Nicholas Horton
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American statistics professor
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Mathematics
Nicholas Horton's Degrees
- Masters Statistics Stanford University
- Bachelors Mathematics University of California, Berkeley
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Why Is Nicholas Horton Influential?
(Suggest an Edit or Addition)According to Wikipedia, Nicholas Horton is an American statistics professor and author. He is the Beitzel Professor in Technology and Society at Amherst College. In 2022, he began a 3-year term as the vice president of the American Statistical Association.
Nicholas Horton'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
- Multilevel and Longitudinal Modeling Using Stata (2006) (1392)
- Normal sexual dimorphism of the adult human brain assessed by in vivo magnetic resonance imaging. (2001) (993)
- Strategy for intention to treat analysis in randomised trials with missing outcome data (2011) (672)
- Much Ado About Nothing (2007) (538)
- Review of Software to Fit Generalized Estimating Equation Regression Models (1999) (403)
- Guidelines for Assessment and Instruction in Statistics Education (GAISE) College Report 2016 (2016) (307)
- Left hippocampal volume as a vulnerability indicator for schizophrenia: a magnetic resonance imaging morphometric study of nonpsychotic first-degree relatives. (2002) (284)
- Statistical Computing Software Reviews Multiple Imputation in Practice: Comparison of Software Packages for Regression Models With Missing Variables (2001) (274)
- Differential dropout and bias in randomised controlled trials: when it matters and when it may not (2013) (265)
- Longitudinal associations between binge eating and overeating and adverse outcomes among adolescents and young adults: does loss of control matter? (2013) (247)
- Including all individuals is not enough: Lessons for intention-to-treat analysis (2012) (247)
- A Potential for Bias When Rounding in Multiple Imputation (2003) (246)
- Alcohol consumption and antiretroviral adherence among HIV-infected persons with alcohol problems. (2004) (244)
- Impact of normal sexual dimorphisms on sex differences in structural brain abnormalities in schizophrenia assessed by magnetic resonance imaging. (2002) (238)
- Handling missing data in RCTs; a review of the top medical journals (2014) (226)
- Cigarette smoking in relation to depression: historical trends from the Stirling County Study. (2003) (184)
- Assessing missed opportunities for HIV testing in medical settings (2004) (180)
- Randomized controlled trial of proactive web-based alcohol screening and brief intervention for university students. (2009) (179)
- Uptake and adherence to highly active antiretroviral therapy among HIV-infected people with alcohol and other substance use problems: the impact of substance abuse treatment. (2004) (172)
- Prospective Association of Common Eating Disorders and Adverse Outcomes (2012) (164)
- Data Science in Statistics Curricula: Preparing Students to “Think with Data” (2014) (157)
- Adolescent Eating Disorders Predict Psychiatric, High-Risk Behaviors and Weight Outcomes in Young Adulthood. (2015) (153)
- Perceptions of Racial Discrimination and the Risk of Preterm Birth (2002) (152)
- A review and new report of medial temporal lobe dysfunction as a vulnerability indicator for schizophrenia: a magnetic resonance imaging morphometric family study of the parahippocampal gyrus. (2003) (144)
- The relationship between sexual and physical abuse and substance abuse consequences. (2002) (141)
- Depression and mortality in a longitudinal study: 1952–2011 (2017) (140)
- Detecting alcohol problems in HIV-infected patients: use of the CAGE questionnaire. (2004) (137)
- Alcohol consumption and HIV disease progression: are they related? (2003) (132)
- Body Satisfaction, Weight Gain, and Binge Eating Among Overweight Adolescent Girls (2012) (131)
- Maximum likelihood analysis of generalized linear models with missing covariates (1999) (129)
- Statistical methods in the journal. (2005) (128)
- Addressing Alcohol Problems in Primary Care: A Cluster Randomized, Controlled Trial of a Systems Intervention: The Screening and Intervention in Primary Care (SIP) Study (2003) (127)
- A Randomized Controlled Trial to Enhance Antiretroviral Therapy Adherence in Patients with a History of Alcohol Problems (2005) (127)
- Goodness-of-fit for GEE: an example with mental health service utilization. (1999) (127)
- Brief Intervention for Medical Inpatients with Unhealthy Alcohol Use (2007) (119)
- Onset of natural menopause in African American women. (2003) (118)
- Dual effect of parity on breast cancer risk in African-American women. (2003) (118)
- Towards more accessible conceptions of statistical inference (2011) (115)
- Prospective associations of concerns about physique and the development of obesity, binge drinking, and drug use among adolescent boys and young adult men. (2014) (114)
- R Markdown: Integrating A Reproducible Analysis Tool into Introductory Statistics (2014) (114)
- Racial discrimination and the incidence of hypertension in US black women. (2006) (107)
- Homeless Chronicity and Health-Related Quality of Life Trajectories Among Adults With Addictions (2005) (105)
- Acculturation status and heavy alcohol use among Mexican American college students: investigating the moderating role of gender. (2006) (104)
- Web-based alcohol screening and brief intervention for university students: a randomized trial. (2014) (103)
- Linking alcohol- and drug-dependent adults to primary medical care: a randomized controlled trial of a multi-disciplinary health intervention in a detoxification unit. (2003) (102)
- Family functioning and quality of parent-adolescent relationship: cross-sectional associations with adolescent weight-related behaviors and weight status (2016) (97)
- Primary medical care and reductions in addiction severity: a prospective cohort study. (2005) (95)
- A prospective study of the effect of childbearing on weight gain in African-American women. (2003) (94)
- Web-based alcohol intervention for Mäori university students: double-blind, multi-site randomized controlled trial (2012) (89)
- Relation between neighborhood median housing value and hypertension risk among black women in the United States. (2007) (82)
- Regression analysis of multiple source and multiple informant data from complex survey samples (2004) (82)
- The relationship of prenatal and perinatal complications to cognitive functioning at age 7 in the New England Cohorts of the National Collaborative Perinatal Project. (2000) (82)
- Sex differences in clinical response to olanzapine compared with haloperidol (2002) (82)
- Association of alcohol consumption with HIV sex- and drug-risk behaviors among drug users. (2001) (81)
- Analysis of Partially Observed Clustered Data using Generalized Estimating Equations and Multiple Imputation (2014) (80)
- The mosaic Package: Helping Students to Think with Data Using R (2017) (78)
- Sources of Variability in Reflectance Measurements on Normal Cadaver Ears (2008) (77)
- Translational methods in biostatistics: linear mixed effect regression models of alcohol consumption and HIV disease progression over time (2007) (76)
- The severity of unhealthy alcohol use in hospitalized medical patients (2006) (75)
- Effects of Middle-Ear Disorders on Power Reflectance Measured in Cadaveric Ear Canals (2012) (74)
- Overdose after detoxification: a prospective study. (2007) (74)
- Telling Data Stories: Essential Dialogues for Comparative Reasoning (2010) (74)
- Do brief measures of readiness to change predict alcohol consumption and consequences in primary care patients with unhealthy alcohol use? (2007) (72)
- Slowing the revolving door: stabilization programs reduce homeless persons' substance use after detoxification. (2003) (71)
- Obesity and Weight Gain in Relation to Depression: Findings from the Stirling County Study (2008) (70)
- Use of multiple informant data as a predictor in psychiatric epidemiology (1999) (68)
- Bias due to missing exposure data using complete‐case analysis in the proportional hazards regression model (2003) (67)
- A Multilevel Study of Socioeconomic Predictors of Regular Mammography Use Among African-American Women (2005) (66)
- Episodic homelessness and health care utilization in a prospective cohort of HIV-infected persons with alcohol problems (2006) (65)
- A cautionary note regarding count models of alcohol consumption in randomized controlled trials (2007) (64)
- Inconsistent condom use among HIV-infected patients with alcohol problems. (2004) (64)
- Suicidal behavior, drug use and depressive symptoms after detoxification: a 2-year prospective study. (2004) (63)
- Teaching the Next Generation of Statistics Students to “Think With Data”: Special Issue on Statistics and the Undergraduate Curriculum (2015) (62)
- Childhood hyperactivity/inattention and eating disturbances predict binge eating in adolescence (2015) (59)
- Impact of genetic vulnerability and hypoxia on overall intelligence by age 7 in offspring at high risk for schizophrenia compared with affective psychoses. (2000) (57)
- Posture-induced changes in distortion-product otoacoustic emissions and the potential for noninvasive monitoring of changes in intracranial pressure (2006) (57)
- Multiple Imputation in Practice (2001) (56)
- Male Eating Disorder Symptom Patterns and Health Correlates From 13 to 26 Years of Age. (2016) (52)
- Normative Reflectance and Transmittance Measurements on Healthy Newborn and 1-Month-Old Infants (2010) (51)
- Conceptual Challenges in Coordinating Theoretical and Data-centered Estimates of Probability (2011) (50)
- Mortality associated with depression (2008) (49)
- Alcohol use and HIV risk behaviors among HIV-infected hospitalized patients in St. Petersburg, Russia. (2005) (49)
- Do good things come to those who drink? A longitudinal investigation of drinking expectancies and hazardous alcohol use in female college athletes. (2006) (47)
- The use of the mini-mental state examination in recruitment for substance abuse research studies. (2006) (47)
- Maximum Likelihood Analysis of Logistic Regression Models with Incomplete Covariate Data and Auxiliary Information (2001) (47)
- Taking a Chance in the Classroom: Setting the Stage for Data Science: Integration of Data Management Skills in Introductory and Second Courses in Statistics (2015) (45)
- Multiple informants: mortality associated with psychiatric disorders in the Stirling County Study. (2001) (44)
- Challenges and Opportunities for Statistics and Statistical Education: Looking Back, Looking Forward (2015) (42)
- Substance abuse treatment and risk behaviors among HIV-infected persons with alcohol problems. (2005) (42)
- Some medical inpatients with unhealthy alcohol use may benefit from brief intervention. (2009) (39)
- The use and abuse of multiple outcomes in randomized controlled depression trials. (2011) (39)
- Multiple informants: a new method to assess breast cancer patients' comorbidity. (2003) (39)
- Athletic Involvement and Its Relevance to Hazardous Alcohol Use and Drinking Game Participation in Female College Athletes: A Preliminary Investigation (2008) (37)
- Eating disorder behaviours amongst adolescents: investigating classification, persistence and prospective associations with adverse outcomes using latent class models (2016) (36)
- Linkage with primary medical care in a prospective cohort of adults with addictions in inpatient detoxification: room for improvement. (2004) (34)
- Assessing eating disorder symptoms in adolescence: is there a role for multiple informants? (2014) (34)
- Use of R as a Toolbox for Mathematical Statistics Exploration (2004) (33)
- Posture systematically alters ear-canal reflectance and DPOAE properties (2010) (33)
- The Course of Eating Disorders Involving Bingeing and Purging Among Adolescent Girls: Prevalence, Stability, and Transitions. (2019) (33)
- Health Utility Ratings for a Spectrum of Alcohol-Related Health States (2005) (32)
- Using R and RStudio for Data Management, Statistical Analysis, and Graphics (2015) (32)
- Characterizing high school students who play drinking games using latent class analysis. (2013) (31)
- Where's the House Party? Hazardous Drinking Behaviors and Related Risk Factors (2009) (30)
- Overweight and perception of overweight as predictors of smokeless tobacco use and of cigarette smoking in a cohort of Swedish adolescents. (2009) (30)
- Physician-reported practice of managing childhood posttraumatic stress in pediatric primary care. (2008) (30)
- Factor structure of the SOCRATES questionnaire in hospitalized medical patients. (2009) (30)
- Addressing Smoking Cessation in Methadone Programs (2005) (27)
- Intracranial pressure modulates distortion product otoacoustic emissions: a proof-of-principle study. (2014) (26)
- A latent class analysis to empirically describe eating disorders through developmental stages. (2012) (26)
- Physical and sexual violence and health care utilization in HIV-infected persons with alcohol problems (2005) (25)
- Modern Data Science with R (2017) (25)
- Emergency Department and Hospital Utilization Among Alcohol and Drug-Dependent Detoxification Patients without Primary Medical Care (2006) (25)
- Association of Violence Victimization with Inconsistent Condom Use in HIV-Infected Persons (2006) (24)
- Evaluation of risk factors associated with recurrent obstruction in cats treated medically for urethral obstruction. (2013) (22)
- Alternative methods for testing treatment effects on the basis of multiple outcomes: Simulation and case study (2011) (22)
- Using R for Data Management, Statistical Analysis, and Graphics (2010) (21)
- Exploring the Role of Family Functioning in the Association Between Frequency of Family Dinners and Dietary Intake Among Adolescents and Young Adults. (2018) (21)
- The utility of the AUDIT in screening for drinking game involvement among female college students. (2007) (21)
- Screening for sexually transmitted infections in substance abuse treatment programs. (2003) (20)
- Balancing Disclosure Risk Against the Loss of Nonpublication (1999) (20)
- Teaching precursors to data science in introductory and second courses in statistics (2014) (20)
- SAS and R: Data Management, Statistical Analysis, and Graphics (2009) (20)
- Secular trends in family dinner frequency among adolescents (2016) (19)
- Substance abuse treatment and emergency department utilization among a cohort of HIV-infected persons with alcohol problems. (2003) (19)
- Substance abuse treatment and hospitalization among a cohort of HIV-infected individuals with alcohol problems. (2005) (19)
- Updated Guidelines, Updated Curriculum: The GAISE College Report and Introductory Statistics for the Modern Student (2017) (18)
- Prevalence of purging at age 16 and associations with negative outcomes among girls in three community-based cohorts (2014) (17)
- Intrasubject variability in power reflectance. (2014) (17)
- Time Trends in Mortality Associated with Depression: Findings from the Stirling County Study (2010) (17)
- Using latent class analysis to empirically classify maltreatment according to the developmental timing, duration, and co-occurrence of abuse types. (2020) (17)
- Improvements in readiness to change and drinking in primary care patients with unhealthy alcohol use: a prospective study (2009) (16)
- Incorporating missingness for estimation of marginal regression models with multiple source predictors (2007) (16)
- Using generalized estimating equations and extensions in randomized trials with missing longitudinal patient reported outcome data (2018) (15)
- Maximum likelihood estimation of bivariate logistic models for incomplete responses with indicators of ignorable and non‐ignorable missingness (2002) (14)
- Alcohol Counseling Reflects Higher Quality of Primary Care (2008) (13)
- Relationship of depressive symptoms and mental health functioning to repeat detoxification. (2005) (13)
- Reflectance Measures from Infant Ears With Normal Hearing and Transient Conductive Hearing Loss (2016) (13)
- Implementing Version Control With Git and GitHub as a Learning Objective in Statistics and Data Science Courses (2020) (12)
- A mean score method for sensitivity analysis to departures from the missing at random assumption in randomised trials. (2017) (12)
- What Is Statistics (2018) (12)
- What Your Doctor Should Know about Statistics (but Perhaps Doesn't…) (2007) (12)
- Establishing baseline water quality for household wells within the Marcellus Shale gas region, Susquehanna County, Pennsylvania, U.S.A. (2015) (11)
- A Program Aimed toward Inclusive Excellence for Underrepresented Undergraduate Women in the Sciences (2017) (11)
- Depressive and anxious symptoms and 20‐year mortality: Evidence from the Stirling County study (2018) (11)
- I Hear, I Forget. I Do, I Understand: A Modified Moore-Method Mathematical Statistics Course (2013) (11)
- A maximum likelihood latent variable regression model for multiple informants (2008) (10)
- Injury among detoxification patients: alcohol users' greater risk. (2002) (9)
- Data Visualization on Day One: Bringing Big Ideas into Intro Stats Early and Often (2017) (8)
- A Method for Modeling Utilization Data from Multiple Sources: Application in a Study of Linkage to Primary Care (2002) (8)
- Alcohol and medication interactions in primary care patients: common and unrecognized. (2003) (8)
- Physicians’ attitudes toward unhealthy alcohol use and self-efficacy for screening and counseling as predictors of their counseling and primary care patients’ drinking outcomes (2013) (8)
- Wrangling Categorical Data in R (2018) (7)
- Review of Multilevel and Longitudinal Modeling Using Stata, Second Edition, by Sophia Rabe-Hesketh and Anders Skrondal (2008) (7)
- Common eating disorders predictive of adverse outcomes are missed by the DSM-IV and DSM-5 classifications (2012) (7)
- Distortion Product Otoacoustic Emissions and Intracranial Pressure During CSF Infusion Testing. (2016) (7)
- The performance of multiple imputation for missing covariates relative to complete case analysis (2010) (6)
- Child and adolescent maltreatment patterns and risk of eating disorder behaviors developing in young adulthood. (2021) (6)
- Enriching Students’ Conceptual Understanding of Confidence Intervals: An Interactive Trivia-Based Classroom Activity (2017) (6)
- Modelling Inequality with a Single Parameter (2008) (6)
- Integrating Computing in the Statistics and Data Science Curriculum: Creative Structures, Novel Skills and Habits, and Ways to Teach Computational Thinking (2020) (6)
- Maximum Likelihood Estimation of Marginal Pairwise Associations with Multiple Source Predictors (2006) (6)
- Maternal Eating Disorders and Eating Disorder Treatment Among Girls in the Growing up Today Study. (2019) (6)
- Rail Trails and Property Values: Is There an Association? (2015) (5)
- Statistical foundations (2017) (5)
- 25 Estimation of Marginal Regression Models with Multiple Source Predictors (2007) (5)
- Ensuring That Mathematics is Relevant in a World of Data Science (2017) (5)
- The Course of Weight/Shape Concerns and Disordered Eating Symptoms Among Adolescent and Young Adult Males. (2021) (5)
- Stata Tip 95: Estimation of Error Covariances in a Linear Model (2011) (4)
- Computing in the Statistics Curricula: A 10-Year Retrospective (2021) (4)
- The Impact of Different Sources of Body Mass Index Assessment on Smoking Onset: An Application of Multiple-Source Information Models (2011) (4)
- Neighborhood socioeconomic status and the incidence of hypertension in the black women's health study (2004) (4)
- Project MOSAIC Statistics and Mathematics Teaching Utilities [R package mosaic version 1.8.2] (2020) (4)
- Greater Data Science at Baccalaureate Institutions (2017) (4)
- A survey of physicians' attitudes and behavior toward PMS. (1988) (3)
- The Growing Importance of Reproducibility and Responsible Workflow in the Data Science and Statistics Curriculum (2022) (3)
- Fitting Generalized Estimating Equation (GEE) Regression Models in Stata (2001) (3)
- Adjusting models of ordered multinomial outcomes for nonignorable nonresponse in the occupational employment statistics survey (2014) (3)
- Foundations of Statistics for Data Scientists: With R and Python (2022) (3)
- WEB-BASED INTERVENTION FOR MAORI UNIVERSITY STUDENTS WITH HAZARDOUS DRINKING: DOUBLE-BLIND, MULTI-SITE RANDOMISED CONTROLLED TRIAL (2012) (3)
- High shape concerns predicts becoming obese , binge drinking , and drug use among adolescent and young adult males (2014) (3)
- 10 – Estimation of Marginal Regression Models with Multiple Source Predictors (2010) (3)
- Measurements of ear-canal cross-sectional areas from live human ears with implications for wideband acoustic immittance measurements. (2020) (3)
- Implementing version control with Git as a learning objective in statistics courses (2020) (3)
- Multilevel and Longitudinal Modeling Using Stata. Sophia Rabe-Hesketh and Anders Skrondal (2006) (3)
- Introduction to R and RStudio (2014) (3)
- Randomization-based inference using the mosaic package (2012) (3)
- An educator’s perspective of the tidyverse (2021) (2)
- Marginal regression models with a time to event outcome and discrete multiple source predictors (2006) (2)
- Lifetime experience of multiple common mental disorders and 19-year mortality: results from a Canadian population-based cohort (2019) (2)
- Complete-cases analysis is appropriate for randomised trials with pre-test–post-test designs (2009) (2)
- The Data Science Corps Wrangle-Analyze-Visualize Program: Building Data Acumen for Undergraduate Students (2021) (2)
- A three-stage micropropagation system for a novel color morph of the wildflower, Porteranthus trifoliatus (L.) Britt (2007) (2)
- Effects of middle‐ear disorders on ear‐canal reflectance measures in human cadaver ears. (2010) (2)
- Statistical Sleuthing During Epidemics: Maternal Influenza and Schizophrenia (2005) (2)
- Data science ethics (2021) (2)
- SOURCES OF VARIABILITY IN REFLECTANCE MEASUREMENTS ON NORMAL HUMAN EARS (2007) (2)
- Interview With Nicholas J. Horton (2018) (1)
- 30 Years of the Journal of Statistics and Data Science Education (2022) (1)
- Spam Four Ways: Making Sense of Text Data (2022) (1)
- Assessing and Improving Prediction and Classification, Theory and Algorithms in C++ (2017) (1)
- Discussion: Making Progress in a Crowded Market (2016) (1)
- Example 2 : Fitting Latent Class Models Using Add-on Packages (2012) (1)
- Network science (1)
- Facilitating team-based data science: Lessons learned from the DSC-WAV project (2021) (1)
- Child and Adolescent Abuse Patterns and Incident Obesity Risk in Young Adulthood. (2022) (1)
- Prologue: Why data science? (2021) (0)
- Supervised learning (0)
- Dynamic and customized data graphics (2021) (0)
- A grammar for graphics (0)
- Analysis of multiple source/multiple informant data in Stata (2005) (0)
- Graphical options and configuration (2014) (0)
- Epilogue: Towards “big data” (2021) (0)
- Comparisons of reflectance measurements across measurements sessions, instruments, and ages (2014) (0)
- Simulation (2018) (0)
- Data input and output (2014) (0)
- Module 10 : Sleuthing with Probability and Statistics (2015) (0)
- Example 1 : Assessing the Robustness of the One-Sample t-test (2012) (0)
- Iteration (2020) (0)
- Statistics Levels 5 to 7: A teacher's guide to informal comparative reasoning (2008) (0)
- Modelling Inequality with a Single Parameter 1 (0)
- Predictive modeling (2004) (0)
- The HELP study dataset (2010) (0)
- Regression generalizations and multivaraiate statistics (2010) (0)
- Regression generalizations and modeling (2014) (0)
- Geospatial computations (0)
- Data Science Transfer Pathways From Associate’s to Bachelor’s Programs (2022) (0)
- How I spent my year at the bureau of labor statistics (2012) (0)
- Retrieve Data from MacLeish Field Station [R package macleish version 0.3.6] (2020) (0)
- National Academies' Roundtable on Data Science Postsecondary Education (2020) (0)
- Statistical and mathematical functions (2014) (0)
- Data visualization (0)
- Linear regression and ANOVA (2010) (0)
- A graphical compendium (2014) (0)
- Agony and ecstasy: teaching a computationally intensive introductory statistics course using Stata (2007) (0)
- Data Scraping, Ingestation, and Modeling: Bringing Data from cars.com into the Intro Stats Class (2018) (0)
- Database administration (0)
- How learners produce data from text in classifying clickbait (2023) (0)
- Introduction to SAS (2010) (0)
- Common statistical procedures (2010) (0)
- Teaching causal inference: moving beyond ‘correlation does not imply causation’ (2023) (0)
- Absorbance Measurements From Normal-hearing Ears in the National Health and Nutrition Examination Survey, 2015-2016 and 2017-2020. (2023) (0)
- Wrangling categorical data in R: Supplemental Appendices (2018) (0)
- Complement to 'Modern Data Science with R' [R package mdsr version 0.2.0] (2020) (0)
- Hazardous Drinking Games Measure (2017) (0)
- The importance of good coding practices for data scientists (2022) (0)
- Programming and operating system interface (2014) (0)
- Exploring the role of family functioning in the association between family dinner frequency and dietary intake among adolescents and young adults (2019) (0)
- Conference review: Kickoff workshop for project mosaic (2011) (0)
- Clinician Attitudes Toward Biostatistics. Author's reply (2007) (0)
- Data wrangling on one table (2021) (0)
- Book Review: Applied mixed models in medicine (2003) (0)
- The impact of correlated exposures and missing data on multiple informant models used to identify critical exposure windows (2023) (0)
- Introduction to R (2009) (0)
- Text as data (0)
- Taking a Chance in the Classroom: Using a “Study of Studies” to Help Statistics Students Assess Research Findings (2017) (0)
- Working with geospatial data (2021) (0)
- Secular trends in family dinner frequency among adolescents (2016) (0)
- Database querying using SQL (0)
- Data wrangling on multiple tables (2021) (0)
- Measurements of ear-canal geometry from high-resolution CT scans of human adult ears (2023) (0)
- What's the big idea? The EM algorithm (2021) (0)
- Unsupervised learning (0)
- Other topics and extended examples (2009) (0)
- Analysis of incomplete data regression models in health services studies (2006) (0)
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