Keywords
Categorical variableStatisticsLogistic regressionEconometricsLogitRandom effects modelStatistical inferenceMathematicsPsychologyMeta-analysis
Affiliated Institutions
Related Publications
In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler's (1999) Findings
Abstract Goodness-of-fit (GOF) indexes provide "rules of thumb"—recommended cutoff values for assessing fit in structural equation modeling. Hu and Bentler (1999) proposed a mor...
MCMC Methods for Multi-Response Generalized Linear Mixed Models: The<b>MCMCglmm</b><i>R</i>Package
Generalized linear mixed models provide a flexible framework for modeling a range of data, although with non-Gaussian response variables the likelihood cannot be obtained in clo...
Explaining heterogeneity in meta-analysis: a comparison of methods
Exploring the possible reasons for heterogeneity between studies is an important aspect of conducting a meta-analysis. This paper compares a number of methods which can be used ...
On the misuse of residuals in ecology: regression of residuals vs. multiple regression
1 Residuals from linear regressions are used frequently in statistical analysis, often for the purpose of controlling for unwanted effects in multivariable datasets. This paper ...
Random Allocation in Observational Data
Conventional observational epidemiology has an unenviable reputation for generating false-positive findings,1,2 or "scares," as others call them.3 In 1993, for example, the New ...
Publication Info
- Year
- 2008
- Type
- article
- Volume
- 59
- Issue
- 4
- Pages
- 434-446
- Citations
- 3241
- Access
- Closed
External Links
Social Impact
Altmetric
PlumX Metrics
Social media, news, blog, policy document mentions
Citation Metrics
3241
OpenAlex
Cite This
T. Florian Jaeger
(2008).
Categorical data analysis: Away from ANOVAs (transformation or not) and towards logit mixed models.
Journal of Memory and Language
, 59
(4)
, 434-446.
https://doi.org/10.1016/j.jml.2007.11.007
Identifiers
- DOI
- 10.1016/j.jml.2007.11.007