Achim Zeileis

Research interests

Publications

• Various Versatile Variances: An Object-Oriented Implementation of Clustered Covariances in R

  Journal of Statistical Software · 2020 · 10.18637/jss.v095.i01

• Remotely sensed resilience of tropical forests

  Nature Climate Change · 2016 · 10.1038/nclimate3108

• Diagnostic Checking in Regression Relationships

  WU Research · 2015

• Shifts in Global Vegetation Activity Trends

  Remote Sensing · 2013 · 10.3390/rs5031117

• Near real-time disturbance detection using satellite image time series

  Remote Sensing of Environment · 2012 · 10.1016/j.rse.2012.02.022

• Beta Regression in R

  Journal of Statistical Software · 2010 · https://doi.org/10.18637/jss.v034.i02

• Phenological change detection while accounting for abrupt and gradual trends in satellite image time series

  Remote Sensing of Environment · 2010 · 10.1016/j.rse.2010.08.003

• Applied Econometrics with R

  · 2008 · 10.1007/978-0-387-77318-6

• Regression Models for Count Data in R

  Journal of Statistical Software · 2008 · https://doi.org/10.18637/jss.v027.i08

• Conditional variable importance for random forests

  BMC Bioinformatics · 2008 · https://doi.org/10.1186/1471-2105-9-307

• Implementing a Class of Permutation Tests: The coin Package

  Journal of Statistical Software · 2008 · https://doi.org/10.18637/jss.v028.i08

• Open-source machine learning: R meets Weka

  Computational Statistics · 2008 · 10.1007/s00180-008-0119-7

• Model-Based Recursive Partitioning

  Journal of Computational and Graphical Statistics · 2008 · 10.1198/106186008x319331

• Residual-Based Shadings for Visualizing (Conditional) Independence

  Journal of Computational and Graphical Statistics · 2007 · 10.1198/106186007x237856

• Bias in random forest variable importance measures: Illustrations, sources and a solution

  BMC Bioinformatics · 2007 · https://doi.org/10.1186/1471-2105-8-25

• The Strucplot Framework: Visualizing Multi-way Contingency Tables withvcd

  Journal of Statistical Software · 2006 · 10.18637/jss.v017.i03

• Object-Oriented Computation of Sandwich Estimators

  Journal of Statistical Software · 2006 · 10.18637/jss.v016.i09

• Unbiased Recursive Partitioning: A Conditional Inference Framework

  Journal of Computational and Graphical Statistics · 2006 · https://doi.org/10.1198/106186006x133933

• A Lego System for Conditional Inference

  The American Statistician · 2006 · 10.1198/000313006x118430

• zoo : S3 Infrastructure for Regular and Irregular Time Series

  Journal of Statistical Software · 2005 · 10.18637/jss.v014.i06

• kernlab - An S4 Package for Kernel Methods in R

  Journal of Statistical Software · 2004 · 10.18637/jss.v011.i09

• Econometric Computing with HC and HAC Covariance Matrix Estimators

  Journal of Statistical Software · 2004 · 10.18637/jss.v011.i10

• Testing and dating of structural changes in practice

  Computational Statistics & Data Analysis · 2003 · 10.1016/s0167-9473(03)00030-6

• strucchange : An R Package for Testing for Structural Change in Linear Regression Models

  Journal of Statistical Software · 2002 · 10.18637/jss.v007.i02

Current projects

No projects listed.