|
|
|
|
|
Educ 231E - Statistical Analysis with Latent Variables
Cross-listed
as M231E (Spring 2004) |
Articles
Related to the Course |
- Muthén,
Bengt O. (1992). Latent variable modeling in epidemiology.
Alcohol Health & Research World, 16, 286-292. (4.66
MB)
- Joreskog,
K.G. (1969). A general approach to confirmatory maximum
likelihood factor analysis. Psychometrika, 34.
(4.79 MB)
- Van
Prooijen, J. and Van der Kloot, W.A. (2001). Confirmatory analysis
of exploratively obtained factor structures. Educational and
Psychological Measurement. 16(5). 777-792. (72.4
K)
- Muthén,
Bengt O. and Khoo, S.T. (1998). Longitudinal studies of achievement
growth using latent variable modeling. Learning and Individual
Differences, Special issue: latent growth curve analysis,
10, 73-101.
(1.21 MB)
- Llabre,
M.M., et al. (2001). Piecewise latent growth curve modeling of
systolic blood pressure reactivity and recovery from the cold
pressor test. Psychophysiology, 38, 951-960. (277
K)
- Muthén,
Bengt O. and Curran, P. General longitudinal modeling of individual
differences in experimental designs: a latent variable framework
for analysis and power estimation. Psychological Methods,
2, 371-402.
(4.17
MB)
- Eric
C. Brown, Richard F. Catalano, Charles B. Fleming, Kevin P. Haggerty,
and
Robert D. Abbott . Adolescent Substance Use Outcomes in the Raising
Healthy Children Project: A Two-Part Latent Growth Curve Analysis.
University of Washington. DRAFT. (727 K)
- Goodman,
L.A. (1974). Exploring latent structure analysis using both identifiable
and unidentifiable models. Biometrika, 61(2) pp. 215-231.
(1.92 MB)
- Muthén,
B. and Muthén, L. (2000). Integrating
person-centered and variable-centered analyses: Growth mixture
modeling with latent trajectory classes. Alcoholism: Clinical
and Experimental Research, 24, 882-891.
(131 K)
- Muthén,
B. (2001). Latent variable mixture modeling. In G.A. Marcoulides
& R.E. Schumacker (eds.), New Developments and Techniques
in Structural Equation Modeling (pp.1-33). Lawrence Earlbaum
Associates.
(2.33 MB)
- Muthén,
B. (2004). Latent variable analysis: Growth mixture modeling and
related techniques for longitudinal data. In D. Kaplan (ed.),
Handbook of Quantitative Methodology for the Social Sciences.
Newbury Park, CA: Sage Publications.
In press. (1.84 MB)
- Schafer, J. L.
& Graham, J. W. (2002). Missing data: our view of the state
of the art. Psychological Methods, 7(2), 147-177. (Coming
soon.)
- Muthén,
L.K. & Muthén, B.O. (2002). How to use a Monte Carlo
study to decide on sample size and determine power. Structural
Equation Modeling, 4, 599-620. (45 K)
|
|
|
|