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A computer program for regression analysis of repeated measures using generalized estimating equations

C S Davis1

  • 1Department of Preventive Medicine and Environmental Health, University of Iowa, Iowa City 52242.

Computer Methods and Programs in Biomedicine
|May 1, 1993
PubMed
Summary
This summary is machine-generated.

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RMGEE is a FORTRAN program analyzing repeated measures data using generalized estimating equations. It handles various response types, accommodates missing data, and works on multiple computer platforms.

Area of Science:

  • Biostatistics
  • Statistical Software
  • Longitudinal Data Analysis

Background:

  • Generalized Estimating Equations (GEE) are crucial for analyzing correlated data.
  • Existing software may lack flexibility in handling diverse data structures and missingness.

Purpose of the Study:

  • To introduce RMGEE, a user-friendly FORTRAN program for GEE analysis.
  • To provide a tool for analyzing repeated binary, count, and normally-distributed response variables.

Main Methods:

  • Utilizes the generalized estimating equations approach.
  • Accommodates unequal numbers of repeated measurements and missing data.
  • Supports both time-independent and time-dependent covariates.

Main Results:

Related Experiment Videos

  • RMGEE offers a flexible and accessible solution for longitudinal data analysis.
  • The program is capable of running on various computing environments, from microcomputers to mainframes.

Conclusions:

  • RMGEE simplifies the application of GEE for complex repeated measures data.
  • The software facilitates robust statistical analysis in biostatistics and related fields.