Four Methods of Analyzing Between Variation for the K-Group Manova Problem
Bibliographic Data
| ID | 19290978 |
|---|---|
| Authors | James P Stevens (0000-0003-4762-530X, corresponding author) |
| Year | 1972 |
| Volume | 7 |
| Issue | 4 |
| Pages | 499-522 |
| Publication date | 1972-01-01 |
| Open Access | No |
| Type | ARTICLE |
| Venue | Multivariate Behavioral Research (JOURNAL) |
| Journal identifiers | ISSN: 0027-3171 • E-ISSN: 1532-7906 |
| Publisher | Informa UK Limited (PUBLISHER • GB) |
| DOI | 10.1207/s15327906mbr0704_7 |
| PMID | 26765986 |
| OpenAlex | W1997406792 |
| Language | EN |
| Citations received | 10 |
| References cited | 10 |
Four methods of analyzing between variation in the k-group MANOVA problem are considered. Specifically, they are (1) discriminant analysis, (2) stepdown analysis, (3) contrasts on the classification variable and (4) a two group breakdown. These methods are discussed briefly, with certain basic com- puting equations being given. Then a sample problem is used to illustrate how the methods may be applied and interpreted. The univariate h2 (squared correlation ratio) is related t o a corresponding multivariate measure. Also, a variant of h2 is introduced to indicate the proportion of variance in each of the dependent variables which is accounted for by the classification variable
Analysis of variance · Group (periodic table) · Linear discriminant analysis · Multivariate analysis · Multivariate analysis of variance · Multivariate statistics · Sample (material) · Statistics · Univariate · Variable (mathematics) · Variables · Variance (accounting) · Advanced Statistical Methods and Models · Advanced Statistical Process Monitoring · Chemistry · Fault Detection and Control Systems · Mathematics
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| Citations per year | 0.19 |
|---|---|
| Citation span | 1973 - 1995 (23) |
| Highly cited | No |