gClinBiomarker is an R package that contains functions to perform baseline and longitutinal biomarker analyses. This version is wei's private version that fixes bugs and introduces features of critical needs.
Use the command vignette(package = 'gClinBiomarker') to view a list of avaialble vignettes for the gClinBiomarker package. Then use the command vignette(<vignett_name>) to view the relevant documentation.
- 2-arm study: predictive and prognostic biomarker analysis
- 1-arm study: prognostic biomarker analysis
Is your biomarker population your full patient population? Take a look at these functions:
SummaryVars(), CompareKM(), PlotRspBar()
Is your biomarker response a dynamic range? Does it have a skewed distribution? Is it correlated with clinical variables?
PlotProperty(), PlotTabForestMulti()
Is your biomarker response associated with a clinical outcome? Is it prognostic or predictive? Is there an optimal biomarker cutoff with a consistent trend?
PlotTabForestBiomarker(), PlotSTEPP()
Estimate the clinical benefit within a biomarker subgroup.
PlotKM(), PlotLong(), PlotRspBar(), CoxTab(), LogRankTab()