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1

Bayesian Generalized Additive Models for Location, Scale, and Shape for Zero-Inflated and Overdispersed Count Data

Klein, Nadja, Kneib, Thomas, Lang, Stefan

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 1.80 MB

english, 2015

2

Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape

Klein, Nadja, Denuit, Michel, Lang, Stefan, Kneib, Thomas

Journal:

Insurance: Mathematics and Economics

Year:

2014

Language:

english

File:

PDF, 12.31 MB

english, 2014

3

Flexible Bayesian Regression Modelling || Bayesian mixed binary-continuous copula regression with an application to childhood undernutrition

Year:

2020

File:

PDF, 2.06 MB

2020

4

Cold War spy satellite images reveal long-term declines of a philopatric keystone species in response to cropland expansion

Munteanu, Catalina, Kamp, Johannes, Nita, Mihai Daniel, Klein, Nadja, Kraemer, Benjamin M., MÃ¼ller, Daniel, Koshkina, Alyona, Prishchepov, Alexander V., Kuemmerle, Tobias

Journal:

Proceedings Biological Sciences

Year:

2020

File:

PDF, 1.25 MB

2020

5

Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach

Klein, Nadja, Kneib, Thomas

Journal:

Statistics and Computing

Year:

2016

Language:

english

File:

PDF, 4.48 MB

english, 2016

6

Bayesian structured additive distributional regression with an application to regional income inequality in Germany

Klein, Nadja, Kneib, Thomas, Lang, Stefan, Sohn, Alexander

Journal:

The Annals of Applied Statistics

Year:

2015

Language:

english

File:

PDF, 1.12 MB

english, 2015

7

Scale-Dependent Priors for Variance Parameters in Structured Additive Distributional Regression

Klein, Nadja, Kneib, Thomas

Journal:

Bayesian Analysis

Year:

2016

Language:

english

File:

PDF, 1.09 MB

english, 2016

8

Editorial “Joint modeling of longitudinal and time-to-event data and beyond”

Cadarso Suárez, Carmen, Klein, Nadja, Kneib, Thomas, Molenberghs, Geert, Rizopoulos, Dimitris

Journal:

Biometrical Journal

Year:

2017

Language:

english

File:

PDF, 42 KB

english, 2017

9

BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond)

Umlauf, Nikolaus, Klein, Nadja, Zeileis, Achim

Journal:

Journal of Computational and Graphical Statistics

Year:

2017

Language:

english

File:

PDF, 4.28 MB

english, 2017

10

Non-stationary spatial regression for modelling monthly precipitation in Germany

Marques, Isa, Klein, Nadja, Kneib, Thomas

Journal:

Spatial Statistics

Year:

2019

Language:

english

File:

PDF, 2.67 MB

english, 2019

11

Penetration of dacarbazine and its active metabolite 5-aminoimidazole-4-carboxamide into cutaneous metastases of human malignant melanoma

Christian Joukhadar, Nikolas Klein, Robert M. Mader, Claudia Schrolnberger, Blanka Rizovski, Elisabeth Heere-Ress, Hubert Pehamberger, Nadja Strauchmann, Burkhard Jansen, Markus Müller

Journal:

Year:

2001

Language:

english

File:

PDF, 235 KB

english, 2001

12

Expression, purification, and biochemical characterization of a recombinant Iectin of Sarcocystis muris (Apicomplexa) cyst merozoites

Harald Klein, Bettina Loschner, Nadja Zyto, Monika Portner, Thomas Montag

Journal:

Glycoconjugate Journal

Year:

1998

Language:

english

File:

PDF, 346 KB

english, 1998

13

Leucine-rich repeat kinase 2 induces α-synuclein expression via the extracellular signal-regulated kinase pathway

Iria Carballo-Carbajal, Susanne Weber-Endress, Giorgio Rovelli, Diane Chan, Benjamin Wolozin, Christian L. Klein, Nadja Patenge, Thomas Gasser, Philipp J. Kahle

Journal:

Cellular Signalling

Year:

2010

Language:

english

File:

PDF, 699 KB

english, 2010

14

Activation of the epidermal growth factor receptor promotes lymphangiogenesis in the skin

Marino, Daniela, Angehrn, Yvonne, Klein, Sarah, Riccardi, Sabrina, Baenziger-Tobler, Nadja, Otto, Vivianne I., Pittelkow, Mark, Detmar, Michael

Journal:

Journal of Dermatological Science

Year:

2013

Language:

english

File:

PDF, 3.97 MB

english, 2013

15

Gesundheit-Sport-Biografie-Survey

Becker, Simone, Keller, Anne, Kaiser, Nadja, Klein, Thomas

Journal:

Prävention und Gesundheitsförderung

Year:

2014

Language:

german

File:

PDF, 706 KB

german, 2014

16

A Tail of Two Sites: A Bipartite Mechanism for Recognition of Notch Ligands by Mind Bomb E3 Ligases

McMillan, Brian J., Schnute, Björn, Ohlenhard, Nadja, Zimmerman, Brandon, Miles, Laura, Beglova, Natalia, Klein, Thomas, Blacklow, Stephen C.

Journal:

Year:

2015

Language:

english

File:

PDF, 4.17 MB

english, 2015

17

Bayesian structured additive distributional regression for multivariate responses

Klein, Nadja, Kneib, Thomas, Klasen, Stephan, Lang, Stefan

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2015

Language:

english

File:

PDF, 3.18 MB

english, 2015

18

Modelling Hospital Admission and Length of Stay by Means of Generalised Count Data Models

Herwartz, Helmut, Klein, Nadja, Strumann, Christoph

Journal:

Journal of Applied Econometrics

Year:

2015

Language:

english

File:

PDF, 1.64 MB

english, 2015

19

A Tail of Two Sites: A Bipartite Mechanism for Recognition of Notch Ligands by Mind Bomb E3 Ligases

McMillan, Brian J., Schnute, Björn, Ohlenhard, Nadja, Zimmerman, Brandon, Miles, Laura, Beglova, Natalia, Klein, Thomas, Blacklow, Stephen C.

Journal:

Year:

2015

File:

PDF, 94 KB

2015

20

Anionic Lipids Modulate the Activity of the Aquaglyceroporin GlpF

Klein, Noreen, Hellmann, Nadja, Schneider, Dirk

Journal:

Biophysical Journal

Year:

2015

Language:

english

File:

PDF, 1.18 MB

english, 2015

21

Tracking the Activation of Stat5 through the Expression of an Inducible Reporter Gene in a Transgenic Mouse Line

Bednorz, Nadja Lydia, Brill, Boris, Klein, Andreas, Gäbel, Katrin, Groner, Bernd

Journal:

Year:

2011

Language:

english

File:

PDF, 2.88 MB

english, 2011

22

Landscape simplification filters species traits and drives biotic homogenization

Gámez-Virués, Sagrario, Perović, David J., Gossner, Martin M., Börschig, Carmen, Blüthgen, Nico, de Jong, Heike, Simons, Nadja K., Klein, Alexandra-Maria, Krauss, Jochen, Maier, Gwen, Scherber, Christ

Journal:

Nature Communications

Year:

2015

Language:

english

File:

PDF, 819 KB

english, 2015

23

Corridors restore animal-mediated pollination in fragmented tropical forest landscapes

Kormann, Urs, Scherber, Christoph, Tscharntke, Teja, Klein, Nadja, Larbig, Manuel, Valente, Jonathon J., Hadley, Adam S., Betts, Matthew G.

Journal:

Proceedings Biological Sciences

Year:

2016

Language:

english

File:

PDF, 707 KB

english, 2016

24

Analysing farmland rental rates using Bayesian geoadditive quantile regression

März, Alexander, Klein, Nadja, Kneib, Thomas, Musshoff, Oliver

Journal:

European Review of Agricultural Economics

Year:

2016

Language:

english

File:

PDF, 3.72 MB

english, 2016

25

Structured additive distributional regression for analysing landings per unit effort in fisheries research

Mamouridis, Valeria, Klein, Nadja, Kneib, Thomas, Cadarso Suarez, Carmen, Maynou, Francesc

Journal:

Mathematical Biosciences

Year:

2017

Language:

english

File:

PDF, 1.10 MB

english, 2017

26

Boosting joint models for longitudinal and time-to-event data

Waldmann, Elisabeth, Taylor-Robinson, David, Klein, Nadja, Kneib, Thomas, Pressler, Tania, Schmid, Matthias, Mayr, Andreas

Journal:

Biometrical Journal

Year:

2017

Language:

english

File:

PDF, 443 KB

english, 2017

27

Correction: Bayesian structured additive distributional regression with an application to regional income inequality in Germany

Klein, Nadja, Kneib, Thomas, Lang, Stefan, Sohn, Alexander

Journal:

The Annals of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 35 KB

english, 2016

28

Studying the relationship between a woman's reproductive lifespan and age at menarche using a Bayesian multivariate structured additive distributional regression model

Duarte, Elisa, de Sousa, Bruno, Cadarso-Suárez, Carmen, Klein, Nadja, Kneib, Thomas, Rodrigues, Vítor

Journal:

Biometrical Journal

Year:

2017

Language:

english

File:

PDF, 2.61 MB

english, 2017

29

Integrating multivariate conditionally autoregressive spatial priors into recursive bivariate models for analyzing environmental sensitivity of mussels

Thaden, Hauke, Pata, María P., Klein, Nadja, Cadarso-Suárez, Carmen, Kneib, Thomas

Journal:

Spatial Statistics

Year:

2017

Language:

english

File:

PDF, 1.47 MB

english, 2017

30

Bayesian Multivariate Distributional Regression with Skewed Responses and Skewed Random Effects

Michaelis, Patrick, Klein, Nadja, Kneib, Thomas

Journal:

Journal of Computational and Graphical Statistics

Year:

2017

Language:

english

File:

PDF, 1023 KB

english, 2017

31

Sonographic study of repair, gapping and tendon bowstringing after primary flexor digitorum profundus repair in zone 2

Reissner, Lisa, Zechmann-Mueller, Nadja, Klein, Holger Jan, Calcagni, Maurizio, Giesen, Thomas

Journal:

The Journal of Hand Surgery (Asian-Pacific Volume)

Year:

2018

Language:

english

File:

PDF, 217 KB

english, 2018

32

Studying the occurrence and burnt area of wildfires using zero-one-inflated structured additive beta regression

Ríos-Pena, Laura, Kneib, Thomas, Cadarso-Suárez, Carmen, Klein, Nadja, Marey-Pérez, Manuel

Journal:

Environmental Modelling & Software

Year:

2018

Language:

english

File:

PDF, 2.73 MB

english, 2018

33

A KAT6A variant in a family with autosomal dominantly inherited microcephaly and developmental delay

Trinh, Joanne, Hüning, Irina, Yüksel, Zafer, Baalmann, Nadja, Imhoff, Sophie, Klein, Christine, Rolfs, Arndt, Gillessen-Kaesbach, Gabriele, Lohmann, Katja

Journal:

Journal of Human Genetics

Year:

2018

Language:

english

File:

PDF, 688 KB

english, 2018

34

The Transcriptional Profile of Mesenchymal Stem Cell Populations in Primary Osteoporosis Is Distinct and Shows Overexpression of Osteogenic Inhibitors

Benisch, Peggy, Schilling, Tatjana, Klein-Hitpass, Ludger, Frey, Sönke P., Seefried, Lothar, Raaijmakers, Nadja, Krug, Melanie, Regensburger, Martina, Zeck, Sabine, Schinke, Thorsten, Amling, Michael,

Journal:

Year:

2012

Language:

english

File:

PDF, 378 KB

english, 2012

35

More green space is related to less antidepressant prescription rates in the Netherlands: A Bayesian geoadditive quantile regression approach

Helbich, Marco, Klein, Nadja, Roberts, Hannah, Hagedoorn, Paulien, Groenewegen, Peter P.

Journal:

Environmental Research

Year:

2018

Language:

english

File:

PDF, 962 KB

english, 2018

36

5-HT 2A Receptor Binding in the Frontal Cortex of Parkinson’s Disease Patients and Alpha-Synuclein Overexpressing Mice: A Postmortem Study

Rasmussen, Nadja Bredo, Olesen, Mikkel Vestergaard, Brudek, Tomasz, Plenge, Per, Klein, Anders Bue, Westin, Jenny E., Fog, Karina, Wörtwein, Gitta, Aznar, Susana

Journal:

Parkinson's Disease

Year:

2016

Language:

english

File:

PDF, 1.52 MB

english, 2016

37

Quality and resource efficiency in hospital service provision: A geoadditive stochastic frontier analysis of stroke quality of care in Germany

Pross, Christoph, Strumann, Christoph, Geissler, Alexander, Herwartz, Helmut, Klein, Nadja, Arrieta, Alejandro

Journal:

Year:

2018

Language:

english

File:

PDF, 11.06 MB

english, 2018

38

Mixed binary-continuous copula regression models with application to adverse birth outcomes

Klein, Nadja, Kneib, Thomas, Marra, Giampiero, Radice, Rosalba, Rokicki, Slawa, McGovern, Mark E.

Journal:

Statistics in Medicine

Year:

2018

Language:

english

File:

PDF, 1.41 MB

english, 2018

39

Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions

Kneib, Thomas, Klein, Nadja, Lang, Stefan, Umlauf, Nikolaus

Journal:

Year:

2019

File:

PDF, 2.82 MB

2019

40

Rejoinder on: Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions

Kneib, Thomas, Klein, Nadja, Lang, Stefan, Umlauf, Nikolaus

Journal:

Year:

2019

Language:

english

File:

PDF, 176 KB

english, 2019

41

Directional bivariate quantiles: a robust approach based on the cumulative distribution function

Klein, Nadja, Kneib, Thomas

Journal:

AStA Advances in Statistical Analysis

Year:

2019

Language:

english

File:

PDF, 2.30 MB

english, 2019

42

Lithium and glutamine synthetase: Protective effects following stress

Mundorf, Annakarina, Knorr, Alexandra, Mezö, Charlotte, Klein, Christina, Beyer, Dominik KE, Fallgatter, Andreas J, Schwarz, Michael, Freund, Nadja

Journal:

Psychiatry Research

Year:

2019

Language:

english

File:

PDF, 1012 KB

english, 2019

43

Lithium and glutamine synthetase: Protective effects following stress

Mundorf, Annakarina, Knorr, Alexandra, Mezö, Charlotte, Klein, Christina, Beyer, Dominik KE, Fallgatter, Andreas J, Schwarz, Michael, Freund, Nadja

Journal:

Psychiatry Research

Year:

2019

File:

PDF, 1012 KB

2019

44

Modelling regional patterns of inefficiency: A Bayesian approach to geoadditive panel stochastic frontier analysis with an application to cereal production in England and Wales

Klein, Nadja, Herwartz, Helmut, Kneib, Thomas

Journal:

Journal of Econometrics

Year:

2019

Language:

english

File:

PDF, 1.56 MB

english, 2019

45

Candidate-gene association analysis for a continuous phenotype with a spike at zero using parent-offspring trios

Klein, Nadja, Entwistle, Andrew, Rosenberger, Albert, Kneib, Thomas, Bickeböller, Heike

Journal:

Journal of Applied Statistics

Year:

2019

Language:

english

File:

PDF, 1.58 MB

english, 2019

46

Candidate-gene association analysis for a continuous phenotype with a spike at zero using parent-offspring trios

Klein, Nadja, Entwistle, Andrew, Rosenberger, Albert, Kneib, Thomas, Bickeböller, Heike

Journal:

Journal of Applied Statistics

Year:

2019

File:

PDF, 1.58 MB

2019

47

Bayesian Inference for Regression Copulas

Smith, Michael Stanley, Klein, Nadja

Journal:

Journal of Business and Economic Statistics

Year:

2020

Language:

english

File:

PDF, 4.40 MB

english, 2020

48

Mixed DiscreteâContinuous Regression â A Novel Approach Based on Weight Functions

Michaelis, Patrick, Klein, Nadja, Kneib, Thomas

Journal:

Year:

2020

Language:

english

File:

PDF, 1.25 MB

english, 2020

49

Marginally-calibrated deep distributional regression

Klein, Nadja, Nott, David J., Smith, Michael Stanley

Journal:

Journal of Computational and Graphical Statistics

Year:

2020

File:

PDF, 1.45 MB

2020

50

Bayesian variable selection for nonâGaussian responses: a marginally calibrated copula approach

Klein, Nadja, Smith, Michael Stanley

Journal:

Year:

2020

File:

PDF, 1.80 MB

2020