R script for “Individual-Specific Point and Interval Conditional Estimates of Latent Class Logit Parameters”

These files allow to replicate: “Individual-Specific Point and Interval Conditional Estimates of Latent Class Logit Parameters” The Monte Carlo experiment and the analysis were carried out in R. The Main R files are the following: - MonteCarloLC.R : This file runs the Monte Carlo experiment with 2 classes and generates “LC_experimentAll.RData”. - MonteCarloLC3C.R. : This file runs the Monte Carlo experiment with 3 classes and generates “LC_experimentAllMiss.RData”. - Daziano&Sarrias_2017_JOCM.R: This file performs the analysis of the results. The ‘helper’ functions are the following: - boot.lc.R: This is a function that performs the K&R procedure and called into the Monte Carlo procedure. - helpers.R: A serie of functions to create the tables with the summary statistics. For any comment please send an email to [e-mail]本数据集文件可用于复现《潜类别Logit（Latent Class Logit）参数的个体特异性点估计与区间条件估计》一文中的全部实验与分析内容。本研究的蒙特卡洛实验与数据分析均基于R语言完成。主要R脚本文件如下： - MonteCarloLC.R：该脚本用于运行包含2个类别的蒙特卡洛实验，并生成"LC_experimentAll.RData"数据文件。 - MonteCarloLC3C.R：该脚本用于运行包含3个类别的蒙特卡洛实验，并生成"LC_experimentAllMiss.RData"数据文件。 - Daziano&Sarrias_2017_JOCM.R：该脚本用于执行结果分析工作。 辅助函数文件如下： - boot.lc.R：该函数用于实现K&R程序，并供蒙特卡洛实验流程调用。 - helpers.R：包含一系列用于生成带汇总统计量表格的工具函数。 如有任何疑问或建议，请致信[e-mail]。