Multiple Comparisons in a Regression Approach
Bibliographic Data
| ID | 13670893 |
|---|---|
| Authors | John D Williams (0000-0002-4681-3360, University of North Dakota, corresponding author) |
| Year | 1972 |
| Volume | 30 |
| Issue | 2 |
| Pages | 639-647 |
| Publication date | 1972-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Psychological Reports (JOURNAL) |
| Journal identifiers | ISSN: 0033-2941 • E-ISSN: 1558-691X |
| Publisher | SAGE Publishing (PUBLISHER • US) |
| DOI | 10.2466/pr0.1972.30.2.639 |
| OpenAlex | W2127655664 |
| Language | EN |
| Citations received | 1 |
| References cited | 12 |
In using multiple regression as a data-analysis technique, one problem that might arise is the overuse of a full model with several restricted models, without adjusting the probability level. Such an approach would violate the apparent (or tabled) probability level. This has long been a concern in statistics. The intent of the present paper has been to reconceptualize two of the better known multiple-comparison procedures in a multiple regression approach. The change in the regression approach requires assessing the results of multiple uses of a full model to a correct distribution rather than a straightforward use of the F distribution
Cross-sectional regression · Econometrics · Linear regression · Polynomial regression · Probability distribution · Regression · Regression analysis · Regression diagnostic · Statistics · Advanced Statistical Methods and Models · Computer Science · Mathematics · Optimal Experimental Design Methods · Psychology · Statistical Methods in Clinical Trials
Statistical principles in experimental design.
Multiple Comparisons among Means
Multiple Range and Multiple F Tests
Fixed Effects Analysis of Variance by Regression Analysis
Multiple regression as a general data-analytic system
The experiment as the unit for computing rates of error
Multiple comparison in psychological research
| Unique citing works | 1 |
|---|---|
| Citations per year | 0,02 |
| Citation span | 1977 - 1977 (1) |
| Citation velocity | historical |
| Highly cited | No |
| Citation types | Neutral: 1 |