Re: Multiple imputation question

Posted by Joost van Ginkel on Apr 07, 2021; 12:31pm
URL: http://spssx-discussion.165.s1.nabble.com/Multiple-imputation-question-tp5740383p5740404.html

Dear Kirill,

 

I can give you the references of my most relevant contributions to the field:

 

Van Wingerde, B. & Van Ginkel, J. (2021). SPSS syntax for combining results of Principal Component Analysis of multiply imputed data sets using Generalized Procrustes Analysis. Applied Psychological Measurement. doi: 10.1177/0146621621990757

 

Van Ginkel, J.R. (2020). Standardized regression coefficients and newly proposed estimators for R² in multiply imputed data. Psychometrika, 85, 185–205. doi: 10.1007/s11336-020-09696-4

 

Van Ginkel, J.R. (2019). Significance tests and estimates for R² for multiple regression in multiply imputed datasets: a cautionary note on earlier findings, and alternative solutions. Multivariate Behavioral Research, 54, 514-529. doi: 10.1080/00273171.2018.1540967

 

Van Ginkel, J.R. Linting, M., Rippe, R.C.A., & Van der Voort, A. (2020). Rebutting existing misconceptions about multiple imputation as a method for handling missing data. Journal of Personality Assessment, 102, 297-308. doi: 10.1080/00223891.2018.1530680

 

Van Ginkel, J.R. & Kroonenberg, P.M. (2014a). Using Generalized Procrustes analysis for multiple imputation in principal component analysis. Journal of Classification, 31, 242-269. doi: 10.1007/s00357-014-9154-y

 

Van Ginkel, J.R. & Kroonenberg, P.M. (2014b). Analysis of variance of multiply imputed data. Multivariate Behavioral Research, 49, 78-91. doi:10.1080/00273171.2013.855890

 

Please, let me know if there are any references that you can’t get access to you. I could send them to you personally.

 

Best,

 

Joost

 

From: Kirill Orlov <[hidden email]>
Sent: Wednesday, April 7, 2021 2:11 PM
To: Ginkel, J.R. van <[hidden email]>; [hidden email]
Subject: Re: Multiple imputation question

 

Oh, bravo!
Are your paper and other papers mentioned here available for free somewhere? Do you have a site where one can download them?

07.04.2021 15:03, Ginkel, J.R. van пишет:

In case of Exploratory Factor Analysis without any statistical tests you are right. As a matter of fact, Van Ginkel and Kroonenberg (2014) studied this option (averaging a correlation matrix) in the context of pooling the results of PCA, together with two other methods (averaging component loadings and Generalized Procrustes Analysis).

 

From: SPSSX(r) Discussion [hidden email] On Behalf Of Kirill Orlov
Sent: Wednesday, April 7, 2021 1:58 PM
To: [hidden email]
Subject: Re: Multiple imputation question

 

 

 

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