Description Usage Arguments Value
A wrapper method which takes as input a warpDEDataSet
and various options to return the ranking of the genes following one of three methods available: likelihood ratio test, dynamic time warping distance, or dynamic time warping alignment followed by a likelihood ratio test.
1 2 | warpDE_rank(data, reg.f = "loess", span = 0.75, splines.df = 4,
ranking_method = "warpDE")
|
data |
a |
reg.f |
character, the regression method to use, either "loess" with the gam package, "ns" which fits a natural cubic spline with gam package or "splines" which fits a smoothing spline (default is "loess"). |
span |
numeric, a smoothing parameter for the regression function if the loess regression (reg.f = 'loess') is used (default is 0.75, see |
splines.df |
numeric, a smoothing parameter for the nregression function if natural cubic splines (reg.f = 'ns') are used (default is 4, see |
ranking_method |
character, the ranking method to use, either "lrt" for likelihood ratio test, "dtw" for an ordering based solely on dynamic time warping, "warpDE" for a prealable alignment of gene expression with dtw followed by a likelihood ratio test (default is "warpDE"). |
returns rankingDE
objects: one for the likelihood ratio test pvalues and one for the aic difference criteria if aic == T.
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