Description Usage Arguments Details Value Note Author(s) References See Also Examples
Beta t-test and degree of freedom for each gene or isoform are calculated in this function.
1 | betattest(X, na, nb)
|
X |
count data of RNA reads containing N genes (or isoforms). |
na |
number of replicate libraries in condition A |
nb |
number of replicate libraries in condition B |
In beta t-test,
t=\frac{(P_A-P_B)}{√(V_A+V_B)}
where P_A and P_B are proportions of a gene or an isoform in conditions A and B, V_A and V_B are variances estimated in conditions A and B. They are outputted by betaparametVP.
return two lists:
t |
t-value list. |
df |
df list. df is degree of freedom. |
If pooled standard error is zero, then the t-value is not defined and set to be zero.
Yuan-De Tan tanyuande@gmail.com
Baggerly KA, Deng L, Morris JS, Aldaz CM (2003) Differential expression in SAGE: accounting for normal between-library variation. Bioinformatics, 19: 1477-1483.
Yuan-De Tan, Anita M. Chandler, Arindam Chaudhury, and Joel R. Neilson(2015) A Powerful Statistical Approach for Large-scale Differential Transcription Analysis.Plos One. 2015 DOI: 10.1371/journal.pone.0123658.
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