Fabian Scheipl

发表

A penalized framework for distributed lag non‐linear models

Antonio Gasparrini, Michael G Kenward, Fabian Scheipl, 2017, Biometrics.

Estimator selection and combination in scalar-on-function regression

Fabian Scheipl, Jeff Goldsmith, F. Scheipl, 2014, Comput. Stat. Data Anal..

Penalized function-on-function regression

Ana-Maria Staicu, Fabian Scheipl, Andrada E. Ivanescu, 2015, Comput. Stat..

R code and data for: "A penalized framework for distributed lag non-linear models"

Michael G. Kenward, Fabian Scheipl, Ben Armstrong, 2017 .

Functional Additive Mixed Models

Ana-Maria Staicu, Fabian Scheipl, Sonja Greven, 2012, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Adibender/Pammtutorial-Smj: Release V1.0.0

Andreas Bender, Fabian Scheipl, Andreas H. Groll, 2017 .

Straightforward intermediate rank tensor product smoothing in mixed models

Fabian Scheipl, Simon N. Wood, Julian J. Faraway, 2012, Statistics and Computing.

Unsupervised Functional Data Analysis via Nonlinear Dimension Reduction pdf

Moritz Herrmann, Fabian Scheipl, F. Scheipl, 2020, ArXiv.

Comments on: Inference and computation with Generalized Additive Models and their extensions

Fabian Scheipl, Sonja Greven, S. Greven, 2020, TEST.

Benchmarking time series classification - Functional data vs machine learning approaches pdf

Bernd Bischl, Florian Pfisterer, Fabian Scheipl, 2019, ArXiv.

Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models

Andreas Bender, Fabian Scheipl, Helmut Küchenhoff, 2016 .

Identifiability in penalized function-on-function regression models

Fabian Scheipl, Sonja Greven, S. Greven, 2015, 1506.03627.

Generalized Functional Additive Mixed Models

Fabian Scheipl, Jan Gertheiss, Sonja Greven, 2015, 1506.05384.

Penalized scalar-on-functions regression with interaction term

Karen Fuchs, Fabian Scheipl, Sonja Greven, 2015, Comput. Stat. Data Anal..

Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models

Helmut Küchenhoff, Fabian Scheipl, Sonja Greven, 2008, Comput. Stat. Data Anal..

Penalized estimation of complex, non‐linear exposure‐lag‐response associations

Fabian Scheipl, Helmut Küchenhoff, Andrew G Day, 2019, Biostatistics.

CRAN Task View: Functional Data Analysis

Fabian Scheipl, 2019 .

Bayesian regularization and model choice in structured additive regression

Fabian Scheipl, F. Scheipl, 2011 .

A General Machine Learning Framework for Survival Analysis pdf

Bernd Bischl, Andreas Bender, Fabian Scheipl, 2020, ECML/PKDD.

Penalized likelihood and Bayesian function selection in regression models

Fabian Scheipl, Ludwig Fahrmeir, Thomas Kneib, 2013, AStA Advances in Statistical Analysis.

A generalized additive model approach to time-to-event analysis

Andreas Bender, Fabian Scheipl, Andreas H. Groll, 2018 .

Locally adaptive Bayesian P-splines with a Normal-Exponential-Gamma prior

Fabian Scheipl, Thomas Kneib, F. Scheipl, 2009, Comput. Stat. Data Anal..

Flexible distributed lags for modelling earthquake data

Helmut Küchenhoff, Fabian Scheipl, Christian Heumann, 2015 .

Fast symmetric additive covariance smoothing

Fabian Scheipl, Sonja Greven, Jona Cederbaum, 2016, Comput. Stat. Data Anal..

Statistical inference for ordinal predictors in generalized additive models with application to Bronchopulmonary Dysplasia

Fabian Scheipl, Jan Gertheiss, Tina Lauer, 2021, BMC research notes.

A geometric perspective on functional outlier detection pdf

Moritz Herrmann, Fabian Scheipl, F. Scheipl, 2021, Stats.

Registration for Incomplete Non-Gaussian Functional Data

Alice-Agnes Gabriel, Alexander Bauer, Fabian Scheipl, 2021, 2108.05634.

Developing Open Source Educational Resources for Machine Learning and Data Science pdf

Marius Lindauer, Sven Strickroth, Ludwig Bothmann, 2021, ArXiv.

Multivariate functional additive mixed models

Fabian Scheipl, Sonja Greven, Almond Stocker, 2021, Statistical Modelling.

pammtools: Piece-wise exponential Additive Mixed Modeling tools

Andreas Bender, Fabian Scheipl, Andreas Bender, 2018, 1806.01042.

refund: Regression with Functional Data

Ciprian M. Crainiceanu, Philip T. Reiss, Fabian Scheipl, 2013 .

A general framework for functional regression modelling

Fabian Scheipl, Sonja Greven, S. Greven, 2017 .

An experimental test of the habitat-amount hypothesis for saproxylic beetles in a forested region.

Marco Heurich, Torsten Hothorn, Lenore Fahrig, 2017, Ecology.

The functional linear array model

Torsten Hothorn, Fabian Scheipl, Sarah Brockhaus, 2015 .