Constructing Confidence Intervals for Effect Sizes in ANOVA Designs

被引：2

作者：

Chen, Li-Ting ^{[1
]}

Peng, Chao-Ying Joanne ^{[2
]}

机构：

[1] Indiana Univ, Inquiry Methodol, Bloomington, IN 47405 USA

[2] Indiana Univ, Dept Counseling & Educ Psychol, Bloomington, IN 47405 USA

来源：

JOURNAL OF MODERN APPLIED STATISTICAL METHODS | 2013年 / 12卷 / 02期

关键词：

Confidence interval; linear contrast; effect size; bootstrap; noncentral;

D O I：

10.22237/jmasm/1383278640

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：

A confidence interval for effect sizes provides a range of plausible population effect sizes (ES) that are consistent with data. This article defines an ES as a standardized linear contrast of means. The noncentral method, Bonett's method, and the bias-corrected and accelerated bootstrap method are illustrated for constructing the confidence interval for such an effect size. Results obtained from the three methods are discussed and interpretations of results are offered.

引用

页码：82 / 104

页数：23

共 50 条

[1] Effect sizes, confidence intervals, and confidence intervals for effect sizes
Thompson, Bruce
PSYCHOLOGY IN THE SCHOOLS, 2007, 44 (05) : 423 - 432
[2] Computing correct confidence intervals for ANOVA fixed- and random-effects effect sizes
Fidler, F
Thompson, B
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2001, 61 (04) : 575 - 604
[3] Approximate confidence intervals for effect sizes
Algina, J
Keselman, HJ
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2003, 63 (04) : 537 - 553
[4] SAMPLE SIZES FOR CONSTRUCTING CONFIDENCE-INTERVALS AND TESTING HYPOTHESES
SEIGEL, D
STATISTICS IN MEDICINE, 1992, 11 (02) : 269 - 269
[5] SAMPLE SIZES FOR CONSTRUCTING CONFIDENCE-INTERVALS AND TESTING HYPOTHESES
BRISTOL, DR
STATISTICS IN MEDICINE, 1989, 8 (07) : 803 - 811
[6] Confidence intervals for effect sizes in analysis of variance
Bird, KD
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2002, 62 (02) : 197 - 226
[7] Confidence intervals and sample size calculations for the weighted eta-squared effect sizes in one-way heteroscedastic ANOVA
Shieh, Gwowen
BEHAVIOR RESEARCH METHODS, 2013, 45 (01) : 25 - 37
[8] Constructing Confidence Intervals for Effect Size Measures of an Indirect Effect
Lee, Sunbok
Lei, Man Kit
Brody, Gene H.
MULTIVARIATE BEHAVIORAL RESEARCH, 2015, 50 (06) : 600 - 613
[9] Confidence intervals and sample size calculations for the weighted eta-squared effect sizes in one-way heteroscedastic ANOVA
Gwowen Shieh
Behavior Research Methods, 2013, 45 : 25 - 37
[10] Improved Confidence Intervals for Differences Between Standardized Effect Sizes
Bird, Kevin D.
PSYCHOLOGICAL METHODS, 2023, 28 (05) : 1142 - 1153

← 1 2 3 4 5 →