Recent & Upcoming Talks | Dr. Kristian Kleinke

Recent & Upcoming Talks

2023

Robust multiple imputation based on quantile forests

Feb 9, 2023 3:00 PM Bielefeld, Germany

Multiple imputation of incomplete panel data based on a piecewise growth curve model

Feb 9, 2023 11:00 AM Bielefeld, Germany

2021

Invited Talk / Seminar at Georgetown University, Washington DC

Nov 12, 2021 10:00 AM Online via Zoom

Multiple imputation of zero‐inflated longitudinal count data based on a piecewise growth curve model

Sep 16, 2021 12:00 AM Mannheim

How to and how not to impute incomplete count data

Paper will be published in the conference proceedings

Jul 21, 2021 12:00 AM Valencia, Spain

2019

Parametric, semiparametric, nonparametric? How to impute missing data when convenient model assumptions are violated

Sep 16, 2019 11:00 AM University of Kiel, Germany

The development of delinquency during adolescence: a comparison of missing data techniques revisited

Apr 6, 2019 11:00 AM Universität Eichstätt-Ingolstadt, Campus Ingolstadt.

2018

Multiple imputation of interaction terms and nonlinear associations in multilevel models when model assumptions are violated

Sep 19, 2018 3:45 PM Frankfurt am Main, Germany

Proper multiple imputation of clustered or panel data

Jul 26, 2018 11:00 AM Colchester, Essex, UK

2017

2 Talks at the 2017 ESRA conference

How robust are multiple imputation based inferences in multilevel models? (Martin Spiess, Kristian Kleinke) Abstract: Multilevel models are usually based on strong distributional assumptions, like the multivariate normal, for all the random components.

Jul 20, 2017 11:00 AM Lisbon, Portugal

2016

Multiple imputation of incomplete count data - the countimp package in R

Sep 20, 2016 10:00 AM Münster, Germany

Multiple Imputation of Multilevel Data by Two-Level Predictive Mean Matching

Sep 20, 2016 12:00 AM Leipzig, Germany

Multiple imputation by predictive mean matching when sample sizes are small

Jul 29, 2016 3:00 PM Palma de Mallorca, Spain