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PSY781 - Advanced Quant
Home
Syllabus
Reading Responses
Publicly Available Data
Week 1 - Overview
Week 2 - Questions
Week 4 - Observational
Week 5 - Quasi-Exp. I
Week 6 - Quasi-Exp. II
Week 8 - Med & Mod
Week 9 - SEM
Week 10 - LCA
Week 12 - P. Pres.
Week 13 - Longitudinal
Week 14 - MLM
Week 15 - SNA
Week 16 - Troubleshooting
Week 17 - Software
Week 18 - Final Pres.
Resources
PSY781 - Advanced Quant
Week 16
Missing Data & Troubleshooting
Missing Data:
Graham, J. W. (2009).
Missing data analysis: Making it work in the real world
.
Annual Review of Psychology, 60
, 549–576.
Jorgensen, T. D., Forney, K. J., Hall, J. A., & Giles, S. M. (2018).
Using modern methods for missing data analysis with the social relations model: A bridge to social network analysis
.
Social networks
,
54
, 26-40.
Pampaka, M., Hutcheson, G., & Williams, J. (2016).
Handling missing data: analysis of a challenging data set using multiple imputation
.
International Journal of Research & Method in Education
,
39
(1), 19-37.
Statistical Power Issues:
Arend, M. G., & Schäfer, T. (2019).
Statistical power in two-level models: A tutorial based on Monte Carlo simulation
.
Psychological Methods
, 24(1), 1-19.
Tein, J. Y., Coxe, S., & Cham, H. (2013).
Statistical power to detect the correct number of classes in latent profile analysis
.
Structural Equation Modeling: A multidisciplinary journal
,
20
(4), 640-657.
Modeling Debates:
Hooper, D., Coughlan, J., & Mullen, M. (2008).
Structural equation modelling: Guidelines for determining model fit
.
Journal of Business Research Methods, 6
, 52-60.
Hayduk, L. A., & Littvay, L. (2012).
Should researchers use single indicators, best indicators, or multiple indicators in structural equation models?
.
BMC Medical Research Methodology
,
12
(1), 159.
Barrett P. (2007).
Structural equation modelling: Adjudging model fit
.
Personality and Individual Differences, 42,
815–824.
Hayduk LA, Cummings GG, Boadu K, Pazderka-Robinson H, Boulianne S (2007)
Testing! Testing! One, two, three – Testing the theory in structural equation models!
Personality and Individual Differences, 42
, 841–850.
McIntosh CN (2007)
Rethinking fit assessment in structural equation modelling: A commentary and elaboration on Barrett
.
Personality and Individual Differences, 42,
859–867.
Steiger, J. H. (2007).
Understanding the limitations of global fit assessment in structural equation modeling
.
Personality and Individual differences
,
42
(5), 893-898.
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