An Introduction to Statistical Learning

• Smartphone-Based Detection of Potentially Critical Cycling Manoeuvres for Proactive Cycling Safety Assessment

  2026 Sensors article Engineering Traffic and Road Safety Open access

  0

  citations
• Exploring Moderators and Mediators of the Outcome of Group Cognitive Behavioural Therapy Compared With Group Schema Therapy for Social Anxiety Disorder and Comorbid Avoidant Personality Disorder

  2025 Clinical Psychology & Psychotherapy article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access

  3

  citations
• A short overview of variable types and how to choose them

  2025 BJPsych Advances article Mathematics Statistical Methods in Epidemiology Open access

  2

  citations
• Machine Learning-based estimation and explainable artificial intelligence-supported interpretation of the critical temperature from magnetic ab initio Heusler alloys data

  2025 Physical Review Materials article Materials Science Machine Learning in Materials Science Open access

  9

  citations
• Data-Driven Formulation and Monitoring of Process Stability in Precise Electrochemical Machining (PECM)

  2025 Procedia CIRP article Engineering Advanced Machining and Optimization Techniques Open access

  2

  citations
• Algorithm-Enhanced Fuel Poverty Prediction Using Household Characteristics, Socio-Economic Factors, and Clustering Analysis

  2025 SSRN Electronic Journal preprint Environmental Science Energy and Environment Impacts Open access

  9

  citations
• Stop Adjusting for Anything: How the Backdoor and Adjustment Criteria Empower Causal Occupant-Centric Research

  2025 SSRN Electronic Journal preprint Mathematics Advanced Causal Inference Techniques Open access

  0

  citations
• From the wetlands to the farmyard: Osteometric approach to the presence of domestic geese and ducks in Zuid Holland, 150–1700 AD

  2024 International Journal of Osteoarchaeology article Earth and Planetary Sciences Archaeology and ancient environmental studies Open access

  2

  citations
• Understanding overfitting in random forest for probability estimation: a visualization and simulation study

  2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access

  149

  citations
• Dynamic Prediction of Overall Survival for Patients with Osteosarcoma: A Retrospective Analysis of the EURAMOS-1 Clinical Trial Data

  2024 Current Oncology article Medicine Sarcoma Diagnosis and Treatment Open access

  5

  citations
• Repeated cognitive assessments show stable function over time in patients with ALS

  2024 Journal of Neurology article Medicine Amyotrophic Lateral Sclerosis Research Open access

  6

  citations
• Effective sample size: A measure of individual uncertainty in predictions

  2024 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

  16

  citations
• The impact of diesel vehicles on NOx and PM10 emissions from road transport in urban morphological zones: A case study in North Rhine-Westphalia, Germany

  2020 The Science of The Total Environment article Engineering Vehicle emissions and performance

  61

  citations

13 results