Matthias Schonlau
Publications by Year
Research Areas
Survey Methodology and Nonresponse, Machine Learning and Data Classification, Data Mining Algorithms and Applications, Urban, Neighborhood, and Segregation Studies, Data-Driven Disease Surveillance
Most-Cited Works
- → Efficient Global Optimization of Expensive Black-Box Functions(1998)7,593 cited
- → The random forest algorithm for statistical learning(2020)1,219 cited
- → Advantages and Disadvantages of Internet Research Surveys: Evidence from the Literature(2002)735 cited
- → Androgen deprivation therapy increases cardiovascular morbidity in men with prostate cancer(2007)541 cited
- → Global versus local search in constrained optimization of computer models(1998)433 cited
- Computer experiments and global optimization(1997)
- → Computer Intrusion: Detecting Masquerades(2001)378 cited
- → Children's mental health care following Hurricane Katrina: A field trial of trauma‐focused psychotherapies(2010)319 cited
- → Renal and cardiovascular morbidity after partial or radical nephrectomy(2007)289 cited
- → Noncoverage and nonresponse in an Internet survey(2005)275 cited