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GCAI.bias (version 1.0)

Guided Correction Approach for Inherited bias (GCAI.bias)

Description

Many inherited biases and effects exists in RNA-seq due to both biological and technical effects. We observed the biological variance of testing target transcripts can influence the yield of sequencing reads, which might indicate a resource competition existing in RNA-seq. We developed this package to capture the bias depending on local sequence and perform the correction of this type of bias by borrowing information from spike-in measurement.

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Version

Install

install.packages('GCAI.bias')

Monthly Downloads

12

Version

1.0

License

GPL (>= 2)

Maintainer

Guoshuai Cai

Last Published

July 15th, 2014

Functions in GCAI.bias (1.0)

train.dat.counts

Training Counts Dataset
panel.cor

Pearson Correlation Calculation
index.mat.generation

Index Matrix Generation
lm.estimate

Linear Model Fitting
test.dat.seq

Testing Sequence Index Dataset
counts.preprocess

Data Object Generation
corplot

Pairwise Correlation Calculation and Visualization
index.preprocess

Binary Index Matrix Generation
correct.guided

Guided Correction
posplot

Correction Performance Visualization
train.dat.seq

Training Sequence Index Dataset
GCAI.bias-package

Guided Correction Approach for Inherited bias (GCAI.bias)
test.dat.counts

Testing Counts Dataset
obj.index

Index S3 Class
coeplot

Estimated Coefficients Visualization
panel.smooth.r

Scatter Plot Generation