QTL_BSA-Sorghum
latest
QTL_BSA_Crop_Varieties
QTLSorghum
For more detailed instructions please read the vignette
here
For updates read the NEWS.md
Installation
Package Dependencies
Citation
Abstract
Examples:
Load/install libraries
Set the Working Directory
Pre-Filtering Rules
Importing Data
importFromVCF
importFromGATK
Input Fields ImportFromVCF
importFromTable
Inspect Header
Input Fields ImportFromGATK
importFromTable
Histograms
filterSNPs
runGprimeAnalysis_MH
plotGprimeDist_MH
runQTLseqAnalysis_MH
Plot G Statistic Distribution as a Histogram
plotQTLStats
nSNPs
Gprime
deltaSNP
negLog10Pval
Gprime Subset
rMVP Package
SNP Densities
Export summary CSV
Preview the Summary QTL
Theory
Contigency Table
Obs_Allel_Freq
Obs_Allele_Freq2
Total Coverage and Expected Allelic Frequencies
Theory and Analytical Framework of Sampling from BSA
Binomial Sampling
High Bulk
Low Bulk
Conditional Distribution of n1 given realized average frequency
Observed n1
Conditional Distribution of n2 given realized average frequency
Observed n2
Conditional Distribution of n3 given realized average frequency
Observed n3
Conditional Distribution of n4 given realized average frequency
Observed n4
An interdependentaly observed relationship between G and Gprime
QTL_Rice_Cold_Tolerance
QTL-Rice-Cold-Tolerance
For more detailed instructions please read the vignette
here
For updates read the NEWS.md
Installation
Package Dependencies
Citation
Abstract
Examples:
Load/install libraries
Set the Working Directory
Pre-Filtering Rules
The Lonely Parser
Import Data
importFromTable
importFromVCF
GATK
Input Fields
importFromTable
Histograms
filterSNPs
runGprimeAnalysis_MH
plotGprimeDist_MH
runQTLseqAnalysis_MH
Plot G Statistic Distribution as a Histogram
plotQTLStats
nSNPs
Gprime
deltaSNP
negLog10Pval
Gprime Subset
rMVP Package
SNP Densities
Export summary CSV
Preview the Summary QTL
Theory
Contigency Table
Obs_Allel_Freq
Obs_Allele_Freq2
Total Coverage and Expected Allelic Frequencies
Chromosomal Sampling Theory and an Analytical Framework with respect to Bulk Segregant Analysis
Binomial Sampling
Low Bulk
High Bulk
Conditional Distribution of n1 given realized average frequency
Observed n1
Conditional Distribution of n2 given realized average frequency
Observed n2
Conditional Distribution of n3 given realized average frequency
Observed n3
Conditional Distribution of n4 given realized average frequency
Observed n4
An interdependentaly observed relationship between G and Gprime
QTL_BSA-Sorghum
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