Lista de obras -

(Psycho-)analysis of benchmark experiments: A formal framework for investigating the relationship between data sets and learning algorithms

A Framework for Anchor Methods and an Iterative Forward Approach for DIF Detection

artículo científico publicado en 2014

Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning

An AUC-based permutation variable importance measure for random forests

artículo científico publicado en 2013

An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests

artículo científico publicado en 2009

Analysis of the individual and aggregate genetic contributions of previously identified serine peptidase inhibitor Kazal type 5 (SPINK5), kallikrein-related peptidase 7 (KLK7), and filaggrin (FLG) polymorphisms to eczema risk

artículo científico publicado en 2008

Anchor Selection Strategies for DIF Analysis: Review, Assessment, and New Approaches.

artículo científico publicado en 2014

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

artículo científico publicado en 2007

Conditional variable importance for random forests

artículo científico publicado en 2008

Fitting prediction rule ensembles to psychological research data: An introduction and tutorial

scientific article published on 10 February 2020

Flexible Rasch Mixture Models with Packagepsychomix

article published in 2012

Forest management and regional tree composition drive the host preference of saproxylic beetle communities

article

Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests

artículo científico publicado en 2014

Measurement and Predictors of a Negative Attitude towards Statistics among LMU Students

Multiple testing for SNP-SNP interactions

artículo científico publicado en 2007

On the Estimation of Standard Errors in Cognitive Diagnosis Models

article by Michel Philipp et al published 16 August 2017 in Journal of Educational and Behavioral Statistics

Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction

artículo científico publicado en 2009

Party on!

article by Carolin Strobl et al published 2009 in The R Journal

Psychoco: Psychometric Computing inR

Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations

artículo científico publicado en 2011

Rasch Mixture Models for DIF Detection: A Comparison of Old and New Score Specifications

artículo científico publicado en 2014

Rasch Trees: A New Method for Detecting Differential Item Functioning in the Rasch Model

artículo científico publicado en 2013

Score-Based Tests of Differential Item Functioning via Pairwise Maximum Likelihood Estimation

artículo científico publicado en 2017

Score‐based measurement invariance checks for Bayesian maximum‐a‐posteriori estimates in item response theory

artículo científico publicado en 2022

The behaviour of random forest permutation-based variable importance measures under predictor correlation

artículo científico publicado en 2010

Tree-Based Global Model Tests for Polytomous Rasch Models

article

Lista de obras de

(Psycho-)analysis of benchmark experiments: A formal framework for investigating the relationship between data sets and learning algorithms

A Framework for Anchor Methods and an Iterative Forward Approach for DIF Detection

Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning

An AUC-based permutation variable importance measure for random forests

An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests

Analysis of the individual and aggregate genetic contributions of previously identified serine peptidase inhibitor Kazal type 5 (SPINK5), kallikrein-related peptidase 7 (KLK7), and filaggrin (FLG) polymorphisms to eczema risk

Anchor Selection Strategies for DIF Analysis: Review, Assessment, and New Approaches.

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

Conditional variable importance for random forests

Fitting prediction rule ensembles to psychological research data: An introduction and tutorial

Flexible Rasch Mixture Models with Packagepsychomix

Forest management and regional tree composition drive the host preference of saproxylic beetle communities

Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests

Measurement and Predictors of a Negative Attitude towards Statistics among LMU Students

Multiple testing for SNP-SNP interactions

On the Estimation of Standard Errors in Cognitive Diagnosis Models

Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction

Party on!

Psychoco: Psychometric Computing inR

Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations

Rasch Mixture Models for DIF Detection: A Comparison of Old and New Score Specifications

Rasch Trees: A New Method for Detecting Differential Item Functioning in the Rasch Model

Score-Based Tests of Differential Item Functioning via Pairwise Maximum Likelihood Estimation

Score‐based measurement invariance checks for Bayesian maximum‐a‐posteriori estimates in item response theory

The behaviour of random forest permutation-based variable importance measures under predictor correlation

Tree-Based Global Model Tests for Polytomous Rasch Models

Unbiased split selection for classification trees based on the Gini Index

Wissen Frauen weniger oder nur das Falsche? Ein statistisches Modell für unterschiedliche Aufgaben-Schwierigkeiten in Teilstichproben