Adaptive Lasso for the Cox Regression with Interval Censored and Possibly Left Truncated Data

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Documentation for package ‘ALassoSurvIC’ version 0.1.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

ALassoSurvIC-package	Variable selection procedure with the adaptive lasso for interval censored and possibly left truncated data
alacoxIC	Performing variable selection with an adaptive lasso penalty for interval censored and possibly left truncated data
alacoxIC.default	Performing variable selection with an adaptive lasso penalty for interval censored and possibly left truncated data
ALassoSurvIC-internal	Internal functions for the ALassoSurvIC package
baseline	Obtaining the nonparametric maximum likelihood estimate (NPMLE) for the baseline cumulative hazard function
baseline.default	Obtaining the nonparametric maximum likelihood estimate (NPMLE) for the baseline cumulative hazard function
canon	Internal functions for the ALassoSurvIC package
ex_IC	Virtual data set for interval censored data
ex_ICLT	Virtual data set for interval censored and left truncated data
fun_arglist	Internal functions for the ALassoSurvIC package
fun_bic	Internal functions for the ALassoSurvIC package
fun_covij	Internal functions for the ALassoSurvIC package
fun_cov_parallel	Internal functions for the ALassoSurvIC package
fun_ddq	Internal functions for the ALassoSurvIC package
fun_dq	Internal functions for the ALassoSurvIC package
fun_est_parallel	Internal functions for the ALassoSurvIC package
fun_ew	Internal functions for the ALassoSurvIC package
fun_hcross	Internal functions for the ALassoSurvIC package
fun_less	Internal functions for the ALassoSurvIC package
fun_penSurvIC	Internal functions for the ALassoSurvIC package
fun_shooting_algorithm	Internal functions for the ALassoSurvIC package
fun_subless	Internal functions for the ALassoSurvIC package
fun_sublr	Internal functions for the ALassoSurvIC package
fun_unpenSurvIC	Internal functions for the ALassoSurvIC package
fun_updatelambda	Internal functions for the ALassoSurvIC package
log_penlikelihood	Internal functions for the ALassoSurvIC package
plot.alacoxIC	Plot method for 'alacoxIC' object
plot.unpencoxIC	Plot method for 'unpencoxIC' object
print.alacoxIC	Performing variable selection with an adaptive lasso penalty for interval censored and possibly left truncated data
print.baseline	Obtaining the nonparametric maximum likelihood estimate (NPMLE) for the baseline cumulative hazard function
print.unpencoxIC	Performing unpenalized nonparametric maximum likelihood estimation for interval censored and possibly left truncated data
unpencoxIC	Performing unpenalized nonparametric maximum likelihood estimation for interval censored and possibly left truncated data
unpencoxIC.default	Performing unpenalized nonparametric maximum likelihood estimation for interval censored and possibly left truncated data