Why Multivariate Methods are Usually Vital
Bibliographic Data
| ID | 12098300 |
|---|---|
| Authors | Larry J Fish (Larry J. Fish is a doctoral student and research associate with the Graduate School of Education at the University of California at Los Angeles., corresponding author) |
| Year | 1988 |
| Volume | 21 |
| Issue | 3 |
| Pages | 130-137 |
| Publication date | 1988-10-01 |
| Open Access | No |
| Type | ARTICLE |
| Venue | Measurement and Evaluation in Counseling and Development (JOURNAL) |
| Journal identifiers | ISSN: 0748-1756 • E-ISSN: 1947-6302 |
| Publisher | SAGE Publishing (PUBLISHER • US) |
| DOI | 10.1080/07481756.1988.12022895 |
| OpenAlex | W40745829 |
| Language | EN |
| Citations received | 12 |
| References cited | 7 |
Multivariate statistical analyses are appropriate whenever a study involves two or more outcome variables. Because multiple-outcome models reflect social reality more accurately than do conventional single-outcome or univariate models, multivariate analysis should be studied and practiced more extensively than it is. In this article, several reasons for doing multivariate analysis are presented, and two common errors in statistical analysis are discussed. Examples are presented to show how a single multivariate analysis can produce different results than do separate univariate analyses, and to illustrate the relationship between ANOVA and canonical correlation analysis
Canonical correlation · Correlation · Econometrics · Multivariate analysis · Multivariate analysis of variance · Multivariate statistics · Outcome (game theory · Statistical analysis · Statistics · Univariate · Advanced Statistical Methods and Models · Diverse Academic Research Areas · Mathematics · Psychology · Statistical Methods and Applications
Conducting and Interpreting Canonical Correlation Analysis in Personality Research
Study Quality in Sla
The Values Scale
Discstra
A Reliability Generalization Study of Select Measures of Adult Attachment Style
Gender and Administration Mode Effects when Pencil-And-Paper Personality Tests are Computerized
Manova Simultaneous Test Procedures
Alternative Measures of Jungian Personality Constructs
A Primer in the Use and Interpretation of Structural Equation Models
Using learning style to predict foreign language achievement at the college level
Matrix Summaries Improve Research Reports
Probability Pyramiding Revisited
| Citations per year | 0.32 |
|---|---|
| Citation span | 1989 - 2015 (27) |
| Highly cited | No |