Nadja Klein

Available identifiers

List of research outcomes

Publication	Date of Publication	Type
Flexible specification testing in quantile regression models	2024-03-15	Paper
Generalized Additive Models for Location, Scale and Shape	2024-02-05	Paper
Bayesian variable selection for non‐Gaussian responses: a marginally calibrated copula approach	2023-10-17	Paper
Marginally calibrated response distributions for end-to-end learning in autonomous driving	2023-06-05	Paper
Multivariate conditional transformation models	2023-01-05	Paper
Variational inference and sparsity in high-dimensional deep Gaussian mixture models	2022-10-07	Paper
A non-stationary model for spatially dependent circular response data based on wrapped Gaussian processes	2022-10-07	Paper
Marginally Calibrated Deep Distributional Regression	2022-03-29	Paper
Assessment and Adjustment of Approximate Inference Algorithms Using the Law of Total Variance	2022-03-29	Paper
BAMLSS: Bayesian Additive Models for Location, Scale, and Shape (and Beyond)	2022-03-28	Paper
Bayesian Multivariate Distributional Regression With Skewed Responses and Skewed Random Effects	2022-03-28	Paper
Candidate-gene association analysis for a continuous phenotype with a spike at zero using parent-offspring trios	2022-03-01	Paper
Correcting for sample selection bias in Bayesian distributional regression models	2022-02-18	Paper
Bayesian effect selection in structured additive distributional regression models	2021-12-06	Paper
Directional bivariate quantiles: a robust approach based on the cumulative distribution function	2021-01-15	Paper
Modelling regional patterns of inefficiency: a Bayesian approach to geoadditive panel stochastic frontier analysis with an application to cereal production in England and Wales	2020-02-11	Paper
Implicit copulas from Bayesian regularized regression smoothers	2020-01-29	Paper
Modular regression -- a Lego system for building structured additive distributional regression models with tensor product interactions	2019-09-18	Paper
Rejoinder on ``Modular regression -- a Lego system for building structured additive distributional regression models with tensor product interactions	2019-09-18	Paper
Multivariate effect priors in bivariate semiparametric recursive Gaussian models	2019-05-24	Paper
BAMLSS: Bayesian Additive Models for Location, Scale, and Shape (and Beyond)	2018-06-14	Paper
Boosting joint models for longitudinal and time‐to‐event data	2017-12-14	Paper
Studying the relationship between a woman's reproductive lifespan and age at menarche using a Bayesian multivariate structured additive distributional regression model	2017-12-14	Paper
Bayesian Generalized Additive Models for Location, Scale, and Shape for Zero-Inflated and Overdispersed Count Data	2017-10-13	Paper
Scale-dependent priors for variance parameters in structured additive distributional regression	2017-03-14	Paper
Structured additive distributional regression for analysing landings per unit effort in fisheries research	2016-12-27	Paper
Correction: Bayesian structured additive distributional regression with an application to regional income inequality in Germany	2016-09-09	Paper
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach	2016-07-19	Paper
Bayesian structured additive distributional regression with an application to regional income inequality in Germany	2015-10-28	Paper
Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape	2014-09-22	Paper

Research outcomes over time

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