bhm - Biomarker Threshold Models
Contains tools to fit both predictive and prognostic biomarker effects using biomarker threshold models and continuous threshold models. Evaluate the treatment effect, biomarker effect and treatment-biomarker interaction using probability index measurement. Test for treatment-biomarker interaction using residual bootstrap method.
Last updated 4 months ago
3.40 score 1 stars 9 scripts 363 downloadslpl - Local Partial Likelihood Estimation and Simultaneous Confidence Band
Local partial likelihood estimation and simultaneous confidence band is a set of tools to test the covariates-biomarker interaction for survival data. Test for the covariates-biomarker interaction using the bootstrap method and the asymptotic method with simultaneous confidence band.
Last updated 4 years ago
biomarkersmooth
2.70 score 160 downloadsdnn - Deep Neural Network Tools for Probability and Statistic Models
Contains tools to build deep neural network with flexible users define loss function and probability models. Several applications included in this package are, 1) The (deepAFT) model, a deep neural network model for accelerated failure time (AFT) model for survival data. 2) The (deepGLM) model, a deep neural network model for generalized linear model (glm) for continuous, categorical and Poisson data.
Last updated 12 months ago
cppopenmp
1.00 score 4 scripts 214 downloads