Matthias Schonlau

Matthias Schonlau's AcademicInfluence.com Rankings

Matthias Schonlau

Mathematics

#6992

World Rank

#9591

Historical Rank

Statistics

#924

World Rank

#1018

Historical Rank

mathematics Degrees

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Mathematics

Why Is Matthias Schonlau Influential?

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According to Wikipedia, Matthias Schonlau is a German Professor of statistics and actuarial science at the University of Waterloo. Early life and career Matthias Schonlau was born in Höxter, Germany. He attended University of Ulm for an undergrad degree but never obtained it because he became enrolled into a master's program at the Queen's University from which he graduated in 1993. In 1997 Matthias got his Ph.D. from the University of Waterloo.

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Matthias Schonlau's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Efficient Global Optimization of Expensive Black-Box Functions (1998) (6582)
Advantages and Disadvantages of Internet Research Surveys: Evidence from the Literature (2002) (754)
Computer experiments and global optimization (1997) (449)
Computer Intrusion: Detecting Masquerades (2001) (420)
Global versus local search in constrained optimization of computer models (1998) (419)
Androgen deprivation therapy increases cardiovascular morbidity in men with prostate cancer (2007) (408)
Children's mental health care following Hurricane Katrina: a field trial of trauma-focused psychotherapies. (2010) (302)
Predictors and prevalence of erectile dysfunction in a racially diverse population. (2006) (283)
Noncoverage and nonresponse in an Internet survey (2007) (264)
Renal and cardiovascular morbidity after partial or radical nephrectomy (2008) (250)
Selection Bias in Web Surveys and the Use of Propensity Scores (2006) (249)
Respondent-Driven Sampling (2010) (193)
A Comparison Between Responses From a Propensity-Weighted Web Survey and an Identical RDD Survey (2004) (184)
Boosted Regression (Boosting): An Introductory Tutorial and a Stata Plugin (2005) (171)
The random forest algorithm for statistical learning (2020) (164)
Off-label prescribing to children in the United States outpatient setting. (2009) (138)
Support for Students Exposed to Trauma: A Pilot Study (2009) (134)
Mental Disorders Among Gifted and Nongifted Youth: A Selected Review of the Epidemiologic Literature (2010) (131)
Measuring the effectiveness of a collaborative for quality improvement in pediatric asthma care: does implementing the chronic care model improve processes and outcomes of care? (2005) (126)
Alcohol outlet density and alcohol consumption in Los Angeles county and southern Louisiana. (2008) (120)
Does the Collaborative Model Improve Care for Chronic Heart Failure? (2005) (110)
Syndromic Surveillance: Is it Worth the Effort? (2004) (108)
Impact of small group size on neighbourhood influences in multilevel models (2010) (104)
Detecting masquerades in intrusion detection based on unpopular commands (2000) (103)
The Clustergram: A Graph for Visualizing Hierarchical and Nonhierarchical Cluster Analyses (2002) (101)
Can a Chronic Care Model Collaborative Reduce Heart Disease Risk in Patients with Diabetes? (2007) (100)
Variations in reconstruction after radical cystectomy (2006) (88)
Evaluation of a Quality Improvement Collaborative in Asthma Care: Does it Improve Processes and Outcomes of Care? (2005) (84)
Are 'Webographic' or Attitudinal Questions Useful for Adjusting Estimates from Web Surveys Using Propensity Scoring? (2007) (79)
Developmental considerations for substance use interventions from middle school through college. (2005) (71)
Incremental treatment costs in national cancer institute-sponsored clinical trials. (2003) (71)
Economic Consequences of High Public Debt: Evidence from Three Large Scale DSGE Models (2020) (68)
Support Vector Machines (2016) (68)
How do ethnicity and primary language spoken at home affect management practices and outcomes in children and adolescents with asthma? (2005) (63)
Alcohol Availability and Neighborhood Characteristics in Los Angeles, California and Southern Louisiana (2008) (62)
Straightlining in Web survey panels over time (2015) (60)
The neighborhood alcohol environment and alcohol-related morbidity. (2009) (60)
Patient Activation and Advocacy: Which Literacy Skills Matter Most? (2011) (60)
Screening the Input Variables to a Computer Model Via Analysis of Variance and Visualization (2006) (57)
The impact of realized access to care on health-related quality of life: a two-year prospective cohort study of children in the California State Children's Health Insurance Program. (2006) (57)
Web Surveys as Part of a Mixed-Mode Strategy for Populations that cannot be Contacted by E-Mail (2003) (56)
Social capital and the neighborhood alcohol environment. (2009) (54)
Soft-Label Dataset Distillation and Text Dataset Distillation (2019) (51)
A Fast Computer Intrusion Detection Algorithm Based on Hypothesis Testing of Command Transition Probabilities (1998) (51)
Does Bully Victimization Predict Future Delinquency? (2013) (47)
Patients' Literacy Skills: More Than Just Reading Ability (2011) (46)
Options for Conducting Web Surveys (2017) (44)
Will Web Surveys Ever Become Part of Mainstream Research? (2004) (44)
Literacy Skills and Calculated 10-Year Risk of Coronary Heart Disease (2010) (42)
Visualizing non-hierarchical and hierarchical cluster analyses with clustergrams (2004) (39)
A Data-Analytic Approach to Bayesian Global Optimization (1997) (37)
Semi-automated categorization of open-ended questions (2016) (35)
'Less Than One'-Shot Learning: Learning N Classes From M (2020) (31)
Sensitivity Analysis of Computer Models: World Bank HDM-III Model (1999) (28)
Alcohol and tobacco marketing: evaluating compliance with outdoor advertising guidelines. (2008) (28)
A Comparison of Test Statistics for Computer Intrusion Detection Based on Principal Components Regre (1998) (28)
Surveying a nationally representative internet-based panel to obtain timely estimates of influenza vaccination rates. (2009) (27)
Dealing with nonresponse: Strategies to increase participation and methods for postsurvey adjustments (2014) (24)
Collecting Genetic Samples in Population Wide (Panel) Surveys: Feasibility, Nonresponse and Selectivity (2010) (23)
For which glaucoma suspects is it appropriate to initiate treatment? (2009) (20)
Which literacy skills are associated with smoking? (2011) (20)
Household Survey Panels: How Much Do Following Rules Affect Sample Size? (2010) (20)
Text Mining Using N-Grams (2016) (19)
Children's Mental Health Care Following Hurricane Katrina (2010) (16)
Text Mining with n-gram Variables (2017) (15)
Disparities in the treatment of patients with IL-2 for metastatic renal cell carcinoma. (2010) (14)
The k conditional nearest neighbor algorithm for classification and class probability estimation (2019) (14)
Visualizing Categorical Data Arising in the Health Sciences Using Hammock Plots (2003) (14)
Support for Students Exposed to Trauma (2009) (14)
Graph Comprehension: An Experiment in Displaying Data as Bar Charts, Pie Charts and Tables With and Without the Gratuitous 3rd Dimension (2008) (14)
Support Vector Machines and logistic regression to predict temporal artery biopsy outcomes. (2019) (14)
Policy Options for Military Recruiting in the College Market: Results from a National Survey (2004) (13)
Three Methods for Occupation Coding Based on Statistical Learning (2017) (13)
Recruiting an Internet Panel Using Respondent-Driven Sampling (2014) (11)
Patterns of care for men with prostate cancer after failure of primary treatment (2006) (10)
The implementation of cross-sectional weights in household panel surveys (2013) (9)
Automatic Coding of Text Answers to Open-Ended Questions: Should You Double Code the Training Data? (2020) (9)
Contesting Inequality: The Impact of Immigrant Legal Status and Education on Legal Knowledge and Claims-Making in Low-Wage Labor Markets (2020) (9)
Making It Easier for School Staff to Help Traumatized Students (2009) (8)
Automatic Classification of Open-Ended Questions: Check-All-That-Apply Questions (2019) (8)
Using a Gaussian Process as a Nonparametric Regression Model (2016) (8)
SecDD: Efficient and Secure Method for Remotely Training Neural Networks (2020) (7)
What do web survey panel respondents answer when asked “Do you have any other comment?” (2015) (7)
Machine Learning for Occupation Coding—a Comparison Study (2020) (7)
Editorial: The Use of Open-ended Questions in Surveys (2021) (6)
Syndromic Surveillance: An Effective Tool for Detecting Bioterrorism? (2004) (6)
Deep Learning for System Trace Restoration (2019) (6)
Compliance among pharmacies in California with a prescription-drug discount program for Medicare beneficiaries. (2002) (6)
Asbestos Litigation Costs, Compensation, and Alternatives: (2005) (6)
Automatic Coding of Open-ended Questions into Multiple Classes: Whether and How to Use Double Coded Data (2020) (6)
Defection detection: using activity profiles to predict ISP customer vulnerability (2000) (5)
Are Final Comments in Web Survey Panels Associated with Next-Wave Attrition? (2016) (5)
Response to James M. Lucas (1996) (5)
RFOREST: Stata module to implement Random Forest algorithm (2020) (5)
Mental Disorders Among Gifted and Nongifted Youth (2010) (5)
Coding Text Answers to Open-ended Questions: Human Coders and Statistical Learning Algorithms Make Similar Mistakes (2020) (5)
Helping Children Cope with Violence and Trauma: A School-Based Program That Works (2011) (4)
An Evaluation of an Adult Asthma BTS Collaborative and the Effect of Patient Self-Management (2005) (4)
One Line To Rule Them All: Generating LO-Shot Soft-Label Prototypes (2021) (3)
Nearest labelset using double distances for multi-label classification (2017) (2)
Statistical Literacy in the Classroom: Should Introductory Statistics Courses Rethink their Goals? (2016) (2)
Improving Dataset Distillation (2019) (2)
Sampling Patients Within and Across Health Care Providers: Multi-Stage Non-Nested Samples in Health Services Research (2004) (2)
SVMACHINES: Stata module providing Support Vector Machines for both Classification and Regression (2020) (2)
Text mining with ngram variables (2018) (2)
HOTDECKVAR: Stata module for hotdeck imputation (2018) (2)
A Model-Assisted Approach for Finding Coding Errors in Manual Coding of Open-Ended Questions (2021) (2)
Pay attention and you won’t lose it: a deep learning approach to sequence imputation (2019) (1)
Optimal 1-NN prototypes for pathological geometries (2020) (1)
Improving the Accuracy of Automated Occupation Coding at Any Production Rate (2016) (1)
Automated classification for open-ended questions with BERT (2022) (1)
BOOST: Stata module to perform boosted regression (2018) (1)
Improving Access to Needed Health Care Improves Low-Income Children's Quality of Life: (2006) (1)
GRIDSEARCH: Stata module to optimize tuning parameter levels with a grid search (2020) (1)
RDS - a Stata program for respondent-driven sampling (2010) (1)
Do collaborative quality improvement programs reduce cardiovascular risk for persons with diabetes (2004) (1)
Helping Children Cope with Violence and Trauma (2011) (1)
CONVART: IMPROVING ADAPTIVE RESONANCE THE- (2018) (0)
Multi-label classification of open-ended questions with BERT (2023) (0)
HAMMOCK: Stata module to implement Hammock plot, visualizing categorical (and continuous) data (2019) (0)
Patient Incentives to Motivate Doctor Visits and Reduce Hypertension Disparities (2011) (0)
On the Equivalence of Common Approaches to Cross Sectional Weights in Household Panel Surveys (2010) (0)
Comprehension of Graphs and Tables Depend on the Task: Empirical Evidence from Two Web-Based Studies (2012) (0)
CROSSVALIDATE: Stata module to perform k-fold crossvalidation (2020) (0)
Improving Access to Needed Health Care Improves Low-Income Children's Quality of Life: Research Highlights. (2006) (0)
RDS: Stata module for respondent driven sampling (2018) (0)
NGRAM: Stata module to provide n-gram feature extractor (2018) (0)
Patients' Literacy Skills (2011) (0)
580: Disparities in Care: Predictors of Interleukin-2 Treatment in Patients with Renal Cell Cancer (2007) (0)
Patient Activation and Advocacy (2011) (0)
Erratum to: Literacy Skills and Calculated 10-Year Risk of Coronary Heart Disease (2011) (0)
Can we lower the false positive rates of bioterrorism alarms enough to tip the cost-benefit scales to an acceptable balance ? Syndromic Surveillance : Is it Worth the Effort ? (0)
ConvART: Improving Adaptive Resonance Theory for Unsupervised Image Clustering (2018) (0)
CLUSTERGRAM: Stata module to produce graph for visualizing hierarchical and non-hierarchical cluster analyses (2018) (0)
Improving Access to Drugs for Medicare Beneficiaries (2002) (0)
Hitting the Books Before Military Service: Policy Options for Recruiting in the College Market (2004) (0)

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