MLE of a Truncated Normal Distribution with Censored Data


[Up] [Top]

Documentation for package ‘tcensReg’ version 0.1.5

Help Pages

rtnorm Simulate Random Left-Truncated Normal Distribution
tcensReg Regression Method for Truncated Normal Distribution with Censored Data
tcensReg_gradient Gradient Vector for Truncated Normal Distribution with Censoring with Linear Equation Mean
tcensReg_gradient_sepvar Gradient Vector for Truncated Normal Distribution with Censoring with Linear Equation Mean for J Independent Truncated Normals with Seprate Variance
tcensReg_gradient_sepvar_maxLik Gradient Vector for Truncated Normal Distribution with Censoring with Linear Equation Mean for J Independent Truncated Normals with Seprate Variance
tcensReg_hess Hessian Matrix for Truncated Normal Distribution with Censoring with Linear Equation Mean
tcensReg_llike Log Likelihood for Truncated Normal Distribution with Censoring with Linear Equation Mean
tcensReg_llike_sepvar Log Likelihood for Model for J independent Truncated Normal Variables with Same Mean Structure but Different Variance
tcensReg_llike_sepvar_maxLik Log Likelihood for Model for J independent Truncated Normal Variables with Same Mean Structure but Different Variance
tcensReg_newton Newton-Raphson Algorithm for Truncated Normal Distribution with Censoring with Linear Equation Mean
tcensReg_optim Optimization for Truncated Normal Distribution with Censoring with Linear Equation Mean using optim
tcensReg_sepvar Regression Method for Truncated Normal Distribution with Censoring for Indepentend Truncated Normal Groups