Wolfram Library Archive


All Collections Articles Books Conference Proceedings
Courseware Demos MathSource Technical Notes
Title Downloads

Composite Linear Models
Author

Stuart G. Baker
Organization: National Cancer Institute
Old MathSource #

0207-964
Revision date

1995-11-14
Description

The composite linear model software is a matrix approach to compute maximum likelihood estimates and asymptotic standard errors for models for incomplete multinomial data. It implements the method described in Baker (1994) Statistics in Medicine, 13, 609-622. The software includes a library of thirty examples from the literature. For instructions, see readme.txt.
Subject

*Mathematics > Probability and Statistics
Keywords

EM algorithm, maximum likelihood estimation, multinomial, missing data, Poisson regression, logistic regression, categorical data, iterative proportional fitting
Downloads Download Wolfram CDF Player

Download
readme.txt (921 B) - Introduction
Download
cdx.m (974 B) - EM algorithm for CLM
Download
cdxdesig.m (10.2 KB) - Design and transformation matrices for CLM
Download
cdxnipf.m (7.6 KB) - Iterative proportional fitting
Download
cdxnllr.m (3.2 KB) - Log-log regression
Download
cdxnlr.m (2.9 KB) - Logistic regression
Download
cdxnpr.m (2.4 KB) - Maximization algorithms for CLM
Download
cdxnps.m (2 KB) - Proportional substitution
Download
cdxsymbo.m (6 KB) - Symoblic parameters for CLM
Download
clm.m (18.6 KB) - The package with links to all others
Download
clmbasic.m (9.5 KB) - Basic functions for CLM
Download
clmdesig.m (10.2 KB) - Design and transformation matrices for CLM
Download
clmem.m (10.5 KB) - EM algorithm for CLM
Download
clminput.m (6.4 KB) - Input check for CLM
Download
clmnglr.m (4.5 KB) - Generalized logistic regression
Download
clmnr.m (7 KB) - Newton-Raphson algorithm for CLM
Download
clmsymbo.m (2.8 KB) - Symoblic parameters for CLM
Download
exblr.m (3.9 KB) - Example package
Download
excaseco.m (2.6 KB) - Example package
Download
excc.m (3.1 KB) - Example package
Download
exccll.m (3.1 KB) - Example package
Download
excclr.m (7.9 KB) - Example package
Download
exccmiss.m (3.3 KB) - Example package
Download
exccrad.m (4.6 KB) - Example package
Download
excens.m (5.2 KB) - Example package
Download
exclosed.m (2.4 KB) - Example package
Download
excommit.m (7.9 KB) - Example package
Download
excooner.m (6.9 KB) - Example package
Download
excross.m (5.2 KB) - Example package
Download
exdbl.m (2.5 KB) - Example package
Download
exfam.m (2.7 KB) - Example package
Download
exfitz.m (3.8 KB) - Example package
Download
exgen.m (1.3 KB) - Example package
Download
exhaz.m (8.4 KB) - Example package
Download
exlat.m (2.4 KB) - Example package
Download
exlead.m (4.3 KB) - Example package
Download
exll.m (2.1 KB) - Example package
Download
exllbc.m (4.2 KB) - Example package
Download
exllcc.m (2.1 KB) - Example package
Download
exllsys.m (2.5 KB) - Example package
Download
exlrsys.m (2.5 KB) - Example package
Download
exmh.m (6.4 KB) - Example package
Download
exmiscla.m (2.6 KB) - Example package
Download
exnrgs.m (2.4 KB) - Example package
Download
exoa2.m (4.3 KB) - Example package
Download
exobese.m (15.7 KB) - Example package
Download
exordc.m (1.6 KB) - Example package
Download
exordm.m (1.8 KB) - Example package
Download
expepe.m (2.8 KB) - Example package
Download
exrepeat.m (22.1 KB) - Example package
Download
extestev.m (8.1 KB) - Example package
Download
extruman.m (3.4 KB) - Example package
Download
extryp.m (1.9 KB) - Example package
Download
exturner.m (2.5 KB) - Example package
Download
matrixlx.m (29 KB) - A matrix language