Philipp Doebler

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Technische Universität Dortmund

Germany

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Recent Grants

Grant: Close

From Prediction to Agile Interventions in the Social Sciences

Open Date: 2021-11-01

Close Date: 2024-10-01

Grant: Close

Projective item response theory models for count data and their application as interpretable approximations to black box models of machine learning

Open Date: 2021-01-01

Close Date:

Grant: Close

The International Cognitive Ability Resource for large scale international mobile applications

Open Date: 2020-09-01

Close Date: 2021-12-01

Grant: Close

Educational Progress of Children at Risk of Low Academic Achievement: A Psychometrically Informed Investigation of Educational Outcomes and Resilience Factors with Longitudinal Data of the National Educational Panel Study

Open Date: 2017-01-01

Close Date: 2020-12-31

Grant: Close

The International Cognitive Ability Resource

Open Date: 2014-01-01

Close Date: 2019-12-31

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Collaborators (16)

Helen Christensen

Director and Chief Scientist

Black Dog Institute

AUSTRALIA

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Andreas Groll

Technische Universität Dortmund

GERMANY

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Ruediger Mutz

University of Zurich

SWITZERLAND

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Ulrike Buhlmann

westfälische wilhelms‐universität muenster germany

GERMANY

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Ozlem Eylem-van Bergeijk

Lecturer

NETHERLANDS

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Marie Beisemann

Technische Universität Dortmund

GERMANY

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Gwendolyn Portzky

Professor Medische Psychologie

Universiteit Gent

BELGIUM

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Ad Kerkhof

VU Amsterdam

NETHERLANDS

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Heinz Holling

GERMANY

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Alexander L. Gerlach

Professor of Clinical Psychology and Psychotherapy

University of Cologne

GERMANY

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Lasse B. Sander

University of Freiburg

GERMANY

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Nadja Klein

Technische Universität Dortmund

GERMANY

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Nele McElvany

GERMANY

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Nexhmedin Morina

University of Münster

GERMANY

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Markus Pauly

Full Professor, Chair for Mathematical Statistics and Applications in Industry

Technische Universität Dortmund

GERMANY

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Jochen Peter

University of Amsterdam

NETHERLANDS

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Philipp Doebler

Research Interests

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Recent Grants

Articles (21)

Every Trait Counts: Marginal Maximum Likelihood Estimation for Novel Multidimensional Count Data Item Response Models with Rotation or $\ell _1$ -Regularization for Simple Structure

Reliable individual differences in researcher performance capacity estimates: evaluating productivity as explanatory variable

Dynamics of Insight, Emotion Regulation, and Emotional Clarity in Obsessive–Compulsive Disorder

Investigating Differential Item Functioning of the Simplified Beck Depression Inventory Using Partial Credit Tree Model

Assessing the robustness of automated scoring of divergent thinking tasks with adversarial examples.

Worry postponement from the metacognitive perspective: A randomized waitlist-controlled trial

Importance of students’ social resources for their academic achievement and well-being in elementary school

Emotion Regulation in Obsessive-Compulsive Disorder: An Ecological Momentary Assessment Study

Understanding Ability and Reliability Differences Measured with Count Items: The Distributional Regression Test Model and the Count Latent Regression Model

Risks and protective measures for synthetic relationships

Why summing up bibliometric indicators does not justify a composite indicator

The Effects of Internet-Based Cognitive Behavioral Therapy for Suicidal Ideation or Behaviors on Depression, Anxiety, and Hopelessness in Individuals With Suicidal Ideation: Systematic Review and Meta-Analysis of Individual Participant Data

Crohn’s Disease as a Possible Risk Factor for Failed Healing in Ileocolic Anastomoses

Interactions of scores derived from two groups of variables: Alternating lasso regularization avoids overfitting and finds interpretable scores.

The Machines Take Over: A Comparison of Various Supervised Learning Approaches for Automated Scoring of Divergent Thinking Tasks

Fisher transformation based confidence intervals of correlations in fixed‐ and random‐effects meta‐analysis

Digital cognitive–behavioural therapy to reduce suicidal ideation and behaviours: a systematic review and meta-analysis of individual participant data

Prediction of Bike-sharing Trip Counts: Comparing Parametric Spatial Regression Models to a Geographically Weighted XGBoost Algorithm

Fifty years later and still working: Rediscovering Paulus et al’s (1970) automated scoring of divergent thinking tests.

Applications of Bayesian Confirmatory Factor Analysis in Behavioral Measurement: Strong Convergence of a Bayesian Parameter Estimator

Digital cognitive-behavioural therapy to reduce suicidal ideation and behaviours: a systematic review and meta-analysis of individual participant data

Collaborators (16)

Helen Christensen

Andreas Groll

Ruediger Mutz

Ulrike Buhlmann

Ozlem Eylem-van Bergeijk

Marie Beisemann

Gwendolyn Portzky

Ad Kerkhof

Heinz Holling

Alexander L. Gerlach

Lasse B. Sander

Nadja Klein

Nele McElvany

Nexhmedin Morina

Markus Pauly

Jochen Peter

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