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- Bengt Muthén
- 2004

This chapter gives an overview of recent advances in latent variable analysis. Emphasis is placed on the strength of modeling obtained by using a flexible combination of continuous and categorical… (More)

Exploratory factor analysis (EFA) has been said to be the most frequently used multivariate analysis technique in statistics. Jennrich and Sampson (1966) solved a significant EFA factor loading… (More)

- Gitta H. Lubke, Bengt Muthén
- Psychological methods
- 2005

Sources of population heterogeneity may or may not be observed. If the sources of heterogeneity are observed (e.g., gender), the sample can be split into groups and the data analyzed with methods for… (More)

This paper discusses alternatives to single-step mixture modeling. A 3step method for latent class predictor variables is studied in several different settings including latent class analysis, latent… (More)

- Herbert W. Marsh, Oliver Lüdtke, +4 authors Benjamin Nagengast
- Psychological assessment
- 2010

NEO instruments are widely used to assess Big Five personality factors, but confirmatory factor analyses (CFAs) conducted at the item level do not support their a priori structure due, in part, to… (More)

- Herbert W. Marsh, Bengt Muthén, +4 authors Ulrich Trautwein
- 2009

Exploratory Structural Equation Modeling, Integrating CFA and EFA: Application to Students' Evaluations of University Teaching Herbert W. Marsh a; Bengt Muthén b; Tihomir Asparouhov c; Oliver Lüdtke… (More)

- Bengt Muthén
- 2011

This paper summarizes some of the literature on causal effects in mediation analysis. It presents causally-defined direct and indirect effects for continuous, binary, ordinal, nominal, and count… (More)

- Oliver Lüdtke, Herbert W. Marsh, Alexander Robitzsch, Ulrich Trautwein, Tihomir Asparouhov, Bengt Muthén
- Psychological methods
- 2008

In multilevel modeling (MLM), group-level (L2) characteristics are often measured by aggregating individual-level (L1) characteristics within each group so as to assess contextual effects (e.g.,… (More)

- Bengt Muthén
- 2003

This commentary discusses the Bauer and Curran (2002) investigation of growth mixture modeling. Single-class modeling of non-normal outcomes is compared to modeling with multiple latent trajectory… (More)

This paper proposes a general latent variable approach to discrete-time survival analysis of non-repeatable events such as onset of drug use. It is shown how the survival analysis can be formulated… (More)