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Social and Behavioral Sciences Commons

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Faculty Publications

University of South Carolina

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Full-Text Articles in Social and Behavioral Sciences

Unrestricted Factor Analysis: A Powerful Alternative To Confirmatory Factor Analysis, Jan-Benedict E.M. Steenkamp, Alberto Maydeu-Olivares Jun 2022

Unrestricted Factor Analysis: A Powerful Alternative To Confirmatory Factor Analysis, Jan-Benedict E.M. Steenkamp, Alberto Maydeu-Olivares

Faculty Publications

The gold standard for modeling multiple indicator measurement data is confirmatory factor analysis (CFA), which has many statistical advantages over traditional exploratory factor analysis (EFA). In most CFA applications, items are assumed to be pure indicators of the construct they intend to measure. However, despite our best efforts, this is often not the case. Cross-loadings incorrectly set to zero can only be expressed through the correlations between the factors, leading to biased factor correlations and to biased structural (regression) parameter estimates. This article introduces a third approach, which has emerged in the psychometric literature, viz., unrestricted factor analysis (UFA). UFA …


Aggregate Vote Functions For The Us. Presidency, Senate, And House, Henry W. Chappell, Motoshi Suzuki Feb 1993

Aggregate Vote Functions For The Us. Presidency, Senate, And House, Henry W. Chappell, Motoshi Suzuki

Faculty Publications

Estimates vote functions for presidential, House and Senate elections following the premise that vote functions are likely to be related. Use of a seemingly unrelated regressions technique adapted to the case of unequal numbers of observations across equations; On-year versus mid-term congressional elections parameters; Influence of economic variables on election outcomes; Incumbency effects.