Function reference • BASSLINE

Log-Normal Model

Functions for the log-normal model

MCMC_LN(): MCMC algorithm for the log-normal model

LML_LN(): Log-marginal Likelihood estimator for the log-normal model

DIC_LN(): Deviance information criterion for the log-normal model

CaseDeletion_LN(): Case deletion analysis for the log-normal model

Log-Student's t Model

Functions for the log-student’s t model

MCMC_LST(): MCMC algorithm for the log-student's t model

LML_LST(): Log-marginal Likelihood estimator for the log-student's t model

DIC_LST(): Deviance information criterion for the log-student's t model

CaseDeletion_LST(): Case deletion analysis for the log-student's t model

BF_lambda_obs_LST(): Outlier detection for observation for the log-student's t model

Log-Laplace Model

Functions for the log-Laplace model

MCMC_LLAP(): MCMC algorithm for the log-Laplace model

LML_LLAP(): Log-marginal likelihood estimator for the log-Laplace model

DIC_LLAP(): Deviance information criterion for the log-Laplace model

CaseDeletion_LLAP(): Case deletion analysis for the log-Laplace model

BF_lambda_obs_LLAP(): Outlier detection for observation for the log-Laplace model

Log-Exponential Power Model

Functions for the log-exponential power model

MCMC_LEP(): MCMC algorithm for the log-exponential power model

LML_LEP(): Log-marginal likelihood estimator for the log-exponential power model

DIC_LEP(): Deviance information criterion for the log-exponential power model

CaseDeletion_LEP(): Case deletion analysis for the log-exponential power model

BF_u_obs_LEP(): Outlier detection for observation for the log-exponential power model

Log-Logistic Model

Functions for the log-logistic model

MCMC_LLOG(): MCMC algorithm for the log-logistic model

LML_LLOG(): Log-marginal likelihood estimator for the log-logistic model

DIC_LLOG(): Deviance information criterion for the log-logistic model

CaseDeletion_LLOG(): Case deletion analysis for the log-logistic model

BF_lambda_obs_LLOG(): Outlier detection for observation for the log-logistic model

Miscellaneous

Additional documentation

Trace_plot(): Produce a trace plot of a variable's MCMC chain

cancer: VA Lung Cancer Trial Dataset

BASSLINE_convert(): Convert dataframe with mixed variables to a numeric matrix