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3 Things You Should NOT Do with Missing Data

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Apr 4, 2024
18:49

QuantFish instructor and statistical consultant Dr. Christian Geiser discusses three common mistakes when dealing with missing data. See also references at the very bottom. #Mplus #statistics #SPSS #missingdata #mplusforbeginners #sem #cfa #regressionanalysis #fiml #mar #mcar #geiser #quantfish #statisticalanalysis #stats #statisticstutorials #dataanalysis FREE weekly stats tips: https://mailchi.mp/goquantfish.com/newsletter FREE statistics workshops: https://www.goquantfish.com/collections/free-courses Get Dr. Geiser's FREE MPLUS FOR BEGINNERS COURSE: https://www.goquantfish.com/courses/mplus-for-beginners FREE MPLUS SAMPLE SIZE PLANNING & SIMULATION MINI-COURSE: https://www.goquantfish.com/courses/sample-size-planning-in-mplus MISSING DATA HANDLING IN MPLUS COURSE: https://www.goquantfish.com/courses/missing-data-analysis-with-mplus CFA & SEM WITH MPLUS COURSE: https://www.goquantfish.com/courses/mplus-from-scratch Dr. Geiser's BOOKS: ****Longitudinal Structural Equation Modeling with Mplus: https://amzn.to/3ekOLOW ****Data Analysis with Mplus: https://amzn.to/3eg9vY4 ON-DEMAND MPLUS COURSES: ****Mplus from Scratch: https://www.goquantfish.com/courses/mplus-from-scratch ****Multilevel Modeling with Mplus: https://www.goquantfish.com/courses/multilevel-modeling-with-mplus ****Latent Class Analysis with Mplus: https://www.goquantfish.com/courses/latent-class-analysis-with-mplus GET IN TOUCH with DR. GEISER: ****Facebook: https://www.facebook.com/ChristianGeiserAuthor ****Website: https://christiangeiser.com ABOUT THIS INSTRUCTOR: Dr. Christian Geiser is a quantitative psychologist, author of two books on Mplus, and a leader in the development of latent variable techniques for complex data. With his accessible books and sought-after workshops, he has helped thousands of researchers and students around the world to achieve their analytic goals. Visit his website at christiangeiser.com. ABOUT QUANTFISH: We bring top-level stats training from the world's leading methodologists to researchers and students all over the world. Learn more at https://goquantfish.com. Some affiliate links may be included at no additional cost to purchasers. References Baraldi, A. N., & Enders, C. K. (2010). An introduction to modern missing data analyses. Journal of School Psychology, 48(1), 5-37. Enders, C. K. (2022). Applied missing data analysis (2nd ed.). New York: Guilford Publications. Graham, J. W. (2003). Adding missing-data-relevant variables to FIML-based structural equation models. Structural Equation Modeling, 10(1), 80-100. Schafer, J. L., & Graham, J. W. (2002). Missing data: Our view of the state of the art. Psychological Methods, 7(2), 147–177.

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3 Things You Should NOT Do with Missing Data | NatokHD