3 papers
stat.CO2024
spar: Sparse Projected Averaged Regression in R
Roman Parzer, Laura Vana-Gür, Peter Filzmoser
Package spar for R builds ensembles of predictive generalized linear models with high-dimensional predictors. It employs an algorithm utilizing variable screening and random projec…
stat.ME2024
A joint model of correlated ordinal and continuous variables
Laura Vana-Gür, Rainer Hirk
In this paper we build a joint model which can accommodate for binary, ordinal and continuous responses, by assuming that the errors of the continuous variables and the errors unde…
stat.ME2024
Multivariate ordinal regression for multiple repeated measurements
Laura Vana-Gür
In this paper we propose a multivariate ordinal regression model which allows the joint modeling of three-dimensional panel data containing both repeated and multiple measurements…