Confidence intervals, power calculation, and sample size estimation for the squared multiple correlation coefficient under the fixed and random regression models: A computer program and useful standard tables

Educational and Psychological Measurement

Volumn 61, Issue 4, 2001, Pages 650-667

  Mendoza, Jorge L ^a   Stafford, Karen L ^a  

^a UNIVERSITY OF OKLAHOMA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0035535639     PISSN: 00131644     EISSN: None     Source Type: Journal    
DOI: 10.1177/00131640121971419     Document Type: Article

References (14)

1. Allen, L., Cipielewski, J., & Stanovich, K. (1992). Multiple indicators of children's reading habits and attitudes: Construct validity and construct correlates. Journal of Educational Psychology, 84, 489-503.
2. Baril, G. L., & Cannon, J. T. (1995). What is the probability that null hypothesis testing is meaningless? American Psychologist, 50, 1098-1099.
3. Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum.
4. Cohen, J. (1994). The earth is round (p <.05). American Psychologist, 49, 997-1003.
5. Frick, R. W. (1996). The appropriate use of null hypothesis testing. Psychological Methods, 1, 479-490.
6. Gatsonis, C., & Sampson, A. (1989). Multiple correla ion: Exact power and sample size calculations. Psychological Bulletin, 106, 516-524.
7. Hagen, R. L. (1997). In praise of the null hypothesis statistical test. American Psychologist, 52, 15-24.
8. Lee, Y. S. (1972). Tables of upper percentage points of the multiple correlation coefficient. Biometrika, 59, 175-189.
9. MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1, 130-149.
10. Mendoza, J. L. (1977). A note on the level of predictive precision of a fitted linear equation. Psychometrika, 42, 145-147.
11. Mood, A., & Grabill, F. (1963). Introduction to the theory of statistics. New York: McGraw-Hill.
12. Park, C. N., & Dudycha, A. L. (1974). Cross validation approach to sample size determination for regression models. Journal of the American Statistical Association, 69, 214-218.
13. Sampson, A. (1974). A tale of two regressions. Journal of the American Statistical Association, 69, 682-689.
14. Schmidt, F. (1996). Statistical significance testing and cumulative knowledge in psychology: Implications for training of researchers. Psychological Methods, 1, 115-129.