Eigenvalue Shrinkage in Principal Components Based Factor Analysis
Data up to Jan 2025
Total Citations Per Year
Abstract
References (32)
A rationale and test for the number of factors in factor analysis
1965 • 7,673 citations
An Introduction to the Theory of Statistics
1911 • 4,589 citations
A Note on the Multiplying Factors for Various χ2 Approximations
1954 • 2,119 citations
Multiple regression in psychological research and practice.
1968 • 1,171 citations
Factors Influencing Four Rules For Determining The Number Of Components To Retain
1982 • 502 citations
Introduction to the Theory of Statistics.
1964 • 487 citations
A Simulation Study of Alternatives to Ordinary Least Squares
1977 • 292 citations
Latent roots of random data correlation matrices with squared multiple correlations on the diagonal: A monte carlo study
1976 • 273 citations
A New Formula for Predicting the Shrinkage of the Coefficient of Multiple Correlation
1931 • 269 citations
The Behavior Of Number-Of-Factors Rules With Simulated Data
1982 • 258 citations
Factor analysis of the dental fear survey with cross-validation
1984 • 233 citations
Mathematical Tools for Applied Multivariate Analysis
1979 • 232 citations
Factor Comparability As A Means Of Determining The Number Of Factors And Their Rotation
1983 • 219 citations
Correlational Procedures for Research.
1979 • 209 citations
The study of sampling errors in factor analysis by means of artificial experiments.
1967 • 156 citations
Derivation of Theory by Means of Factor Analysis or Tom Swift and His Electric Factor Analysis Machine
1967 • 140 citations
Distortions In A Commonly Used Factor Analytic Procedure
1979 • 120 citations
Estimation of the predictive power of a regression model.
1980 • 109 citations
Do behavioral observation scales measure observation?
1982 • 106 citations
Mathematical Tools for Applied Multivariate Analysis
1976 • 88 citations
Correlational Procedures for Research
1979 • 60 citations
Estimation of cross-validated multiple correlation: A clarification.
1978 • 47 citations
The influence of communality, factor strength, and loading size on the sampling characteristics of factor loadings
1967 • 39 citations
Some reflections on general performance dimensions and halo rating error.
1982 • 39 citations
Identifiability of Spurious Factors Using Linear Factor Analysis with Binary Items
1983 • 39 citations
A NOTE ON HORN'S TEST FOR THE NUMBER OF FACTORS IN FACTOR ANALYSIS
1973 • 38 citations
FOOLING YOURSELF WITH CROSS‐VALIDATION: SINGLE SAMPLE DESIGNS
1983 • 36 citations
The future of partial correlation as a means to reduce halo in performance ratings.
1982 • 31 citations
The relation between sample and population characteristic vectors
1970 • 28 citations
A Computer Program to Generate Sample Correlation and Covariance Matrices
1975 • 20 citations
Factor analytic studies, 1971-1975
1979 • 2 citations
Deleted Work
1955 • 0 citations