An investigation of the rank transformation in multiple regression

Computational Statistics and Data Analysis

Volumn 38, Issue 2, 2001, Pages 203-215

  Headrick, Todd C ^a   Rotou, Ourania ^b  

^a SOUTHERN ILLINOIS UNIVERSITY   (United States)

^b EDUCATIONAL TESTING SERVICE   (United States)

Author keywords

Monotonic regression; Power; Rank transformation; Type 1 error

Indexed keywords

NORMAL DISTRIBUTION; REGRESSION ANALYSIS; STATISTICS;

NORMALITY;

DATA REDUCTION;

ERROR ANALYSIS; RANKING; REGRESSION ANALYSIS; STATISTICAL ANALYSIS;

EID: 0035966298     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-9473(01)00034-2     Document Type: Article

References (26)

1. The rank transform method in some two factor designs
2. Local vs. Regional influences on local diversity in stream fish communities of Virginia
3. A rule of thumb in mammalian herbivores?
4. Rank tests in 2 x 2 designs
5. 3 factorial experiment
6. On some alternative procedures using ranks for the analysis of experimental designs
7. Analysis of covariance using the rank transformation
8. Simulating univariate and multivariate nonnormal distributions
9. A power study of a rank transform for the two way classification model when interaction may be present
10. The use of the rank transform in regression
11. On the consistency of rank transformed regression
12. The unicorn, the normal curve, and other improbable creatures
13. On the efficacy of the rank transformation in stepwise logistic and discriminant analysis
14. Computing means from nonnormal distributions: The bisquare-weighted analysis of variance
15. An investigation of the type I error and power properties of the rank transform procedure in factorial ANOVA
16. A note on the rank transform for interactions
17. A correction note on the rank transform for interactions