Mark de Rooij

Mark de Rooij

Universiteit Leiden

H-index: 31

Europe-Netherlands

About Mark de Rooij

Mark de Rooij, With an exceptional h-index of 31 and a recent h-index of 23 (since 2020), a distinguished researcher at Universiteit Leiden, specializes in the field of Statistical Learning, Visualisation, Statistical Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Longitudinal determinants of employment status in people with relapsing-remitting multiple sclerosis

View selection in multi-view stacking: choosing the meta-learner

Multinomial Restricted Unfolding

An out-of-sample perspective on the assessment of incremental predictive validity

Supervised and Unsupervised Mapping of Binary Variables: A proximity perspective

Logistic Multidimensional Data Analysis for Ordinal Response Variables using a Cumulative Link function

Loglinear modeling with mixed numerical and categorical predictor variables through an Extended Stereotype Model

A new algorithm and a discussion about visualization for logistic reduced rank regression

Mark de Rooij Information

University

Position

Full professor Institute of Psychology Methodology and Statistics Unit

Citations(all)

3480

Citations(since 2020)

2107

Cited By

2207

hIndex(all)

31

hIndex(since 2020)

23

i10Index(all)

54

i10Index(since 2020)

38

Email

University Profile Page

Google Scholar

Mark de Rooij Skills & Research Interests

Statistical Learning

Visualisation

Statistical Modeling

Top articles of Mark de Rooij

Longitudinal determinants of employment status in people with relapsing-remitting multiple sclerosis

IBRO Neuroscience Reports

2024/4/15

View selection in multi-view stacking: choosing the meta-learner

Advances in Data Analysis and Classification

2024/4/12

Marjolein Fokkema
Marjolein Fokkema

H-Index: 12

Mark De Rooij
Mark De Rooij

H-Index: 22

Multinomial Restricted Unfolding

Journal of Classification

2024/4/8

Mark De Rooij
Mark De Rooij

H-Index: 22

Frank Busing
Frank Busing

H-Index: 9

An out-of-sample perspective on the assessment of incremental predictive validity

Behaviormetrika

2024/2/15

Elise Dusseldorp
Elise Dusseldorp

H-Index: 26

Mark De Rooij
Mark De Rooij

H-Index: 22

Supervised and Unsupervised Mapping of Binary Variables: A proximity perspective

arXiv preprint arXiv:2402.07624

2024/2/12

Mark De Rooij
Mark De Rooij

H-Index: 22

Frank Busing
Frank Busing

H-Index: 9

Logistic Multidimensional Data Analysis for Ordinal Response Variables using a Cumulative Link function

arXiv preprint arXiv:2402.07629

2024/2/12

Mark De Rooij
Mark De Rooij

H-Index: 22

Frank Busing
Frank Busing

H-Index: 9

Loglinear modeling with mixed numerical and categorical predictor variables through an Extended Stereotype Model

arXiv preprint arXiv:2402.07634

2024/2/12

Mark De Rooij
Mark De Rooij

H-Index: 22

A new algorithm and a discussion about visualization for logistic reduced rank regression

Behaviormetrika

2024/1

Mark De Rooij
Mark De Rooij

H-Index: 22

The Bradley–Terry Regression Trunk approach for Modeling Preference Data with Small Trees

psychometrika

2023/12

Predictive performance of psychological tests: Is it better to use items than subscales?

Computational Statistics & Data Analysis

2023/9/1

Elise Dusseldorp
Elise Dusseldorp

H-Index: 26

Mark De Rooij
Mark De Rooij

H-Index: 22

The melodic family for simultaneous binary logistic regression in a reduced space

2023/8/17

Mark De Rooij
Mark De Rooij

H-Index: 22

Continuous Sweep: An improved, binary quantifier

arXiv preprint arXiv:2308.08387

2023/8/16

Mark De Rooij
Mark De Rooij

H-Index: 22

Neurobiological correlates of antisociality across adolescence and young adulthood: a multi-sample, multi-method study

Psychological medicine

2023/4

SEM-based out-of-sample predictions

Structural Equation Modeling: A Multidisciplinary Journal

2023/1/2

THREE-STEP RECTANGULAR LATENT MARKOV MODELING BASED ON ML CORRECTION

2023

SUBiNN: a stacked uni- and bivariate kNN sparse ensemble

Advances in Data Analysis and Classification

2022/12/1

Mark De Rooij
Mark De Rooij

H-Index: 22

A comparison of two dissimilarity functions for mixed-type predictor variables in the -machine

Advances in Data Analysis and Classification

2022/12

Mark De Rooij
Mark De Rooij

H-Index: 22

Imputation of missing values in multi-view data

arXiv preprint arXiv:2210.14484

2022/10/26

Marjolein Fokkema
Marjolein Fokkema

H-Index: 12

Mark De Rooij
Mark De Rooij

H-Index: 22

A Three-Step Rectangular Latent Markov Modeling for Advising Students in Self-learning Platforms

2022/7/11

Analyzing hierarchical multi-view MRI data with StaPLR: An application to Alzheimer's disease classification

Frontiers in Neuroscience

2022/4/25

See List of Professors in Mark de Rooij University(Universiteit Leiden)

Co-Authors

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