The Effects of Underextraction in Factor and Component Analyses

Analysis of a complex of statistical variables into principal components.

1933 • 8,511 citations

A rationale and test for the number of factors in factor analysis

1965 • 7,673 citations

The varimax criterion for analytic rotation in factor analysis

1958 • 7,113 citations

A First Course in Factor Analysis

2013 • 4,049 citations

Comparison of five rules for determining the number of components to retain.

1986 • 2,819 citations

Relation of sample size to the stability of component patterns.

1988 • 2,496 citations

Applied factor analysis

1970 • 2,496 citations

Determining the number of components from the matrix of partial correlations

1976 • 2,205 citations

The Scientific Use of Factor Analysis in Behavioral and Life Sciences

1978 • 2,047 citations

A First Course in Factor Analysis

1993 • 1,896 citations

PROMAX: A QUICK METHOD FOR ROTATION TO OBLIQUE SIMPLE STRUCTURE

1964 • 976 citations

BRITISH JOURNAL OF PSYCHOLOGY

1919 • 970 citations

Statistical Inference in Factor Analysis

1956 • 926 citations

Component Analysis versus Common Factor Analysis: Some issues in Selecting an Appropriate Procedure

1990 • 724 citations

The Vectors of Mind

1935 • 540 citations

Factors Influencing Four Rules For Determining The Number Of Components To Retain

1982 • 502 citations

Common methodological problems in factor analytic studies.

1978 • 461 citations

Structural Equation Models

1984 • 456 citations

THE STATISTICAL CONCEPTION OF MENTAL FACTORS

1937 • 437 citations

Multiple-Factor Analysis: A Development and Expansion of The Vectors of Mind.

1947 • 375 citations

Component Analysis versus Common Factor Analysis: Some Further Observations

1990 • 297 citations

THE DETERMINACY OF FACTOR SCORE MATRICES WITH IMPLICATIONS FOR FIVE OTHER BASIC PROBLEMS OF COMMON‐FACTOR THEORY¹

1955 • 230 citations

Multiple Factor Analysis: A Development and Expansion of "The Vectors of the Mind"

1948 • 230 citations

A comparison of factor analytic techniques

1968 • 178 citations

Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability

1957 • 176 citations

A Comparison Of Component And Factor Patterns: A Monte Carlo Approach

1982 • 172 citations

Introduction to modern factor analysis

1970 • 171 citations

A Numerical Procedure to Generate a Sample Covariance Matrix

1966 • 152 citations

The Effects of Overextraction on Factor and Component Analysis

1992 • 152 citations

Some new results on factor indeterminacy

1972 • 145 citations

On factors and factor scores

1967 • 144 citations

A comparison of four methods of constructing factor scores

1967 • 143 citations

A Comparison of Pattern Matching Indices

1991 • 109 citations

The Relation Between Factor Score Estimates, Image Scores, and Principal Component Scores

1976 • 98 citations

An Evaluation of the Effects of Variable Sampling On Component, Image, and Factor Analysis

1987 • 92 citations

Extracting the Correct Number of Factors in Factor Analysis

1958 • 88 citations

An Empirical Comparison of Factor, Image, Component, and Scale Scores

1992 • 59 citations

Some points of mathematical technique in the factorial analysis of ability.

1936 • 39 citations

Influence of chance error on simple structure: An empirical investigation of the effect of chance error and estimated communalities on simple structure in factorial analysis

1939 • 27 citations

A Computer Program to Generate Sample Correlation and Covariance Matrices

1975 • 20 citations