- R/DCLEAR
- R/DCLEAR is an R package for Distance based Cell LinEAge Reconstruction(DCLEAR). These codes are created during the participation of Cell Lineage Reconstruction DREAM challenge.
- R/DrImpute
- R codes for imputing dropout events. Many statistical methods in cell type identification, visualization and lineage reconstruction do not account for dropout events ('PCAreduce', 'SC3', 'PCA', 't-SNE', 'Monocle', 'TSCAN', etc). 'DrImpute' can improve the performance of such software by imputing dropout events.
- R/aSPU
- R codes for the (adaptive) Sum of Powered Score ('SPU' and 'aSPU')
tests, inverse variance weighted Sum of Powered score ('SPUw' and 'aSPUw') tests
and gene-based and some pathway based association tests (Pathway based Sum of
Powered Score tests ('SPUpath'), adaptive 'SPUpath' ('aSPUpath') test, 'GEEaSPU'
test for multiple traits - single 'SNP' (single-nucleotide-polymorphism)
association in generalized estimation equations, 'MTaSPUs' test for multiple
traits - single 'SNP' association with Genome Wide Association Studies ('GWAS')
summary statistics, Gene-based Association Test that uses an extended Simes
procedure ('GATES'), Hybrid Set-based Test ('HYST') and extended version
of 'GATES' test for pathway-based association testing ('GATES-Simes'). ).
The tests can be used with genetic and other data sets with covariates. The
response variable is binary or quantitative. Summary; (1) Single trait-'SNP' set
association with individual-level data ('aSPU', 'aSPUw'), (2) Single trait-'SNP'
set association with summary statistics ('aSPUs'), (3) Single trait-pathway
association with individual-level data ('aSPUpath'), (4) Single trait-pathway
association with summary statistics ('aSPUsPath'), (5) Multiple traits-single
'SNP' association with individual-level data ('GEEaSPU'), (6) Multiple traits-
single SNP association with summary statistics ('MTaSPUs'), (7) Multiple traits-`SNP' set association with summary statistics(`MTaSPUsSet'), (8) Multiple traits-pathway association with summary statistics(`MTaSPUsSetPath').
- R/funqtl
- An R package
with add-on functions for
the R/qtl package to deal with function
valued trait on QTL mapping.
- R/xoi
- Tools for analyzing crossover interference. Assisted Karl Broman
to develop the package.
- R/APCP
- An R pacakage that plots Andrews type Parallel Coordinate Plot
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