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1

Bayesian inference for generalized additive mixed models based on Markov random field priors

Ludwig Fahrmeir, Stefan Lang

Journal:

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

Year:

2001

Language:

english

File:

PDF, 549 KB

english, 2001

2

Exploring Competition Performance in Decathlon Using Semi-Parametric Latent Variable Models

Wimmer, Valentin, Fenske, Nora, Pyrka, Patricia, Fahrmeir, Ludwig

Journal:

Journal of Quantitative Analysis in Sports

Year:

2011

Language:

english

File:

PDF, 954 KB

english, 2011

3

Consistency and Asymptotic Normality of the Maximum Likelihood Estimator in Generalized Linear Models

Ludwig Fahrmeir and Heinz Kaufmann

Journal:

The Annals of Statistics

Year:

1985

Language:

english

File:

PDF, 1.91 MB

english, 1985

4

Dynamic Stochastic Models for Time-Dependent Ordered Paired Comparison Systems

Fahrmeir, Ludwig, Tutz, Gerhard

Journal:

Journal of the American Statistical Association

Year:

1994

Language:

english

File:

PDF, 1.13 MB

english, 1994

5

Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data || Spatial Smoothing, Interactions and Geoadditive Regression

Fahrmeir, Ludwig, Kneib, Thomas

Year:

2011

Language:

english

File:

PDF, 114 KB

english, 2011

6

Structured additive regression for overdispersed and zero-inflated count data

Ludwig Fahrmeir, Leyre Osuna Echavarría

Journal:

Applied Stochastic Models in Business and Industry

Year:

2006

Language:

english

File:

PDF, 874 KB

english, 2006

7

[Springer Series in Statistics] Multivariate Statistical Modelling Based on Generalized Linear Models || Modelling and Analysis of Cross-Sectional Data: A Review of Univariate Generalized Linear Models

Fahrmeir, Ludwig, Tutz, Gerhard

Year:

2001

Language:

english

File:

PDF, 4.58 MB

english, 2001

8

Regression || The Classical Linear Model

Fahrmeir, Ludwig, Kneib, Thomas, Lang, Stefan, Marx, Brian

Year:

2013

Language:

english

File:

PDF, 2.17 MB

english, 2013

9

Consistency and Asymptotic Normality of the Maximum Likelihood Estimator in Generalized Linear Models

Fahrmeir, Ludwig, Kaufmann, Heinz

Journal:

The Annals of Statistics

Year:

1985

File:

PDF, 2.36 MB

1985

10

Analyzing infant mortality with geoadditive categorical regression models: a case study for Nigeria

Samson B Adebayo, Ludwig Fahrmeir, Stephan Klasen

Journal:

Economics & Human Biology

Year:

2004

Language:

english

File:

PDF, 298 KB

english, 2004

11

Analysing child mortality in Nigeria with geoadditive discrete-time survival models

Samson B. Adebayo, Ludwig Fahrmeir

Journal:

Statistics in Medicine

Year:

2005

Language:

english

File:

PDF, 323 KB

english, 2005

12

Structured Additive Regression for Categorical Space–Time Data: A Mixed Model Approach

Thomas Kneib, Ludwig Fahrmeir

Journal:

Year:

2006

Language:

english

File:

PDF, 473 KB

english, 2006

13

[Lecture Notes in Statistics] Advances in GLIM and Statistical Modelling Volume 78 || Bias reduction, the Jeffreys prior and GLIM

Fahrmeir, Ludwig, Francis, Brian, Gilchrist, Robert, Tutz, Gerhard

Year:

1992

Language:

english

File:

PDF, 808 KB

english, 1992

14

Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models

Scheipl, Fabian, Fahrmeir, Ludwig, Kneib, Thomas

Journal:

Journal of the American Statistical Association

Year:

2012

Language:

english

File:

PDF, 1.04 MB

english, 2012

15

Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data || Introduction: Scope of the Book and Applications

Fahrmeir, Ludwig, Kneib, Thomas

Year:

2011

Language:

english

File:

PDF, 466 KB

english, 2011

16

Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data || Basic Concepts for Smoothing and Semiparametric Regression

Fahrmeir, Ludwig, Kneib, Thomas

Year:

2011

Language:

english

File:

PDF, 113 KB

english, 2011

17

Book Review: An Introduction to Categorical Data Analysis (2nd edition). By A. Agresti

Ludwig Fahrmeir

Journal:

Biometrical Journal

Year:

2008

Language:

english

File:

PDF, 31 KB

english, 2008

18

Konvergenz stetiger stochastischer Prozesse mit polnischem Zustands- und Parameterraum

Ludwig Fahrmeir

Journal:

Probability Theory and Related Fields

Year:

1973

Language:

german

File:

PDF, 291 KB

german, 1973

19

A Bayesian Semiparametric Latent Variable Model for Mixed Responses

Ludwig Fahrmeir, Alexander Raach

Journal:

Year:

2007

Language:

english

File:

PDF, 709 KB

english, 2007

20

Geoadditive regression for analyzing small-scale geographical variability in car insurance

Ludwig Fahrmeir, Frank Sagerer, Gerald Sussmann

Journal:

Blätter der DGVFM

Year:

2007

Language:

english

File:

PDF, 1.23 MB

english, 2007

21

A Mixed Model Approach for Geoadditive Hazard Regression

THOMAS KNEIB, LUDWIG FAHRMEIR

Journal:

Scandinavian Journal of Statistics

Year:

2007

Language:

english

File:

PDF, 1.98 MB

english, 2007

22

Geoadditive Latent Variable Modeling of Count Data on Multiple Sexual Partnering in Nigeria

Samson B. Adebayo, Ludwig Fahrmeir, Christian Seiler, Christian Heumann

Journal:

Year:

2011

Language:

english

File:

PDF, 264 KB

english, 2011

23

Asymptotic inference in discrete response models

Ludwig Fahrmeir, Heinz Kaufmann

Journal:

Statistical Papers

Year:

1986

Language:

english

File:

PDF, 937 KB

english, 1986

24

Asymptotic likelihood inference for nonhomogeneous observations

Ludwig Fahrmeir

Journal:

Statistical Papers

Year:

1987

Language:

english

File:

PDF, 1.63 MB

english, 1987

25

[Springer Series in Statistics] Multivariate Statistical Modelling Based on Generalized Linear Models || Selecting and Checking Models

Fahrmeir, Ludwig, Tutz, Gerhard

Year:

2001

Language:

english

File:

PDF, 2.88 MB

english, 2001

26

[Springer Series in Statistics] Multivariate Statistical Modelling Based on Generalized Linear Models || Semi- and Nonparametric Approaches to Regression Analysis

Fahrmeir, Ludwig, Tutz, Gerhard

Year:

2001

Language:

english

File:

PDF, 5.79 MB

english, 2001

27

[Springer Series in Statistics] Multivariate Statistical Modelling Based on Generalized Linear Models || Survival Models

Fahrmeir, Ludwig, Tutz, Gerhard

Year:

2001

Language:

english

File:

PDF, 3.56 MB

english, 2001

28

Regression || Introduction

Fahrmeir, Ludwig, Kneib, Thomas, Lang, Stefan, Marx, Brian

Year:

2013

Language:

english

File:

PDF, 759 KB

english, 2013

29

Regression || Generalized Linear Models

Fahrmeir, Ludwig, Kneib, Thomas, Lang, Stefan, Marx, Brian

Year:

2013

Language:

english

File:

PDF, 586 KB

english, 2013

30

Posterior Mode Estimation by Extended Kalman Filtering for Multivariate Dynamic Generalized Linear Models

Ludwig Fahrmeir

Journal:

Journal of the American Statistical Association

Year:

1992

Language:

english

File:

PDF, 1.40 MB

english, 1992

31

Structured Additive Regression for Categorical Space-Time Data: A Mixed Model Approach

Thomas Kneib and Ludwig Fahrmeir

Journal:

Year:

2006

Language:

english

File:

PDF, 1.69 MB

english, 2006

32

Posterior Mode Estimation by Extended Kalman Filtering for Multivariate Dynamic Generalized Linear Models

Fahrmeir, Ludwig

Journal:

Journal of the American Statistical Association

Year:

1992

Language:

english

File:

PDF, 828 KB

english, 1992

33

Factor Analysis in Performance Diagnostic Data of Competitive Ski Jumpers and Nordic Combined Athletes

Pyrka, Patricia, Wimmer, Valentin, Fenske, Nora, Fahrmeir, Ludwig, Schwirtz, Ansgar

Journal:

Journal of Quantitative Analysis in Sports

Year:

2011

Language:

english

File:

PDF, 459 KB

english, 2011

34

Correction: Consistency and Asymptotic Normality of the Maximum Likelihood Estimator in Generalized Linear Models

Ludwig Fahrmeir and Heinz Kaufmann

Journal:

The Annals of Statistics

Year:

1986

Language:

english

File:

PDF, 190 KB

english, 1986

35

[Springer-Lehrbuch] Statistik ||

Fahrmeir, Ludwig, Heumann, Christian, Künstler, Rita, Pigeot, Iris, Tutz, Gerhard

Year:

2016

Language:

german

File:

PDF, 14.24 MB

german, 2016

36

Bayesian-type count data models with varying coefficients: estimation and testing in the presence of overdispersion

Ludwig Fahrmeir, Jochen Mayer

Journal:

Applied Stochastic Models in Business and Industry

Year:

2001

Language:

english

File:

PDF, 139 KB

english, 2001

37

S09.1: Diffusion Tensor Magnetic Resonance Imaging in Human Brain Research

Susanne Heim, Klaus Hahn, Dorothee P. Auer, Ludwig Fahrmeir

Journal:

Biometrical Journal

Year:

2004

Language:

english

File:

PDF, 75 KB

english, 2004

38

Propriety of posteriors in structured additive regression models: Theory and empirical evidence

Ludwig Fahrmeir, Thomas Kneib

Journal:

Journal of Statistical Planning and Inference

Year:

2009

Language:

english

File:

PDF, 949 KB

english, 2009

39

Penalized likelihood estimation and iterative Kalman smoothing for non-Gaussian dynamic regression models

Ludwig Fahrmeir, Stefan Wagenpfeil

Journal:

Computational Statistics & Data Analysis

Year:

1997

Language:

english

File:

PDF, 1.61 MB

english, 1997

40

Modelling and exploring human sleep with event history analysis

ALEXANDER YASSOURIDIS, AXEL STEIGER, ARTUR KLINGER, LUDWIG FAHRMEIR

Journal:

Journal of Sleep Research

Year:

1999

Language:

english

File:

PDF, 351 KB

english, 1999

41

Geo-additive models of childhood undernutrition in three sub-Saharan African countries

Ngianga-Bakwin Kandala, Ludwig Fahrmeir, Stephan Klasen, Jan Priebe

Journal:

Population, Space and Place

Year:

2009

Language:

english

File:

PDF, 299 KB

english, 2009

42

Correction: Function estimation with locally adaptive dynamic models

Stefan Lang, Eva-Maria Fronk, Ludwig Fahrmeir

Journal:

Computational Statistics

Year:

2004

Language:

english

File:

PDF, 51 KB

english, 2004

43

Generalized geoadditive models for insurance claims data

Ludwig Fahrmeir, Stefan Lang, Friedemann Spies

Journal:

Blätter der DGVFM

Year:

2003

Language:

english

File:

PDF, 2.22 MB

english, 2003

44

Penalized likelihood smoothing in robust state space models

Ludwig Fahrmeir, Rita Künstler

Journal:

Year:

1999

Language:

english

File:

PDF, 181 KB

english, 1999

45

Additive mixed models with Dirichlet process mixture and P-spline priors

Felix Heinzl, Ludwig Fahrmeir, Thomas Kneib

Journal:

AStA Advances in Statistical Analysis

Year:

2012

Language:

english

File:

PDF, 1.35 MB

english, 2012

46

Bayesian regularisation in structured additive regression: a

Ludwig Fahrmeir, Thomas Kneib, Susanne Konrath

Journal:

Statistics and Computing

Year:

2010

Language:

english

File:

PDF, 698 KB

english, 2010

47

Dynamic Discrete-time Duration Models: Estimation via Markov Chain Monte Carlo

Ludwig Fahrmeir, Leonhard Knorr-Held

Journal:

Sociological Methodology

Year:

1997

Language:

english

File:

PDF, 1.02 MB

english, 1997

48

An Application of Isotonic Longitudinal Marginal Regression to Monitoring the Healing Process

Ludwig Fahrmeir, Christian Gieger, Christian Heumann

Journal:

Year:

1999

Language:

english

File:

PDF, 572 KB

english, 1999

49

Some asymptotic results on generalized penalized spline smoothing

Göran Kauermann, Tatyana Krivobokova, Ludwig Fahrmeir

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2009

Language:

english

File:

PDF, 734 KB

english, 2009

50

High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance

Thomas Kneib, Susanne Konrath, Ludwig Fahrmeir

Journal:

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

Year:

2011

Language:

english

File:

PDF, 1.04 MB

english, 2011