High Dimensional Bayesian Survival Mediation Analysis

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Documentation for package ‘autohd’ version 0.1.0

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coxmulti Multivariate cox proportional hazard data analysis
hdaftma High dimensional multivariate accelerated failure time model with bayesian mediation analysis
hdcoxma High dimensional multivariate cox proportional model with bayesian mediation analysis.
hdraftma High dimensional competing risk analysis using multivariate accelerated failure time model with mediation analysis.
hdsurvma High dimensional survival analysis using SurvMCmulti with mediation analysis
hidimcox High dimensional univariate cox proportional hazard analysis.
hnscc Head and neck cancer data
hnscc2 Head and neck cancer data
imphdaft High dimensional missing data imputation and performing mediation analysis with univariate accelerated failure time model using Weibull distribution.
imphdcox High dimensional missing data imputation and performing mediation analysis with multivariate cox proportional hazard model. It works in a multivariate setup.
imphdsurv High dimensional missing data imputation and survival analysis using survMCmulti with mediation analysis
impuni High dimensional missing data imputation and performing the mediation analysis with Bayesian univariate cox proportional modeling.
impuniaft High dimensional missing data imputation and performing the mediation analysis with univariate accelerated failure time model with Weibull distribution.
impunicox High dimensional missing data imputation and performing the mediation analysis with univariate cox proportional modeling.
srdata protein data
unicrma High dimensional competing risk analysis by univariate accelerated failure time model with mediation analysis with Weibull distribution
unihdaftma High dimensional competing risk analysis by univariate accelerated failure time model with mediation analysis
unihdcoxma High dimensional univariate cox proportional hazard model.
unihdma High dimensional survival analysis using Bayesian univariate cox prportional hazard with mediation analysis