities <- apply(cacb, 1, function(CaCbCS.v){AaProb.f(ChiStr.f(CaCbCS.v, secondaryStructure = s, invCovMatList.l.D))} )
                rowProbs_ss <- apply(probilities, 1, mean)
                rowProbs_ss[3] <- rowProbs_ss[2]+rowProbs_ss[3]
                rowProbs_ss <- rowProbs_ss[-2]
                rowProbs = c(rowProbs, rowProbs_ss)
        }
                
        ProportionalMatrix_rmsd <- rbind(ProportionalMatrix_rmsd, rowProbs)
}
save(ProportionalMatrix_rmsd, file = "ProportionalMatrix_rmsd.RData")
PropotionalMatrix_normalized  <- ProportionalMatrix_rmsd
colMax <- unlist(apply(ProportionalMatrix_rmsd, 2, max))
PropotionalMatrix_normalized <- scale(PropotionalMatrix_normalized, center=FALSE, scale=colMax)
save(PropotionalMatrix_normalized, file = "./ProportionalMatrix.max.rmsd.RData")
```

## Results using the proprotional matrix with rmsd
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("~/Documents/GitHub/M/4_23_pMatrix_RMSD.RData")
rmsd.result <- results1
refCor.vals <- unlist(lapply(rmsd.result, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))
plot(refCor.vals)
```

## Using the good data from rmsd
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("~/Documents/GitHub/M/4_23_pMatrix_RMSD.RData")
rmsd.results <- results1
refCor.vals.rmsd <- unlist(lapply(rmsd.result, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))
```

# What matrix combine or seperate
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("./ProportionalMatrix.max.rmsd.RData")
load("./ProportionalMatrix_rmsd.RData")
raw.matrix <- as.matrix(ProportionalMatrix_rmsd)
colnames(raw.matrix) <- NULL
max.matrix <- PropotionalMatrix_normalized
colnames(max.matrix) <- NULL

v <- t(as.matrix(rep(1, 57)))
v <- rep(1, 57)
result.v <- round(v%*%raw.matrix, digits = 2)
result.v <- round(t(v)%*%max.matrix, digits = 2)
labels<- paste0(AA_SS_label$AA, AA_SS_label$SS)
colnames(result.v) <- labels
write_csv(data.frame(result.v), path = "./mutiplyNormMatrix.csv")
write_csv(data.frame(result.v), path = "./mutiplyRawMatrix.csv")
```

```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("~/Documents/GitHub/M/4_23_pMatrix_RMSD_matrixMutip_allData.RData")
rmsd.results <- results1
refCor.vals.rmsd <- unlist(lapply(rmsd.results, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))
plot(sort(refCor.vals.rmsd))
```


# May 3-5
##  Normalized by column and find weights
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("./ProportionalMatrix_rmsd.RData")
pMatrixColNorm <- scale(ProportionalMatrix_rmsd, center=FALSE, scale=colSums(ProportionalMatrix_rmsd))
overLappingW <- diag(pMatrixColNorm)

save(file = "OverlappingNormByCol_weights.RData", pMatrixColNorm, overLappingW)
load("OverlappingNormByCol_weights.RData")
```

```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("~/Documents/GitHub/M/propotionalMatrix/5_3/5_3_pM_normByCol_Weight_RMSD_90_noPrior_.RData")
noPrior.r <- results1
load("~/Documents/GitHub/M/propotionalMatrix/5_3/5_3_pM_normByCol_Weight_RMSD_90_withPrior_.RData")
withPrior.r <- results1


noPrior.v <- unlist(lapply(noPrior.r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))

plot(sort(noPrior.v))
abline(h=0)
```

```{r, echo=FALSE, message=FALSE, warning=FALSE}
withPrior.v <- unlist(lapply(withPrior.r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))

withPriorSorted.v = sort(withPrior.v)
plot(withPriorSorted.v)
abline(h=0)
abline(v=c(30,425))
```

```{r, echo=FALSE, message=FALSE, warning=FALSE}
#withPriorSorted.v[30]
#withPriorSorted.v[425]

subResults <- withPriorSorted.v[30:425]
n = length(subResults)
loEnd <- subResults[round(n*0.05)]
hiEnd <- subResults[round(n*0.95)]

hiEnd - loEnd
```

# May 6th Results
## Without Prior
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("~/Documents/GitHub/M/propotionalMatrix/5_6/5_6_pMatrix_RMSD_90_noPrior.RData")
noPrior.r <- results1
load("~/Documents/GitHub/M/propotionalMatrix/5_6/5_6_pM_normByCol_Weight_RMSD_90_withPrior.RData")
withPrior.r <- results1


noPrior.v <- unlist(lapply(noPrior.r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))

plot(sort(noPrior.v))
abline(h=0)
```

 * 90% Confident Range
```{r, echo=FALSE, message=FALSE, warning=FALSE}
subResults <- sort(noPrior.v)
n = length(subResults)
loEnd <- subResults[round(n*0.05)]
hiEnd <- subResults[round(n*0.95)]

hiEnd - loEnd
```


## With Prior
```{r, echo=FALSE, message=FALSE, warning=FALSE}
withPrior.v <- unlist(lapply(withPrior.r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))

withPriorSorted.v = sort(withPrior.v)
plot(withPriorSorted.v)
abline(h=0)
abline(v=c(30,425))
```
 * 90% Confident Range
```{r, echo=FALSE, message=FALSE, warning=FALSE}
subResults <- withPriorSorted.v
n = length(subResults)
loEnd <- subResults[round(n*0.05)]
hiEnd <- subResults[round(n*0.95)]

hiEnd - loEnd
```


# May 9th Results
## Without Prior
```{r, echo=FALSE, message=FALSE, warning=FALSE}
load("~/Documents/GitHub/M/propotionalMatrix/5_9/5_9_noPrior_all.RData")
noPrior.r <- results1
load("~/Documents/GitHub/M/propotionalMatrix/5_9/5_9_withPrior_all.RData")
withPrior.r <- results1


noPrior.v <- unlist(lapply(noPrior.r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))

plot(sort(noPrior.v))
abline(h=0)
```

 * 90% Confident Range
```{r, echo=FALSE, message=FALSE, warning=FALSE}
subResults <- sort(noPrior.v)
n = length(subResults)
loEnd <- subResults[round(n*0.05)]
hiEnd <- subResults[round(n*0.95)]

hiEnd - loEnd
```


## With Prior
```{r, echo=FALSE, message=FALSE, warning=FALSE}
withPrior.v <- unlist(lapply(withPrior.r, function(x){
               if(is.null(x[[4]])){
                       return(NA)
               }else{return(x[[4]])}
}))

withPriorSorted.v = sort(withPrior.v)
plot(withPriorSorted.v)
abline(h=0)
abline(v=c(30,425))
```
 * 90% Confident Range
```{r, echo=FALSE, message=FALSE, warning=FALSE}
subResults <- withPriorSorted.v
n = length(subResults)
loEnd <- subResults[round(n*0.05)]
hiEnd <- subResults[round(n*0.95)]

hiEnd - loEnd
```