Matthias Schonlau

1. Selection Bias in Web Surveys and the Use of Propensity Scores
   2009/02/01 by Matthias Schonlau, Arthur van Soest, Arie Kapteyn +2 · 8 citations
   Social Sciences · Mathematics · #Survey Methodology and Nonresponse #Advanced Causal Inference Techniques #Urban, Neighborhood, and Segregation Studies
2. The random forest algorithm for statistical learning
   2020/03/01 by Matthias Schonlau, Rosie Yuyan Zou · 4 citations
   Business, Management and Accounting · Computer Science · #Financial Distress and Bankruptcy Prediction #Data Mining Algorithms and Applications #Imbalanced Data Classification Techniques
3. Coding Text Answers to Open-ended Questions: Human Coders and Statistical Learning Algorithms Make Similar Mistakes
   2020/11/30 by Zhoushanyue He, He, Zhoushanyue, Matthias Schonlau +1 · 1 citation
   Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Computational and Text Analysis Methods #Topic Modeling #automatic coding #manual coding #open-ended question #text answer #text classification
4. Automated Classification for Open-Ended Questions with BERT
   2023/05/24 by Hyukjun Gweon, Matthias Schonlau · 1 voice · 1 citation
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
5. Snapshot plots: displaying summary tables as parallel univariate plots with consistent color highlighting
   2026/07/30 by Matthias Schonlau, Sandra Huang, Tiancheng Yang
   Computer Science · Mathematics · #cs.GR #cs.HC #stat.AP