Details about Achim Zeileis

Access statistics for papers by Achim Zeileis.

Last updated 2019-12-18. Update your information in the RePEc Author Service.

Short-id: pze68

Working Papers

2019

1. Network Model Trees
   OSF Preprints, Center for Open Science

2018

2. Anchor Point Selection - Scale Alignment Based on an Inequality Criterion
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
3. Distributional regression forests for probabilistic precipitation forecasting in complex terrain
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
4. Hourly probabilistic snow forecasts over complex terrain: A hybrid ensemble postprocessing approach
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
5. Lightning Prediction Using Model Output Statistics
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
6. Low visibility forecasts for different flight planning horizons using tree-based boosting models
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
7. Probabilistic forecasts for the 2018 FIFA World Cup based on the bookmaker consensus model
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
8. Skewed logistic distribution for statistical temperature post-processing in mountainous areas
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck

2017

9. BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond)
   Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (3)
10. Estimation methods for non-homogeneous regression models: Minimum continuous ranked probability score vs. maximum likelihood
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
11. Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
12. Probabilistic Nowcasting of Low-Visibility Procedure States at Vienna International Airport During Cold Season
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
13. Probabilistic forecasting of thunderstorms in the Eastern Alps
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
14. Various Versatile Variances: An Object-Oriented Implementation of Clustered Covariances in R
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (4)

2016

15. A Toolkit for Stability Assessment of Tree-Based Learners
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
16. Ensemble Post-Processing of Daily Precipitation Sums over Complex Terrain Using Censored High-Resolution Standardized Anomalies
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (1)
17. Non-homogeneous boosting for predictor selection in ensemble post-processing
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
18. On the Estimation of Standard Errors in Cognitive Diagnosis Models
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
    See also Journal Article in Journal of Educational and Behavioral Statistics (2018)
19. Predictive Bookmaker Consensus Model for the UEFA Euro 2016
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (2)
20. Score-Based Tests of Differential Item Functioning in the Two-Parameter Model
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
21. Simultaneous Ensemble Post-Processing for Multiple Lead Times with Standardized Anomalies
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
22. Spatial Ensemble Post-Processing with Standardized Anomalies
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
23. Spatio-Temporal Precipitation Climatology over Complex Terrain Using a Censored Additive Regression Model
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (2)
24. Tricks for improving non-homogeneous regression for probabilistic precipitation forecasts: Perfect predictions, heavy tails, and link functions
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
25. Using Recursive Partitioning to Account for Parameter Heterogeneity in Multinomial Processing Tree Models
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck

2015

26. Detecting Treatment-Subgroup Interactions in Clustered Data with Generalized Linear Mixed-Effects Model Trees
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (1)

2014

27. Home Victory for Brazil in the 2014 FIFA World Cup
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
28. Innovation and Institutional Ownership Revisited: An Empirical Investigation with Count Data Models
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
    See also Journal Article in Empirical Economics (2017)
29. Visualizing Count Data Regressions Using Rootograms
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (4)
    Also in Working papers, Faculty of Business and Economics - University of Basel (2014)
    See also Journal Article in The American Statistician (2016)
30. partykit: A Modular Toolkit for Recursive Partytioning in R
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (5)

2013

31. Automatic and Probabilistic Foehn Diagnosis with a Statistical Mixture Model
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
32. Extending Extended Logistic Regression for Ensemble Post-Processing: Extended vs. Separate vs. Ordered vs. Censored
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
33. Extending Extended Logistic Regression to Effectively Utilize the Ensemble Spread
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
34. Improved Probabilistic Wind Power Forecasts with an Inverse Power Curve Transformation and Censored Regression
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (2)
35. No myopic loss aversion in adolescents? - An experimental note
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (1)
    See also Journal Article in Journal of Economic Behavior & Organization (2015)
36. Rasch Mixture Models for DIF Detection: A Comparison of Old and New Score Specifications
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
37. Score-Based Tests of Measurement Invariance: Use in Practice
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
38. Somewhere over the Rainbow: How to Make Effective Use of Colors in Meteorological Visualizations
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck

2012

39. Flexible Generation of E-Learning Exams in R: Moodle Quizzes, OLAT Assessments, and Beyond
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
    See also Journal Article in Journal of Statistical Software (2014)
40. Heterogeneity of Regional Growth in the European Union
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
41. History Repeating: Spain Beats Germany in the EURO 2012 Final
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (5)
42. Structured Additive Regression Models: An R Interface to BayesX
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (2)
    See also Journal Article in Journal of Statistical Software (2015)
43. Testing for Measurement Invariance with Respect to an Ordinal Variable
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (1)
    See also Journal Article in Psychometrika (2014)

2011

44. A new method for detecting differential item functioning in the Rasch model
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (5)
45. Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
    See also Journal Article in Journal of Statistical Software (2012)
46. Flexible Rasch Mixture Models with Package psychomix
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (1)
    See also Journal Article in Journal of Statistical Software (2012)
47. Generalized Measurement Invariance Tests with Application to Factor Analysis
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
48. Near Real-Time Disturbance Detection in Terrestrial Ecosystems Using Satellite Image Time Series: Drought Detection in Somalia
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
49. Reproducible Econometric Simulations
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (1)
    Also in Working papers, Faculty of Business and Economics - University of Basel (2010)
    Working papers, Faculty of Business and Economics - University of Basel (2010)
    See also Journal Article in Journal of Econometric Methods (2013)
50. Structural Breaks in Inflation Dynamics within the European Monetary Union
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (2)
51. Why Does It Always Rain on Me? A Spatio-Temporal Analysis of Precipitation in Austria
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck
52. evtree: Evolutionary Learning of Globally Optimal Classification and Regression Trees in R
    Working Papers, Faculty of Economics and Statistics, Universität Innsbruck View citations (3)
    See also Journal Article in Journal of Statistical Software (2014)

2010

53. The Grunfeld Data at 50
    MPRA Paper, University Library of Munich, Germany View citations (5)
    See also Journal Article in German Economic Review (2010)

2007

54. Regression Models for Count Data in R
    Working papers, Faculty of Business and Economics - University of Basel View citations (6)
    See also Journal Article in Journal of Statistical Software (2008)

2004

55. Validating multiple structural change models: A case study
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen View citations (4)
    See also Journal Article in Journal of Applied Econometrics (2005)

2002

56. Monitoring structural change in dynamic econometric models
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen
    See also Journal Article in Journal of Applied Econometrics (2005)
57. Testing and dating of structural changes in practice
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen View citations (4)
    See also Journal Article in Computational Statistics & Data Analysis (2003)

2001

58. Strucchange: An R package for testing for structural change in linear regression models
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen View citations (51)
    See also Journal Article in Journal of Statistical Software (2002)
59. p values and alternative boundaries for CUSUM tests
    Technical Reports, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen View citations (1)

Journal Articles

2019

1. Generalised linear model trees with global additive effects
   Advances in Data Analysis and Classification, 2019, 13, (3), 703-725 View citations (2)
2. Heterogeneity and Spatial Dependence of Regional Growth in the EU: A Recursive Partitioning Approach
   German Economic Review, 2019, 20, (1), 67-82 View citations (6)

2018

3. On the Estimation of Standard Errors in Cognitive Diagnosis Models
   Journal of Educational and Behavioral Statistics, 2018, 43, (1), 88-115 View citations (3)
   See also Working Paper (2016)
4. Score-Based Tests of Differential Item Functioning via Pairwise Maximum Likelihood Estimation
   Psychometrika, 2018, 83, (1), 132-155 View citations (3)

2017

5. Innovation and institutional ownership revisited: an empirical investigation with count data models
   Empirical Economics, 2017, 52, (4), 1675-1688 View citations (2)
   See also Working Paper (2014)

2016

6. Model-Based Recursive Partitioning for Subgroup Analyses
   The International Journal of Biostatistics, 2016, 12, (1), 45-63 View citations (7)
7. Visualizing Count Data Regressions Using Rootograms
   The American Statistician, 2016, 70, (3), 296-303 View citations (16)
   See also Working Paper (2014)

2015

8. No myopic loss aversion in adolescents? – An experimental note
   Journal of Economic Behavior & Organization, 2015, 111, (C), 169-176 View citations (6)
   See also Working Paper (2013)
9. Rasch Trees: A New Method for Detecting Differential Item Functioning in the Rasch Model
   Psychometrika, 2015, 80, (2), 289-316 View citations (12)
10. Structured Additive Regression Models: An R Interface to BayesX
    Journal of Statistical Software, 2015, 063, (i21) View citations (27)
    See also Working Paper (2012)

2014

11. Discussion
    International Statistical Review, 2014, 82, (3), 361-367
12. Flexible Generation of E-Learning Exams in R: Moodle Quizzes, OLAT Assessments, and Beyond
    Journal of Statistical Software, 2014, 058, (i01)
    See also Working Paper (2012)
13. Testing for Measurement Invariance with Respect to an Ordinal Variable
    Psychometrika, 2014, 79, (4), 569-584 View citations (6)
    See also Working Paper (2012)
14. evtree: Evolutionary Learning of Globally Optimal Classification and Regression Trees in R
    Journal of Statistical Software, 2014, 061, (i01) View citations (18)
    See also Working Paper (2011)

2013

15. A toolbox of permutation tests for structural change
    Statistical Papers, 2013, 54, (4), 931-954 View citations (4)
16. Reproducible Econometric Simulations
    Journal of Econometric Methods, 2013, 2, (1), 89-99 View citations (2)
    See also Working Paper (2011)
17. Tests of Measurement Invariance Without Subgroups: A Generalization of Classical Methods
    Psychometrika, 2013, 78, (1), 59-82 View citations (11)

2012

18. Extended Beta Regression in R: Shaken, Stirred, Mixed, and Partitioned
    Journal of Statistical Software, 2012, 048, (i11) View citations (13)
    See also Working Paper (2011)
19. Flexible Rasch Mixture Models with Package psychomix
    Journal of Statistical Software, 2012, 048, (i07)
    See also Working Paper (2011)
20. Psychoco: Psychometric Computing in R
    Journal of Statistical Software, 2012, 048, (i01) View citations (1)

2011

21. An Introduction to the Special Volume on "Political Methodology"
    Journal of Statistical Software, 2011, 042, (i01)

2010

22. Beta Regression in R
    Journal of Statistical Software, 2010, 034, (i02) View citations (84)
23. Extended Model Formulas in R: Multiple Parts and Multiple Responses
    Journal of Statistical Software, 2010, 034, (i01) View citations (14)
24. Forecasting sports tournaments by ratings of (prob)abilities: A comparison for the EUROÂ 2008
    International Journal of Forecasting, 2010, 26, (3), 471-481 View citations (15)
25. Testing, monitoring, and dating structural changes in exchange rate regimes
    Computational Statistics & Data Analysis, 2010, 54, (6), 1696-1706 View citations (57)
26. The Grunfeld Data at 50
    German Economic Review, 2010, 11, (4), 404-417 View citations (5)
    See also Working Paper (2010)

2009

27. Automatic Generation of Exams in R
    Journal of Statistical Software, 2009, 029, (i10) View citations (4)
28. Effects of the Austrian performance-oriented inpatient reimbursement system on treatment patterns: illustrated on cases with knee-joint problems
    Central European Journal of Operations Research, 2009, 17, (3), 293-314 View citations (3)
29. Escaping RGBland: Selecting colors for statistical graphics
    Computational Statistics & Data Analysis, 2009, 53, (9), 3259-3270 View citations (19)
30. On reproducible econometric research
    Journal of Applied Econometrics, 2009, 24, (5), 833-847 View citations (27)
31. Open-source machine learning: R meets Weka
    Computational Statistics, 2009, 24, (2), 225-232 View citations (15)

2008

32. Econometrics in R: Past, Present, and Future
    Journal of Statistical Software, 2008, 027, (i01) View citations (3)
33. Generalized Maximally Selected Statistics
    Biometrics, 2008, 64, (4), 1263-1269 View citations (7)
34. Implementing a Class of Permutation Tests: The coin Package
    Journal of Statistical Software, 2008, 028, (i08) View citations (13)
35. Regression Models for Count Data in R
    Journal of Statistical Software, 2008, 027, (i08) View citations (125)
    See also Working Paper (2007)

2007

36. Generalized M‐fluctuation tests for parameter instability
    Statistica Neerlandica, 2007, 61, (4), 488-508 View citations (40)

2006

37. A Lego System for Conditional Inference
    The American Statistician, 2006, 60, 257-263 View citations (31)
38. Implementing a class of structural change tests: An econometric computing approach
    Computational Statistics & Data Analysis, 2006, 50, (11), 2987-3008 View citations (13)
39. Object-oriented Computation of Sandwich Estimators
    Journal of Statistical Software, 2006, 016, (i09) View citations (86)
40. The Strucplot Framework: Visualizing Multi-way Contingency Tables with vcd
    Journal of Statistical Software, 2006, 017, (i03) View citations (15)

2005

41. A Unified Approach to Structural Change Tests Based on ML Scores, F Statistics, and OLS Residuals
    Econometric Reviews, 2005, 24, (4), 445-466 View citations (40)
42. Monitoring structural change in dynamic econometric models
    Journal of Applied Econometrics, 2005, 20, (1), 99-121 View citations (89)
    See also Working Paper (2002)
43. Validating multiple structural change models-a case study
    Journal of Applied Econometrics, 2005, 20, (5), 685-690 View citations (33)
    See also Working Paper (2004)
44. zoo: S3 Infrastructure for Regular and Irregular Time Series
    Journal of Statistical Software, 2005, 014, (i06) View citations (56)

2004

45. Alternative boundaries for CUSUM tests
    Statistical Papers, 2004, 45, (1), 123-131 View citations (24)
46. Econometric Computing with HC and HAC Covariance Matrix Estimators
    Journal of Statistical Software, 2004, 011, (i10) View citations (171)
47. kernlab - An S4 Package for Kernel Methods in R
    Journal of Statistical Software, 2004, 011, (i09) View citations (83)

2003

48. Testing and dating of structural changes in practice
    Computational Statistics & Data Analysis, 2003, 44, (1-2), 109-123 View citations (159)
    See also Working Paper (2002)

2002

49. strucchange: An R Package for Testing for Structural Change in Linear Regression Models
    Journal of Statistical Software, 2002, 007, (i02) View citations (136)
    See also Working Paper (2001)

Editor

1. Journal of Statistical Software
   Foundation for Open Access Statistics