Model-Based Recursive Partitioning

• Estimating Causal Effects from Tabular Data with Assumption Gates and Automated Estimator Selection for Trustworthy Artificial Intelligence

  2026 Electronics article Mathematics Advanced Causal Inference Techniques Open access

  0

  citations
• New Zealanders’ Connection to the Night Sky

  2026 Kōtuitui New Zealand Journal of Social Sciences Online article Environmental Science Impact of Light on Environment and Health Open access

  0

  citations
• Bright needs, dark desires: Public preferences and balancing the benefits of artificial light and natural darkness at night in Aotearoa New Zealand

  2025 People and Nature article Environmental Science Impact of Light on Environment and Health Open access

  1

  citations
• How school leadership and innovation shape instructional pathways to student achievement across nations: Evidence from multilevel structural equation modeling and decision tree analysis

  2025 Studies In Educational Evaluation article Social Sciences School Leadership and Teacher Performance Open access

  7

  citations
• A multilevel machine learning algorithm to predict session-by-session outcome for patients receiving cognitive-behavioural therapy

  2025 Behaviour Research and Therapy article Psychology Psychotherapy Techniques and Applications Open access

  2

  citations
• Understanding the Utilization of Indigenous Institutions: The Case of Wonosobo, Central Java, Indonesia

  2025 Sustainability article Social Sciences Community and Sustainable Development Open access

  0

  citations
• One model may not fit all: Subgroup detection using model-based recursive partitioning

  2025 Journal of School Psychology article Mathematics Statistical Methods and Bayesian Inference Open access

  2

  citations
• Estimating optimal decision trees for treatment assignment: The case of K > 2 treatment alternatives

  2024 Behavior Research Methods article Mathematics Advanced Causal Inference Techniques Open access

  0

  citations
• Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees

  2024 Behavior Research Methods article Mathematics Statistical Methods and Bayesian Inference Open access

  13

  citations
• Predictors and moderators of three online interventions for eating disorder symptoms in a randomized controlled trial

  2023 International Journal of Eating Disorders article Psychology Eating Disorders and Behaviors Open access

  9

  citations
• Discovering Exceptional Development of Commitment in Interdisciplinary Study Programs

  2023 Zeitschrift für Psychologie article Decision Sciences Psychometric Methodologies and Testing Open access

  1

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

  2022 Psychometrika article Economics, Econometrics and Finance Economic and Environmental Valuation Open access

  1

  citations
• Generalized linear mixed-model (GLMM) trees: A flexible decision-tree method for multilevel and longitudinal data

  2020 Psychotherapy Research article Mathematics Statistical Methods and Bayesian Inference Open access

  91

  citations
• Fitting Prediction Rule Ensembles with R Package pre

  2020 Journal of Statistical Software article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  38

  citations

14 results