4 papers
A Latent Variable Framework for Multiple Imputation with Non-ignorable Missingness: Analyzing Perceptions of Social Justice in Europe
Siliang Zhang, Yunxiao Chen, Jouni Kuha
This paper proposes a general multiple imputation approach for analyzing large-scale data with missing values. An imputation model is derived from a joint distribution induced by a…
Estimating the variance-covariance matrix of two-step estimates of latent variable models: A general simulation-based approach
Roberto Di Mari, Jouni Kuha
We propose a general procedure for estimating the variance-covariance matrix of two-step estimates of structural parameters in latent variable models. The method is partially simul…
Survey Experience and Nonresponse in an Online Probability Panel: A Survival Analysis
Katya Kostadintcheva, Jouni Kuha, Patrick Sturgis
We fit discrete time survival models to data from an online probability panel, where the outcome is the respondent first nonresponse to a survey invitation, following at least one…
Modelling Correlation Matrices in Multivariate Dyadic Data: Latent Variable Models for Intergenerational Exchanges of Family Support
Siliang Zhang, Jouni Kuha, Fiona Steele
We define a model for the joint distribution of multiple continuous latent variables which includes a model for how their correlations depend on explanatory variables. This is moti…