The Effectiveness of Adjustment by Subclassification in Removing Bias in Observational Studies
Cochran, W. G.·1968·Biometrics
DOI 10.2307/2528036
Cited by (961)
Items 201–300 of 961
- Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical dataShengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael W. Sjoding, Jenna Wiens · 2020 · Journal of the American Medical Informatics Association
- Does the Surgical Apgar Score Measure Intraoperative Performance?S. Regenbogen, R. Lancaster, S. Lipsitz, C. Greenberg, M. Hutter, A. Gawande · 2008 · Annals of Surgery
- Métodos de puntuación de propensión para crear una distribución equilibrada de las covariables en los estudios observacionalesCassandra Wolos Pattanayak, Donald B. Rubin, Elizabeth R. Zell · 2011 · Revista Española de Cardiología
- Assortative mating for relative weight: Genetic implicationsDavid B. Allison, Michael Churton Neale, Melissa I. Kezis, Vincent C. Alfonso, Stanley Heshka, SB Heymsfield · 1996 · Behavior Genetics
- Radiotherapy Is Associated With Improved Survival in Adjuvant and Palliative Treatment of Extrahepatic CholangiocarcinomasEric T. Shinohara, Nandita Mitra, Mengye Guo, James M. Metz · 2009 · International Journal of Radiation Oncology*Biology*Physics
- Quality of Life Associated with Daily Opioid Therapy in a Primary Care Chronic Pain SampleKathryn Sullivan Dillie, Michael Francis Fleming, Marlon P. Mundt, Michael T. French · 2008 · The Journal of the American Board of Family Medicine
- Variable selection for propensity score models when estimating treatment effects on multiple outcomes: a simulation studyRichard Wyss, Cynthia J. Girman, Robert J. LoCasale, M. Alan Brookhart, Til Stürmer · 2012 · Pharmacoepidemiology and Drug Safety
- Application of propensity scores and potential outcomes to estimate effectiveness of traffic safety countermeasures: Exploratory analysis using intersection lighting dataLekshmi Sasidharan, Eric T. Donnell · 2012 · Accident Analysis & Prevention
- Association Between Arterial Catheter Use and Hospital Mortality in Intensive Care UnitsHayley Beth Gershengorn, Hannah Wunsch, Damon C. Scales, Ryan Zarychanski, Gordon David Rubenfeld, Allan Garland · 2014 · JAMA Internal Medicine
- Student Involvement in Ethnic Student Organizations: Examining Civic Outcomes 6 Years After GraduationNicholas A. Bowman, Julie J. Park, Nida Denson · 2014 · Research in Higher Education
- Trends in surgical management for acute cholecystitisNicholas G. Csikesz, Jennifer F. Tseng, Shimul A. Shah · 2008 · Surgery
- Explanation and Elaboration Document for the STROBE-Vet Statement: Strengthening the Reporting of Observational Studies in Epidemiology—Veterinary ExtensionAnnette M. Cormier O'Connor, Jan Merrill Sargeant, Ian R. Dohoo, Hollis Nancy Erb, Myriam Cevallos, Matthias Egger, Annette Kjær Ersbøll, S.W. Martin, Liza Rosenbaum Nielsen, David L. Pearl et al. · 2016 · Journal of Veterinary Internal Medicine
- High Volume and Outcome After Liver Resection: Surgeon or Center?Robert W. Eppsteiner, Nicholas G. Csikesz, Jessica P. Simons, Jennifer F. Tseng, Shimul A. Shah · 2008 · Journal of Gastrointestinal Surgery
- Observational StudyPaul R. Rosenbaum · 2005 · Encyclopedia of Statistics in Behavioral Science
- Matching Estimators of Causal EffectsDavid James Harding · 2007 · Cambridge University Press eBooks
- The cost of resistance: incremental cost of methicillin-resistant Staphylococcus aureus (MRSA) in German hospitalsAnsgar Resch, Michael H. Wilke, Christian Fink · 2008 · The European Journal of Health Economics
- Causal Modeling in Environmental HealthMarie‐Abèle Bind · 2019 · Annual Review of Public Health
- Merits and caveats of propensity scores to adjust for confounding.E. Fu, R. Groenwold, C. Zoccali, K. Jager, M. van Diepen, F. Dekker · 2018 · Nephrology, Dialysis and Transplantation
- Getting off to a good start? First-year undergraduate research experiences and student outcomesNicholas A. Bowman, Joshua M. Holmes · 2017 · Higher Education
- Sample Selection in Randomized Experiments: A New Method Using Propensity Score Stratified SamplingElizabeth Tipton, Larry Vernon Hedges, Michael Vaden-Kiernan, Geoffrey D. Borman, Kate Sullivan, Sarah L. Caverly · 2014 · Journal of Research on Educational Effectiveness
- Did Duty Hour Reform Lead to Better Outcomes Among the Highest Risk Patients?Kevin G. M. Volpp, Amy K. Rosen, Paul R. Rosenbaum, Patrick S. Romano, Kamal M.F. Itani, Lisa M. Bellini, Orit Even‐Shoshan, Liyi Cen, Yanli Wang, Michael J. Halenar et al. · 2009 · Journal of General Internal Medicine
- Impact of robotics on manufacturing: A longitudinal machine learning perspectiveMaría Teresa Ballestar, Ángel Díaz-Chao, Jorge Sáinz, Joan Torrent‐Sellens · 2020 · Technological Forecasting and Social Change
- Comparison of safety effect estimates obtained from empirical Bayes before–after study, propensity scores-potential outcomes framework, and regression model with cross-sectional dataJonathan Wood, Eric T. Donnell, Richard J. Porter · 2014 · Accident Analysis & Prevention
- Propensity Score Methods for Bias Reduction in Observational Studies of Treatment EffectSindhu R. Johnson, GEORGE A. TOMLINSON, GILLIAN A. HAWKER, John Thomas Granton, Brian Michael Feldman · 2018 · Rheumatic Disease Clinics of North America
- Another look at ANCOVA versus blocking.Scott E. Maxwell, Harold D. Delaney, Charles A. Dill · 1984 · Psychological Bulletin
- A comparison of machine learning algorithms and covariate balance measures for propensity score matching and weightingMassimo Cannas, Bruno Arpino · 2019 · Biometrical Journal
- Do fit opinions matter? The impact of fit context on online product returnsWang, Yang, Ramachandran, Vandana, Liu Sheng, Olivia R. · 2021 · Information Systems Research
- Evaluating State Programmes: "Natural Experiments" and Propensity Scores*Denis Conniffe, Vanessa Gash, Philip J. O’Connell · 2000 · RePEc: Research Papers in Economics
- Active Labor Market Policy Effects in a Dynamic SettingBruno Crépon, Marc Ferracci, Grégory Jolivet, Gérard J. van den Berg · 2009 · Journal of the European Economic Association
- Why do patents facilitate trade in technology? Testing the disclosure and appropriation effectsGaétan de Rassenfosse, Alfons Palangkaraya, Elizabeth M. Webster · 2016 · Research Policy
- Antidepressants and Risks of Suicide and Suicide AttemptsAndrew C. Leon, David A. Solomon, Chunshan Li, Jess G. Fiedorowicz, William H Coryell, Jean Endicott, Martin B. Keller · 2011 · The Journal of Clinical Psychiatry
- Propensity-Score Matching in Economic Analyses: Comparison with Regression Models, Instrumental Variables, Residual Inclusion, Differences-in-Differences, and Decomposition MethodsWilliam H. Crown · 2014 · Applied Health Economics and Health Policy
- How technological proximity affect collaborative innovation? An empirical study of China’s Beijing–Tianjin–Hebei regionHongjun Chen, Fu-Ji Xie · 2018 · Journal of Management Analytics
- Post-Approval Drug Safety SurveillanceRobert David Gibbons, Anup K. Amatya, C. Hendricks Brown, Kwan Hur, Sue M. Marcus, Dulal Kumar Bhaumik, J. John Mann · 2010 · Annual Review of Public Health
- Propensity scores in the design of observational studies for causal effectsPeter Rosenbaum, Donald B. Rubin · 2022 · Biometrika
- Combining propensity score‐based stratification and weighting to improve causal inference in the evaluation of health care interventionsAriel Linden · 2014 · Journal of Evaluation in Clinical Practice
- A Comparison of Approaches to Advertising Measurement: Evidence from Big Field Experiments at FacebookBrett R. Gordon, Florian Zettelmeyer, Neha Bhargava, Dan Chapsky · 2017 · SSRN Electronic Journal
- Propensity score adjustment using machine learning classification algorithms to control selection bias in online surveysFerri-García, Ramón, Rueda, María del Mar · 2020 · PLOS ONE
- Changes in alcohol consumption and beverage preference among adolescents after the introduction of the alcopops tax in GermanyStefanie Müller, Daniela Piontek, Alexander Pabst, Sebastian Edgar Baumeister, Ludwig Kraus · 2010 · Addiction
- Affinely invariant matching methods with discriminant mixtures of proportional ellipsoidally symmetric distributionsDonald B. Rubin, Elizabeth A. Stuart · 2006 · The Annals of Statistics
- Mergers and Acquisitions in the Pharmaceutical and Biotech IndustriesPatricia M. Danzon, Andrew J. Epstein, Sean Nicholson · 2003 · SSRN Electronic Journal
- Mergers and Acquisitions in the Pharmaceutical and Biotech IndustriesPatricia M. Danzon, Andrew J. Epstein, Sean Nicholson · 2004 · National Bureau of Economic Research
- RegTech: Technology-driven compliance and its effects on profitability, operations, and market structureBen Charoenwong, Zachary T Kowaleski, Alan P. Kwan, Andrew Sutherland · 2024 · Journal of Financial Economics
- Matching and thick description in an observational study of mortality after surgery.Paul R. Rosenbaum, J. H. Silber · 2001 · Biostatistics
- Changes in injection risk behavior associated with participation in the seattle needle-exchange programHolly Hagan, Hanne Thiede · 2000 · Journal of Urban Health
- The differential effect of serum cholesterol, blood pressure and weight on the incidence of myocardial infarction and angina pectorisJohn M. Chapman, Anne H. Coulson, Virginia A. Clark, E.Raymond Borun · 1971 · Journal of Chronic Diseases
- Kinematic analysis of butterfly turns of international and national swimmersClaire Tourny, Didier Chollet, Sylvain Hogie, C. Papparodopoulos · 2002 · Journal of Sports Sciences
- Using propensity score‐based weighting in the evaluation of health management programme effectivenessAriel Linden, John Adams · 2010 · Journal of Evaluation in Clinical Practice
- Effectiveness of platinum-based chemotherapy among elderly patients with advanced ovarian cancerDawn L. Hershman, Judith S. Jacobson, Russell B. McBride, Nandita Mitra, Vijaya Sundararajan, Victor R. Grann, Alfred I. Neugut · 2004 · Gynecologic Oncology
- When less is more: Effects of grade skipping on adult STEM productivity among mathematically precocious adolescents.Gregory Park, David Lubinski, Camilla Persson Benbow · 2012 · Journal of Educational Psychology
- USING MULTIVARIATE MATCHED SAMPLING AND REGRESSION ADJUSTMENT TO CONTROL BIAS IN OBSERVATIONAL STUDIESDonald B. Rubin · 1978 · ETS Research Bulletin Series
- An Evaluation of Weighting Methods Based on Propensity Scores to Reduce Selection Bias in Multilevel Observational StudiesW. Leite, F. Jiménez, Yasemin Kaya, Laura M. Stapleton, Jann MacInnes, Robert Sandbach · 2015 · Multivariate Behavioral Research
- The Effects of Within-Class Ability Grouping on Academic Achievement in Early Elementary YearsTakako Nomi · 2009 · Journal of Research on Educational Effectiveness
- Unbiased Causal Inference From an Observational Study: Results of a Within-Study ComparisonSteffi Pohl, Peter M. Steiner, Jens Eisermann, Renate Soellner, Thomas D. Cook · 2009 · Educational Evaluation and Policy Analysis
- Estimating and Using Propensity Score Analysis With Complex SamplesDebbie L. Hahs‐Vaughn, Anthony John Onwuegbuzie · 2006 · The Journal of Experimental Education
- Assessing the role of primary tumour resection in patients with synchronous unresectable liver metastases from pancreatic neuroendocrine tumour of the body and tail. A propensity score survival evaluationEmilio Bertani, Nicola Fazio, Davide Radice, Claudio Zardini, Giuseppe Spinoglio, Antonio C. Chiappa, Dario Ribero, Roberto Biffi, Stefano Partelli, Massimo Falconi · 2016 · European Journal of Surgical Oncology
- PROPENSITY SCORE ANALYSIS AND ASSESSMENT OF PROPENSITY SCORE APPROACHES USING SAS ® PROCEDURESRheta E. Lanehart, Patricia Rodríguez de Gil, Eunsook Kim, Aarti P. Bellara, Reginald S. Lee · 2012
- Introduction to Applied Statistics—Chapter 1 Propensity Score AnalysisHideo Yasunaga · 2020 · Annals of Clinical Epidemiology
- Propensity‐score‐based meta‐analytic predictive prior for incorporating real‐world and historical dataMeizi Liu, Veronica Bunn, Bradley Hupf, Junjing Lin, Jianchang Lin · 2021 · Statistics in Medicine
- Extensions of the Penalized Spline of Propensity Prediction Method of ImputationGuangyu Zhang, Roderick J. A. Little · 2008 · Biometrics
- Medical versus Early Surgical Therapy in Patients with Triple-Vessel Disease and Mild Angina Pectoris: A CASS Registry Study of SurvivalWilliam O. Myers, Marshfield WI, Bernard John Gersh, Den B, Rochester MN, Lloyd D. Fisher, Seattle WA, Michael B. Mock, Rochester MN, David R. Holmes et al. · 1987 · The Annals of Thoracic Surgery
- Exploring the causal effects of bicycling for transportation on mental healthLiang Ma, Runing Ye, Hongyu Wang · 2021 · Transportation Research Part D Transport and Environment
- Understanding confounding and mediationMichael A. Babyak · 2009 · Evidence-Based Mental Health
- Propensity Score Matching in Randomized Clinical TrialsZhen-Zhen Xu, J. Kalbfleisch · 2010 · Biometrics
- Clean energy transition and intertemporal socio-economic development: Evidence from an emerging marketVarsha Mamidi, Vijaya B. Marisetty, Ewan Nikhil Thomas · 2021 · Energy Economics
- The Role of Primary Androgen Deprivation Therapy in Localized Prostate CancerYu‐Ning Wong, Stephen J. Freedland, Brian Lee Egleston, Neha Vapiwala, Robert G. Uzzo, Katrina Armstrong · 2009 · European Urology
- Nitrogen-nitrate exposure from drinking water and colorectal cancer risk for rural women in Wisconsin, USAJane A. McElroy, Amy Trentham‐Dietz, Ronald E. Gangnon, John M. Hampton, Andrew J. Bersch, Marty S. Kanarek, Polly A. Newcomb · 2008 · Journal of Water and Health
- Angiotensin‐converting enzyme gene insertion/deletion polymorphism and essential hypertension in the Chinese population: a meta‐analysis including 21 058 participantsY. Li · 2011 · Internal Medicine Journal
- Defining the Study Population for an Observational Study to Ensure Sufficient Overlap: A Tree ApproachMikhail Traskin, Dylan S. Small · 2011 · Statistics in Biosciences
- Sensitivity of the hazard ratio to nonignorable treatment assignment in an observational studyNandita Mitra, Daniel F. Heitjan · 2006 · Statistics in Medicine
- Preventing child maltreatment: Examination of an established statewide home-visiting programBarbara H. Chaiyachati, Julie R. Gaither, Marcia Hughes, Karen Foley-Schain, John M. Leventhal · 2018 · Child Abuse & Neglect
- Reading Instruction Time and Homogeneous Grouping in Kindergarten: An Application of Marginal Mean Weighting Through StratificationGuanglei Hong, Yihua Hong · 2008 · Educational Evaluation and Policy Analysis
- Does policy matter in shadow education spending? Revisiting the effects of the high school equalization policy in South KoreaSoo‐yong Byun · 2010 · Asia Pacific Education Review
- Propensity score methodology for confounding control in health care utilization databasesElisabetta Patorno, Alessandra Grotta, Rino Bellocco, Sebastian Schneeweiß · 2022 · Epidemiology Biostatistics and Public Health
- A 20-Year Longitudinal Observational Study of Somatic Antidepressant Treatment EffectivenessAndrew C. Leon, David A. Solomon, Timothy I. Mueller, Jean Endicott, John P. Rice, Jack D. Maser, William H Coryell, Martin B Keller · 2003 · American Journal of Psychiatry
- The effectiveness and equity of public-private partnerships in education: A quasi-experimental evaluation of 17 countriesDonald Rey Baum · 2018 · Education Policy Analysis Archives
- New-Onset Postoperative Atrial Fibrillation Predicts Late Mortality After Mitral Valve SurgerySander Bramer, Albert H.M. van Straten, Mohamed A. Soliman Hamad, Krista C. van den Broek, Jos G. Maessen, Eric Berreklouw · 2011 · The Annals of Thoracic Surgery
- Tactics for Design and Inference in Synthetic Control Studies: An Applied Example Using High-Dimensional DataHollingsworth, Alex, Wing, Coady · 2020 · SSRN Electronic Journal
- Parents’ perspectives on the inclusion of gender and sexuality diversity in K-12 schooling: results from an Australian national studyJacqueline Ullman, Tania Ferfolja, Lucy Hobby · 2021 · Sex Education
- Meta-analyses of experimental data in the animal sciencesN.R. St-Pierre · 2007 · Revista Brasileira de Zootecnia
- Estimation of causal effects of binary treatments in unconfounded studiesRoee Gutman, Donald B. Rubin · 2015 · Statistics in Medicine
- Aftercare, Emergency Department Visits, and Readmission in AdolescentsCorine E. Carlisle, Muhammad Mamdani, Russell James Schachar, Teresa M. To · 2012 · Journal of the American Academy of Child & Adolescent Psychiatry
- Explanation and Elaboration Document for the STROBE ‐Vet Statement: Strengthening the Reporting of Observational Studies in Epidemiology – Veterinary ExtensionAnnette M. Cormier O'Connor, Jan Merrill Sargeant, Ian R. Dohoo, Hollis Nancy Erb, Myriam Cevallos, Matthias Egger, Annette Kjær Ersbøll, S. W. Martin, Liza Rosenbaum Nielsen, David L. Pearl et al. · 2016 · Zoonoses and Public Health
- Developing and Applying the Propensity Score to Make Causal Inferences: Variable Selection and StratificationJill L. Adelson, D. Betsy McCoach, H. Jane Rogers, Jonathan A. Adelson, Timothy M. Sauer · 2017 · Frontiers in Psychology
- Treatment options in idiopathic subglottic stenosis: protocol for a prospective international multicentre pragmatic trialAlexander H. Gelbard, Yu Shyr, Lynne D. Berry, Alexander T. Hillel, Dale C. Ekbom, Eric S. Edell, Jan L. Kasperbauer, David G. Lott, Donald T. Donovan, C. Gaelyn Garrett et al. · 2018 · BMJ Open
- A propensity score approach to estimating the cost–effectiveness of medical therapies from observational dataNandita Mitra, Alka Indurkhya · 2005 · Health Economics
- Matching when Covariables are Normally DistributedR. G. Carpenter · 1977 · Biometrika
- Using Propensity Scores to Construct Comparable Control Groups for Disease Management Program EvaluationAriel Linden, John Adams, Nancy E. Roberts · 2005 · Disease Management & Health Outcomes
- Nonparametric regression estimation with missing dataC. K. Chu, Ping Cheng · 1995 · Journal of Statistical Planning and Inference
- Limited stage diffuse large B-cell lymphoma: comparative effectiveness of treatment strategies in a large cohort of elderly patientsOreofe Olukemi Odejide, Angel M. Cronin, Amy J. Davidoff, Ann Steward LaCasce, Gregory Alan Abel · 2014 · Leukemia & lymphoma/Leukemia and lymphoma
- Optimizing matching and analysis combinations for estimating causal effectsK. Colson, K. Rudolph, Scott Zimmerman, Dana E. Goin, E. Stuart, M. V. van der Laan, J. Ahern · 2016 · Scientific Reports
- Bridging Observational Studies and Randomized Experiments by Embedding the Former in the LatterMarie‐Abèle Bind, Donald B. Rubin · 2017 · Statistical Methods in Medical Research
- Poverty, Environment, and HealthMarie S. O’Neill, Anthony John McMichael, Joel David Schwartz, Daniel E. Wartenberg · 2007 · Epidemiology
- Assessing the Effects of Teachers’ Reading Knowledge on Students’ Achievement Using Multilevel Propensity Score StratificationBen Kelcey · 2011 · Educational Evaluation and Policy Analysis
- A Phase III Randomized Trial of Combined Chemoradiotherapy Versus Radiotherapy Alone in Locally Advanced Non–Small-Cell Lung CancerTae‐You Kim, Sung Hyun Yang, Se‐Hoon Lee, Young‐Seok Park, Yung Hyuck Im, Won-Ki Kang, Sung Hwan Ha, Chan Il Park, Dae Seog Heo, Yung‐Jue Bang et al. · 2002 · American Journal of Clinical Oncology
- The Design and Analysis of the Observational Study--A ReviewSonja M. McKinlay · 1975 · Journal of the American Statistical Association
- Propensity-Score Matching with Instrumental VariablesHidehiko Ichimura, Christopher R. Taber · 2001 · American Economic Review
- The association between sleep duration and lipid profiles: the NHANES 2013–2014Abbas Smiley, David B. King, Jaroslaw Harezlak, Paul C. Dinh, Aurelian Bidulescu · 2019 · Journal of Diabetes & Metabolic Disorders
- Effects of Advanced Course-taking on Math and Science Achievement: Addressing Selection Bias Using Propensity ScoresChristine Leow, Sue M. Marcus, Elaine L. Zanutto, Robert Francis Boruch · 2004 · American Journal of Evaluation
- A Two-Step Bayesian Approach for Propensity Score Analysis: Simulations and Case StudyDavid E. Kaplan, Jianshen Chen · 2012 · Psychometrika