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Linear Regression Models for Panel Data Using SAS, Stata, LIMDEP, and SPSS


Hun Myoung Park
Fall 2009

Table of Contents (PDF)


This document summarizes linear regression models for panel data and illustrates how to estimate each model using SAS 9.2, Stata 11, LIMDEP 9.0, and SPSS 17.0. This document does not address nonlinear models (i.e., logit and probit models) and dynamic models, but focuses on basic linear regression models.

The citation of this document should read: "Park, Hun Myoung. 2009. Linear Regression Models for Panel Data Using SAS, Stata, LIMDEP, and SPSS. Working Paper. The University Information Technology Services (UITS) Center for Statistical and Mathematical Computing, Indiana University."

Data set:

   R & D Data of 50 IT Firms: CSV (ASCII) | Stata | SAS
   Cost Data of U.S. Airlines: CSV (ASCII) | Stata | SAS | LIMDEP
   Stata Script | SAS Script