Confidence Intervals for the Squared Multiple Semipartial Correlation Coefficient

被引：0

作者：

Algina, James ^{[1
]}

Keselman, H. J. ^{[2
]}

Penfield, Randall D. ^{[3
]}

机构：

[1] Univ Florida, Res & Evaluat Methodol, Gainesville, FL 32611 USA

[2] Univ Manitoba, Psychol, Winnipeg, MB R3T 2N2, Canada

[3] Univ Miami, Educ, Coral Gables, FL 33124 USA

来源：

JOURNAL OF MODERN APPLIED STATISTICAL METHODS | 2008年 / 7卷 / 01期

关键词：

Squared multiple semipartial correlation; effect size; asymptotic and bootstrap confidence intervals;

D O I：

暂无

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

The squared multiple semipartial correlation coefficient is the increase in the squared multiple correlation coefficient that occurs when two or more predictors are added to a multiple regression model. Coverage probability was investigated for two variations of each of three methods for setting confidence intervals for the population squared multiple semipartial correlation coefficient. Results indicated that the procedure that provides coverage probability in the [.925,.975] interval for a 95% confidence interval depends primarily on the number of added predictors. Guidelines for selecting a procedure are presented.

引用

页码：2 / 10

页数：9

共 50 条

[1] Note on a confidence interval for the squared semipartial correlation coefficient
Algina, James
Keselman, Harvey J.
Penfield, Randall J.
[J]. EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2008, 68 (05) : 734 - 741
[2] Confidence Intervals for Squared Semipartial Correlation Coefficients: The Effect of Nonnormality
Algina, James
Keselman, H. J.
Penfield, Randall D.
[J]. EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2010, 70 (06) : 926 - 940
[3] A comparison of methods for constructing confidence intervals for the squared multiple correlation coefficient
Algina, J
[J]. MULTIVARIATE BEHAVIORAL RESEARCH, 1999, 34 (04) : 493 - 504
[4] Sample sizes for confidence intervals on the increase in the squared multiple correlation coefficient
Algina, J
Moulder, BC
[J]. EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2001, 61 (04) : 633 - 649
[5] AN EVALUATION OF 2 TECHNIQUES FOR CONSTRUCTING CONFIDENCE-INTERVALS FOR THE SQUARED MULTIPLE CORRELATION-COEFFICIENT
NIJSSE, M
[J]. PSYCHOLOGICAL REPORTS, 1990, 67 (03) : 1107 - 1116
[6] Sample Size Planning for the Squared Multiple Correlation Coefficient: Accuracy in Parameter Estimation via Narrow Confidence Intervals
Kelley, Ken
[J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2008, 43 (04) : 524 - 555
[7] Estimators of the multiple correlation coefficient: local robustness and confidence intervals
Croux, C
Dehon, C
[J]. STATISTICAL PAPERS, 2003, 44 (03) : 315 - 334
[8] Estimators of the multiple correlation coefficient: Local robustness and confidence intervals
Cristophe Croux
Catherine Dehon
[J]. Statistical Papers, 2003, 44 : 315 - 334
[9] Standard and bootstrap confidence intervals for the correlation coefficient
Sievers, W
[J]. BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 1996, 49 : 381 - 396
[10] CONFIDENCE-INTERVALS FOR THE CORRELATION-COEFFICIENT
JEYARATNAM, S
[J]. STATISTICS & PROBABILITY LETTERS, 1992, 15 (05) : 389 - 393

← 1 2 3 4 5 →