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FACTOR ANALYSIS AT 100
Historical Developments and Future Directions

Edited by
Robert Cudeck
The Ohio State University
and
Robert C. MacCallum
University of North Carolina at Chapel Hill

1 Factor Analysis in the Year 2004: Still Spry at 100 1
Robert Cudeck
2 Three Faces of Factor Analysis 9
David J. Bartholomew
3 Remembering L. L. Thurstone 23
Lyle V. Jones
4 Rethinking Thurstone 35
R. Darrell Bock
5 Factor Analysis and Its Extensions 47
Karl G J¨oreskog
6 On the Origins of Latent Curve Models 79
Kenneth A. Bollen
7 Five Steps in the Structural Factor Analysis of
Longitudinal Data 99
John J. McArdle
8 Factorial Invariance: Historical Perspectives
and New Problems 131
Roger E. Millsap and William Meredith
9 Factor Analysis Models as Approximations 153
Robert C. MacCallum, Michael W. Browne, and Li Cai
10 Common Factors Versus Components: Principals
and Principles, Errors and Misconceptions 177
Keith F. Widaman
11 Understanding Human Intelligence Since Spearman 205
John L. Horn and John J. McArdle
12 Factoring at the Individual Level: Some Matters
for the Second Century of Factor Analysis 249
John R. Nesselroade
13 Developments in the Factor Analysis of Individual
Time Series 265
Michael W. Browne and Guangjian Zhang
14 Factor Analysis and Latent Structure of Categorical
and Metric Data 293
Irini Moustaki
15 Rotation Methods, Algorithms, and Standard Errors 315
Robert I. Jennrich
16 A Review of Nonlinear Factor Analysis
and Nonlinear Structural Equation Modeling 337
Melanie M. Wall and Yasuo Amemiya