Data Envelopment Analysis R-Script
Download the Research HUB DEA package. It includes: Two DEA R-Scripts One sample data in Excel and CSV format One journal article published using the sample data One image demonstrating the frontier concepts. The R-scripts for Data Envelopment Analysis using the Benchmarking package in R-software covers: Variable returns to scale (BCC-DEA) Constant returns to scale DEA (CCR-DEA) Super efficiency estimation Bootstrap DEA Slack estimation Free disposal hull (FDH)
Panel Data STATA Do-File
Download the STATA Do File for Panel Data Analysis in the STATA software. It covers: Pooled panel regression model; Breusch-Pagan Lagrange multiplier; Random effects model; Fixed effects model; Choosing between RE and FE; Between regression (regression on group means); Hausman and Taylor model; First difference GMM; System GMM; Choosing between Difference and System GMM; Two-step, robust standard errors, nomata, nodiff, and orthogonal deviations; Two-way error component model.
Literature Review Matrix
This product includes three sample Literature Review Matrix files. Literature Review Matrix general file. Literature Review Matrix file with a revised comprehensive approach. Literature Review Matrix file specifically for MCDM studies. Literature Review Matrix file specifically for Forecasting studies.
Structural Equation Modeling (SEM) R-Script
Here, you can download the R-script for Structural Equation Modeling. It covers everything demonstrated in Research HUB Structural Equation Modeling videos. Descriptive statistics; Checking non-response bias; Exploratory factor analysis; Confirmatory factor analysis including validity and reliability checks; Common method bias check; SEM modelling; Nested SEM; Multi-group SEM