Two-Group Comparisons and Univariate Classification
Bibliographic Data
| ID | 20286015 |
|---|---|
| Authors | Carl J Huberty (University of Georgia), Susan E Holmes (University of Georgia) |
| Year | 1983 |
| Volume | 43 |
| Issue | 1 |
| Pages | 15-26 |
| Publication date | 1983-03-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Educational and Psychological Measurement (JOURNAL) |
| Journal identifiers | ISSN: 0013-1644 • E-ISSN: 1552-3888 |
| Publisher | SAGE Publications (PUBLISHER • US) |
| DOI | 10.1177/001316448304300103 |
| OpenAlex | W1989345855 |
| Language | EN |
| Citations received | 10 |
| References cited | 7 |
An alternative analysis of the traditional two-group single response variable design is discussed. The proposed analysis involves the classification, or assignment, of experimental units to populations represented by the two groups. Methods of estimating probabilities of correct classification are discussed. Three real data sets are provided to illustrate the utility of a classification analysis in describing both group as well as individual differences. A table of sample sizes required to yield estimates of probabilities of correct classification within a given tolerance of optimum probabilities is presented. Operational definitions of "substantive significance" are proposed
Data mining · Econometrics · Group (periodic table) · Multivariate statistics · Sample (material) · Sample size determination · Statistics · Table (database) · Univariate · Variable (mathematics) · Advanced Statistical Methods and Models · Computer Science · Mathematics · Optimal Experimental Design Methods · Spectroscopy and Chemometric Analyses
Issues in the use and interpretation of discriminant analysis
Extending Improvement-Over-Chance I -Index Effect Size Simulation Studies to Cover Some Small-Sample Cases
How to Estimate and Interpret Various Effect Sizes.
Group Overlap as a Basis for Effect Size
The Test of Word-Finding in Discourse
The Efficacy of Two Improvement-Over-Chance Effect Sizes for Two-Group Univariate Comparisons Under Variance Heterogeneity and Nonnormality
A History of Effect Size Indices
Mathematical Programming Approaches for the Classification Problem in Two-Group Discriminant Analysis
Steekproefgroottes in plaaslik gepubliseerde psigologiese navorsing
On Statistical Testing
| Citations per year | 0.24 |
|---|---|
| Citation span | 1984 - 2007 (24) |
| Highly cited | No |