For each gene, plots model-predicted values and 95% credible intervals.
● Data Source:
CranContrib
● Keywords:
● Alias: trellisByGene
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1 images
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A wrapper function for plot.MCMCglmm to plot diagnostic convergence plots for selected fixed effects
● Data Source:
CranContrib
● Keywords:
● Alias: mcmc.converge.check
●
0 images
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Wrapper function for MCMCglmm by Jarrod Hadfield, designed for qRT-PCR data analysis.
● Data Source:
CranContrib
● Keywords:
● Alias: mcmc.qpcr
●
1 images
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Converts Cq values into molecule counts, and stacks the dataset
● Data Source:
CranContrib
● Keywords:
● Alias: cq2counts
●
0 images
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Accessory function to HPD... function series
● Data Source:
CranContrib
● Keywords:
● Alias: mcmc.pval
●
0 images
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reports samples that have too little starting material relative to others (by default, less by two standard deviations)
● Data Source:
CranContrib
● Keywords:
● Alias: outlierSamples
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0 images
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This package implements generalized linear mixed model analysis of qRT-PCR data so that the increase of variance towards higher Ct values is properly dealt with, and the lack of amplification is informative (function mcmc.qpcr). Sample-loading effects, gene-specific variances, and responses of all genes to each factor combination are all jointly estimated within a single model. The control genes can be specified as priors, with adjustable degree of expected stability. The analysis also works well without any control gene specifications.
● Data Source:
CranContrib
● Keywords: package
● Alias: MCMC.qpcr
●
1 images
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Generates a table of model-derived log2-transformed transcript abundances without global sample effects (i.e., corresponding to efficiency-corrected and normalized qPCR data)
● Data Source:
CranContrib
● Keywords:
● Alias: getNormalizedData
●
1 images
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This function is called automatically by HPDsummary() and also can be used separately to plot the results produced by HPDsummary() with more plotting options
● Data Source:
CranContrib
● Keywords:
● Alias: summaryPlot
●
0 images
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adds a fake NORM gene with counts equal to geometric mean of conrtol genes, removes control genes from the dataset
● Data Source:
CranContrib
● Keywords:
● Alias: softNorm
●
0 images
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