Description: Implements data augmentation schemes with multiple imputation steps for proportional hazards regression with interval censored data or proportional sub-distribution hazards regression for interval censored competing risks data. The main functions allow to estimate survival function, cumulative incidence function, Cox and Fine & Gray regression coefficients and associated variance-covariance matrix. 'MIICD' functions call 'Surv', 'survfit' and 'coxph' from the 'survival' package, 'crprep' from the 'mstate' package, and 'mvrnorm' from the 'MASS' package.

Title: Multiple Imputation for Interval Censored Data
Authors@R: person("Marc", "Delord", , "mdelord@gmail.com", role = c("aut",
Description: Implements multiple imputation for proportional hazards regression
with interval censored data or proportional sub-distribution hazards
regression for interval censored competing risks data. The main functions
allow to estimate survival function, cumulative incidence function, Cox
and Fine & Gray regression coefficients and associated variance-covariance
matrix. 'MIICD' functions call 'Surv', 'survfit' and 'coxph' from the
'survival' package, 'crprep' from the 'mstate' package, and 'mvrnorm' from

Title: IPW and Mean Score Methods for Time-Course Missing Data
Description: Contains functions for data analysis of Repeated measurement continuous,categorical data using MCMC. Data may contain missing value in response and covariates. Mean Score Method and Inverse Probability Weighted method for parameter estimation when there is missing value in covariates are also included.
Reference for mean score method, inverse probability weighted method is
Author: Atanu Bhattacharjee [aut, cre, ctb],

Title: Two Stage Least Squares with Model Implied Instremental Search
Description: Functions for estimating structural equation models
using a model-implied instrumental variable (MIIV) search
and two stage least squares (2SLS) estimator (MIIV-2SLS).

Title: Two Stage Least Squares with Model Implied Instrumental Search