Edit Profile (opens in new tab) Small, Dylan S. Compute Distance To: Compute Author ID: small.dylan-s Published as: Small, Dylan S.; Small, Dylan; Small, D. S. more...less External Links: MGP · Wikidata Documents Indexed: 88 Publications since 2005 Co-Authors: 104 Co-Authors with 86 Joint Publications 2,611 Co-Co-Authors all top 5 Co-Authors 1 single-authored 23 Rosenbaum, Paul Richard 7 Karmakar, Bikram 7 Lorch, Scott A. 7 Zhao, Qingyuan 5 Kennedy, Edward H. 4 Cheng, Jing 4 Hsu, Jesse Y. 4 Kang, Hyunseung 4 Zubizarreta, José R. 3 Chen, Yuguo 3 Fogarty, Colin B. 3 Guo, Zijian 3 Hasegawa, Raiden B. 3 Heller, Ruth 3 Heng, Siyu 3 Joffe, Marshall M. 3 Tan, Zhiqiang 3 Yang, Fan 2 Bowden, Jack 2 Cai, Tony Tony 2 Erkan, Ibrahim 2 Gastwirth, Joseph Lewis 2 Jensen, Shane T. 2 Keele, Luke John 2 Krieger, Abba M. 2 Lai, Tze Leung 2 Lee, Kwonsang 2 Ten Have, Thomas (Tom) R. 2 Wang, Jingshu 2 Yang, Dan 2 Ye, Ting 2 Zhang, Bo 2 Zhang, Mingyuan 1 Ancca Juárez, Jenny M. 1 Arnardottir, Erna S. 1 Baiocchi, Mike 1 Bern, Caryn 1 Bhattacharya, Bhaswar B. 1 Bradlow, Eric T. 1 Brookhart, M. Alan 1 Cafri, Guy 1 Castillo Neyra, Ricardo 1 Cui, Na 1 Delgado, Stephen 1 Dominici, Francesca 1 Doubeni, Chyke A. 1 Ertefaie, Ashkan 1 Fairhurst, Rick M. 1 Fay, Michael P. 1 Feng, Xingdong 1 Feng, Yang 1 Fink, Gunther 1 Flegg, Jennifer A. 1 Foster, Dean P. 1 French, Benjamin 1 Gilman, Robert H. 1 Goyal, Neera K. 1 Halloran, M. Elizabeth 1 Han, Xu 1 Hansen, Ben B. 1 Hemani, Gibran 1 Hsu, Chi-Yuan 1 Ji, Xinyao 1 Kreuels, Benno 1 Lee, Youjin 1 Leung, Denis Heng-Yan 1 Levy, Michael Z. 1 Li, Chiang-Shan R. 1 Li, Xinran 1 Liu, Jia 1 Lu, Ying 1 Luo, Xi 1 Lynch, Kevin G. 1 Ma, Zongming 1 Maisto, Stephen A. 1 May, Jürgen 1 McHugh, Matthew D. 1 Nie, Hui 1 Okui, Ryo 1 Oslin, David W. 1 Patel, Vishal M. 1 Paxton, Elizabeth W. 1 Qin, Jing 1 Quispe Machaca, Víctor R. 1 Ramsahai, Roland R. 1 Robins, James M. 1 Robyn, Paul Jacob 1 Roy, Jason A. 1 Shirley, Kenneth E. 1 Silber, Jeffrey H. 1 Sjölander, Arvid 1 Spiller, Wes 1 Srinivas, Sindhu 1 Stepniewska, Kasia 1 Su, Weijie 1 Traskin, Mikhail 1 Tustin, Aaron W. 1 Verastegui, Manuela R. 1 Weiss, Jordan 1 Ying, Zhiliang ...and 4 more Co-Authors all top 5 Serials 17 Journal of the American Statistical Association 14 The Annals of Applied Statistics 10 Biometrics 9 Statistical Science 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 4 The Annals of Statistics 4 Biometrika 3 The American Statistician 3 Statistica Sinica 2 Journal of Applied Statistics 2 Electronic Journal of Statistics 1 The Canadian Journal of Statistics 1 Psychometrika 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 Statistics & Probability Letters 1 Journal of Statistical Computation and Simulation 1 Journal of Machine Learning Research (JMLR) 1 Statistics and Its Interface 1 Journal of Computational and Graphical Statistics 1 Journal de la Société Française de Statistique 1 Epidemiologic Methods all top 5 Fields 88 Statistics (62-XX) 11 Biology and other natural sciences (92-XX) 7 Numerical analysis (65-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Operations research, mathematical programming (90-XX) 2 Probability theory and stochastic processes (60-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 60 Publications have been cited 339 times in 214 Documents Cited by ▼ Year ▼ Building a stronger instrument in an observational study of perinatal care for premature infants. Zbl 1388.62311Baiocchi, Mike; Small, Dylan S.; Lorch, Scott; Rosenbaum, Paul R. 22 2010 Sensitivity analysis for instrumental variables regression with overidentifying restrictions. Zbl 1333.62295Small, Dylan S. 20 2007 Optimal matching with minimal deviation from fine balance in a study of obesity and surgical outcomes. Zbl 1274.62910Yang, Dan; Small, Dylan S.; Silber, Jeffrey H.; Rosenbaum, Paul R. 19 2012 Bounds on causal effects in three-arm trials with non-compliance. Zbl 1110.62152Cheng, Jing; Small, Dylan S. 18 2006 Non-parametric methods for doubly robust estimation of continuous treatment effects. Zbl 1373.62159Kennedy, Edward H.; Ma, Zongming; McHugh, Matthew D.; Small, Dylan S. 15 2017 Defining and estimating intervention effects for groups that will develop an auxiliary outcome. Zbl 1246.62210Joffe, Marshall M.; Small, Dylan; Hsu, Chi-Yuan 14 2007 Split samples and design sensitivity in observational studies. Zbl 1388.62231Heller, Ruth; Rosenbaum, Paul R.; Small, Dylan S. 14 2009 Effect modification and design sensitivity in observational studies. Zbl 06158331Hsu, Jesse Y.; Small, Dylan S.; Rosenbaum, Paul R. 13 2013 War and wages. Zbl 1205.62221Small, Dylan S.; Rosenbaum, Paul R. 12 2008 Hidden Markov models for alcoholism treatment trial data. Zbl 1189.62176Shirley, Kenneth E.; Small, Dylan S.; Lynch, Kevin G.; Maisto, Stephen A.; Oslin, David W. 11 2010 Calibrating sensitivity analyses to observed covariates in observational studies. Zbl 1284.62655Hsu, Jesse Y.; Small, Dylan S. 10 2013 Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting. Zbl 1398.62114Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 9 2018 Using split samples and evidence factors in an observational study of neonatal outcomes. Zbl 1232.62156Zhang, Kai; Small, Dylan S.; Lorch, Scott; Srinivas, Sindhu; Rosenbaum, Paul R. 9 2011 Doubly robust instrumental variable regression. Zbl 1417.62090Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James 8 2012 The effect of winning an Oscar Award on survival: correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model. Zbl 1223.62172Han, Xu; Small, Dylan S.; Foster, Dean P.; Patel, Vishal 8 2011 Randomization inference in a group – randomized trial of treatments for depression. Covariate adjustment, noncompliance, and quantile effects. Zbl 1471.62513Small, Dylan S.; Have, Thomas R. Ten; Rosenbaum, Paul R. 7 2008 Efficient nonparametric estimation of causal effects in randomized trials with noncompliance. Zbl 1162.62022Cheng, Jing; Small, Dylan S.; Tan, Zhiqiang; Have, Thomas R. Ten 7 2009 Inference with interference between units in an fMRI experiment of motor inhibition. Zbl 1261.92008Luo, Xi; Small, Dylan S.; Li, Chiang-Shan R.; Rosenbaum, Paul R. 7 2012 Stronger instruments via integer programming in an observational study of late preterm birth outcomes. Zbl 1454.62431Zubizarreta, José R.; Small, Dylan S.; Goyal, Neera K.; Lorch, Scott; Rosenbaum, Paul R. 7 2013 Equivalence testing for functional data with an application to comparing pulmonary function devices. Zbl 1454.62552Fogarty, Colin B.; Small, Dylan S. 6 2014 Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods. Zbl 1419.62142Hsu, Jesse Y.; Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 6 2015 Exact tests for the Rasch model via sequential importance sampling. Zbl 1306.62395Chen, Yuguo; Small, Dylan 5 2005 Bayesian testing of many hypotheses \(\times \) many genes: a study of sleep apnea. Zbl 1196.62140Jensen, Shane T.; Erkan, Ibrahim; Arnardottir, Erna S.; Small, Dylan S. 5 2009 Case definition and design sensitivity. Zbl 1283.62222Small, Dylan S.; Cheng, Jing; Halloran, M. Elizabeth; Rosenbaum, Paul R. 4 2013 Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. Zbl 1454.62422Yang, Fan; Lorch, Scott A.; Small, Dylan S. 4 2014 Inference for the effect of treatment on survival probability in randomized trials with noncompliance and administrative censoring. Zbl 1274.62848Nie, Hui; Cheng, Jing; Small, Dylan S. 4 2011 Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B. 4 2019 Sensitivity analysis for the cross-match test, with applications in genomics. Zbl 1390.62142Heller, Ruth; Jensen, Shane T.; Rosenbaum, Paul R.; Small, Dylan S. 4 2010 Causal inference for continuous-time processes when covariates are observed only at discrete times. Zbl 1209.62214Zhang, Mingyuan; Joffe, Marshall M.; Small, Dylan S. 4 2011 Integrating the evidence from evidence factors in observational studies. Zbl 1435.62390Karmakar, B.; French, B.; Small, D. S. 4 2019 Instrumental variable estimation with a stochastic monotonicity assumption. Zbl 1383.62290Small, Dylan S.; Tan, Zhiqiang; Ramsahai, Roland R.; Lorch, Scott A.; Brookhart, M. Alan 4 2017 An adaptive Mantel-Haenszel test for sensitivity analysis in observational studies. Zbl 1371.62067Rosenbaum, Paul R.; Small, Dylan S. 3 2017 Clustered treatment assignments and sensitivity to unmeasured biases in observational studies. Zbl 1367.62022Hansen, Ben B.; Rosenbaum, Paul R.; Small, Dylan S. 3 2014 Isolation in the construction of natural experiments. Zbl 1454.62432Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 3 2014 An R package and a study of methods for computing empirical likelihood. Zbl 1431.62011Yang, Dan; Small, Dylan S. 3 2013 Testing endogeneity with high dimensional covariates. Zbl 1452.62913Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 3 2018 Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. Zbl 1465.62050Zhao, Qingyuan; Wang, Jingshu; Hemani, Gibran; Bowden, Jack; Small, Dylan S. 3 2020 Full matching approach to instrumental variables estimation with application to the effect of malaria on stunting. Zbl 1358.62096Kang, Hyunseung; Kreuels, Benno; May, Jürgen; Small, Dylan S. 3 2016 Statistical inference in dynamic panel data models. Zbl 1141.62095Lai, Tze Leung; Small, Dylan S.; Liu, Jia 3 2008 Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170Kennedy, Edward H.; Lorch, Scott; Small, Dylan S. 3 2019 Reinforced designs: multiple instruments plus control groups as evidence factors in an observational study of the effectiveness of Catholic schools. Zbl 1457.62239Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R. 2 2021 New measures of clumpiness for incidence data. Zbl 07265960Zhang, Yao; Bradlow, Eric T.; Small, Dylan S. 2 2013 Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Zbl 1464.62209Lee, Kwonsang; Small, Dylan S.; Dominici, Francesca 2 2021 Comment: “The essential role of pair matching in cluster-randomized experiments, with application to the Mexican Universal Health Insurance evaluation”. Zbl 1327.62070Zhang, Kai; Small, Dylan S. 2 2009 Sensitivity analysis for matched pair analysis of binary data: from worst case to average case analysis. Zbl 1405.62048Hasegawa, Raiden; Small, Dylan 2 2017 Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. Zbl 1462.62673Lee, Kwonsang; Small, Dylan S. 2 2019 Two-sample instrumental variable analyses using heterogeneous samples. Zbl 1420.62060Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S. 2 2019 Multiple testing when many \(p\)-values are uniformly conservative, with application to testing qualitative interaction in educational interventions. Zbl 1428.62348Zhao, Qingyuan; Small, Dylan S.; Su, Weijie 2 2019 Selecting and ranking individualized treatment rules with unmeasured confounding. Zbl 1457.62367Zhang, Bo; Weiss, Jordan; Small, Dylan S.; Zhao, Qingyuan 1 2021 Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors. Zbl 1464.62272Karmakar, Bikram; Small, Dylan S. 1 2020 Randomization inference for stepped-wedge cluster-randomized trials: an application to community-based health insurance. Zbl 1366.62196Ji, Xinyao; Fink, Gunther; Robyn, Paul Jacob; Small, Dylan S. 1 2017 Simultaneous sensitivity analysis for observational studies using full matching or matching with multiple controls. Zbl 1245.62182Small, Dylan; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2009 \(R\)-estimates vs. GMM: a theoretical case study of validity and efficiency. Zbl 1246.62089Small, Dylan S.; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2006 Randomization inference for the trimmed mean of effects attributable to treatment. Zbl 1416.62245Feng, Xingdong; Feng, Yang; Chen, Yuguo; Small, Dylan S. 1 2014 Error-free milestones in error prone measurements. Zbl 1196.62048Small, Dylan S.; Rosenbaum, Paul R. 1 2009 A powerful and robust test statistic for randomization inference in group-randomized trials with matched pairs of groups. Zbl 1241.62172Zhang, Kai; Traskin, Mikhail; Small, Dylan S. 1 2012 Semiparametric causal inference in matched cohort studies. Zbl 1452.62817Kennedy, E. H.; Sjölander, A.; Small, D. S. 1 2015 Comment: Will competition-winning methods for causal inference also succeed in practice? Zbl 1420.62352Zhao, Qingyuan; Keele, Luke J.; Small, Dylan S. 1 2019 Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. Zbl 1446.62276Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S. 1 2020 Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children. Zbl 1498.62271Ye, Ting; Small, Dylan S.; Rosenbaum, Paul R. 1 2022 Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children. Zbl 1498.62271Ye, Ting; Small, Dylan S.; Rosenbaum, Paul R. 1 2022 Reinforced designs: multiple instruments plus control groups as evidence factors in an observational study of the effectiveness of Catholic schools. Zbl 1457.62239Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R. 2 2021 Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Zbl 1464.62209Lee, Kwonsang; Small, Dylan S.; Dominici, Francesca 2 2021 Selecting and ranking individualized treatment rules with unmeasured confounding. Zbl 1457.62367Zhang, Bo; Weiss, Jordan; Small, Dylan S.; Zhao, Qingyuan 1 2021 Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. Zbl 1465.62050Zhao, Qingyuan; Wang, Jingshu; Hemani, Gibran; Bowden, Jack; Small, Dylan S. 3 2020 Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors. Zbl 1464.62272Karmakar, Bikram; Small, Dylan S. 1 2020 Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. Zbl 1446.62276Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S. 1 2020 Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B. 4 2019 Integrating the evidence from evidence factors in observational studies. Zbl 1435.62390Karmakar, B.; French, B.; Small, D. S. 4 2019 Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170Kennedy, Edward H.; Lorch, Scott; Small, Dylan S. 3 2019 Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. Zbl 1462.62673Lee, Kwonsang; Small, Dylan S. 2 2019 Two-sample instrumental variable analyses using heterogeneous samples. Zbl 1420.62060Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S. 2 2019 Multiple testing when many \(p\)-values are uniformly conservative, with application to testing qualitative interaction in educational interventions. Zbl 1428.62348Zhao, Qingyuan; Small, Dylan S.; Su, Weijie 2 2019 Comment: Will competition-winning methods for causal inference also succeed in practice? Zbl 1420.62352Zhao, Qingyuan; Keele, Luke J.; Small, Dylan S. 1 2019 Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting. Zbl 1398.62114Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 9 2018 Testing endogeneity with high dimensional covariates. Zbl 1452.62913Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 3 2018 Non-parametric methods for doubly robust estimation of continuous treatment effects. Zbl 1373.62159Kennedy, Edward H.; Ma, Zongming; McHugh, Matthew D.; Small, Dylan S. 15 2017 Instrumental variable estimation with a stochastic monotonicity assumption. Zbl 1383.62290Small, Dylan S.; Tan, Zhiqiang; Ramsahai, Roland R.; Lorch, Scott A.; Brookhart, M. Alan 4 2017 An adaptive Mantel-Haenszel test for sensitivity analysis in observational studies. Zbl 1371.62067Rosenbaum, Paul R.; Small, Dylan S. 3 2017 Sensitivity analysis for matched pair analysis of binary data: from worst case to average case analysis. Zbl 1405.62048Hasegawa, Raiden; Small, Dylan 2 2017 Randomization inference for stepped-wedge cluster-randomized trials: an application to community-based health insurance. Zbl 1366.62196Ji, Xinyao; Fink, Gunther; Robyn, Paul Jacob; Small, Dylan S. 1 2017 Full matching approach to instrumental variables estimation with application to the effect of malaria on stunting. Zbl 1358.62096Kang, Hyunseung; Kreuels, Benno; May, Jürgen; Small, Dylan S. 3 2016 Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods. Zbl 1419.62142Hsu, Jesse Y.; Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 6 2015 Semiparametric causal inference in matched cohort studies. Zbl 1452.62817Kennedy, E. H.; Sjölander, A.; Small, D. S. 1 2015 Equivalence testing for functional data with an application to comparing pulmonary function devices. Zbl 1454.62552Fogarty, Colin B.; Small, Dylan S. 6 2014 Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. Zbl 1454.62422Yang, Fan; Lorch, Scott A.; Small, Dylan S. 4 2014 Clustered treatment assignments and sensitivity to unmeasured biases in observational studies. Zbl 1367.62022Hansen, Ben B.; Rosenbaum, Paul R.; Small, Dylan S. 3 2014 Isolation in the construction of natural experiments. Zbl 1454.62432Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 3 2014 Randomization inference for the trimmed mean of effects attributable to treatment. Zbl 1416.62245Feng, Xingdong; Feng, Yang; Chen, Yuguo; Small, Dylan S. 1 2014 Effect modification and design sensitivity in observational studies. Zbl 06158331Hsu, Jesse Y.; Small, Dylan S.; Rosenbaum, Paul R. 13 2013 Calibrating sensitivity analyses to observed covariates in observational studies. Zbl 1284.62655Hsu, Jesse Y.; Small, Dylan S. 10 2013 Stronger instruments via integer programming in an observational study of late preterm birth outcomes. Zbl 1454.62431Zubizarreta, José R.; Small, Dylan S.; Goyal, Neera K.; Lorch, Scott; Rosenbaum, Paul R. 7 2013 Case definition and design sensitivity. Zbl 1283.62222Small, Dylan S.; Cheng, Jing; Halloran, M. Elizabeth; Rosenbaum, Paul R. 4 2013 An R package and a study of methods for computing empirical likelihood. Zbl 1431.62011Yang, Dan; Small, Dylan S. 3 2013 New measures of clumpiness for incidence data. Zbl 07265960Zhang, Yao; Bradlow, Eric T.; Small, Dylan S. 2 2013 Optimal matching with minimal deviation from fine balance in a study of obesity and surgical outcomes. Zbl 1274.62910Yang, Dan; Small, Dylan S.; Silber, Jeffrey H.; Rosenbaum, Paul R. 19 2012 Doubly robust instrumental variable regression. Zbl 1417.62090Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James 8 2012 Inference with interference between units in an fMRI experiment of motor inhibition. Zbl 1261.92008Luo, Xi; Small, Dylan S.; Li, Chiang-Shan R.; Rosenbaum, Paul R. 7 2012 A powerful and robust test statistic for randomization inference in group-randomized trials with matched pairs of groups. Zbl 1241.62172Zhang, Kai; Traskin, Mikhail; Small, Dylan S. 1 2012 Using split samples and evidence factors in an observational study of neonatal outcomes. Zbl 1232.62156Zhang, Kai; Small, Dylan S.; Lorch, Scott; Srinivas, Sindhu; Rosenbaum, Paul R. 9 2011 The effect of winning an Oscar Award on survival: correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model. Zbl 1223.62172Han, Xu; Small, Dylan S.; Foster, Dean P.; Patel, Vishal 8 2011 Inference for the effect of treatment on survival probability in randomized trials with noncompliance and administrative censoring. Zbl 1274.62848Nie, Hui; Cheng, Jing; Small, Dylan S. 4 2011 Causal inference for continuous-time processes when covariates are observed only at discrete times. Zbl 1209.62214Zhang, Mingyuan; Joffe, Marshall M.; Small, Dylan S. 4 2011 Building a stronger instrument in an observational study of perinatal care for premature infants. Zbl 1388.62311Baiocchi, Mike; Small, Dylan S.; Lorch, Scott; Rosenbaum, Paul R. 22 2010 Hidden Markov models for alcoholism treatment trial data. Zbl 1189.62176Shirley, Kenneth E.; Small, Dylan S.; Lynch, Kevin G.; Maisto, Stephen A.; Oslin, David W. 11 2010 Sensitivity analysis for the cross-match test, with applications in genomics. Zbl 1390.62142Heller, Ruth; Jensen, Shane T.; Rosenbaum, Paul R.; Small, Dylan S. 4 2010 Split samples and design sensitivity in observational studies. Zbl 1388.62231Heller, Ruth; Rosenbaum, Paul R.; Small, Dylan S. 14 2009 Efficient nonparametric estimation of causal effects in randomized trials with noncompliance. Zbl 1162.62022Cheng, Jing; Small, Dylan S.; Tan, Zhiqiang; Have, Thomas R. Ten 7 2009 Bayesian testing of many hypotheses \(\times \) many genes: a study of sleep apnea. Zbl 1196.62140Jensen, Shane T.; Erkan, Ibrahim; Arnardottir, Erna S.; Small, Dylan S. 5 2009 Comment: “The essential role of pair matching in cluster-randomized experiments, with application to the Mexican Universal Health Insurance evaluation”. Zbl 1327.62070Zhang, Kai; Small, Dylan S. 2 2009 Simultaneous sensitivity analysis for observational studies using full matching or matching with multiple controls. Zbl 1245.62182Small, Dylan; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2009 Error-free milestones in error prone measurements. Zbl 1196.62048Small, Dylan S.; Rosenbaum, Paul R. 1 2009 War and wages. Zbl 1205.62221Small, Dylan S.; Rosenbaum, Paul R. 12 2008 Randomization inference in a group – randomized trial of treatments for depression. Covariate adjustment, noncompliance, and quantile effects. Zbl 1471.62513Small, Dylan S.; Have, Thomas R. Ten; Rosenbaum, Paul R. 7 2008 Statistical inference in dynamic panel data models. Zbl 1141.62095Lai, Tze Leung; Small, Dylan S.; Liu, Jia 3 2008 Sensitivity analysis for instrumental variables regression with overidentifying restrictions. Zbl 1333.62295Small, Dylan S. 20 2007 Defining and estimating intervention effects for groups that will develop an auxiliary outcome. Zbl 1246.62210Joffe, Marshall M.; Small, Dylan; Hsu, Chi-Yuan 14 2007 Bounds on causal effects in three-arm trials with non-compliance. Zbl 1110.62152Cheng, Jing; Small, Dylan S. 18 2006 \(R\)-estimates vs. GMM: a theoretical case study of validity and efficiency. Zbl 1246.62089Small, Dylan S.; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2006 Exact tests for the Rasch model via sequential importance sampling. Zbl 1306.62395Chen, Yuguo; Small, Dylan 5 2005 all cited Publications top 5 cited Publications all top 5 Cited by 374 Authors 36 Small, Dylan S. 21 Rosenbaum, Paul Richard 7 Keele, Luke John 7 Zubizarreta, José R. 6 Ding, Peng 6 Karmakar, Bikram 6 Kennedy, Edward H. 5 Hudgens, Michael G. 5 Lorch, Scott A. 5 Zhou, Yong 4 Cheng, Jing 4 Gilbert, Peter B. 4 Imai, Kosuke 4 Joffe, Marshall M. 4 Silber, Jeffrey H. 4 VanderWeele, Tyler J. 4 Zhao, Qingyuan 3 Bühlmann, Peter 3 Dominici, Francesca 3 Draxler, Clemens 3 Fine, Jason Peter 3 Fogarty, Colin B. 3 Hansen, Ben B. 3 Kang, Hyunseung 3 Kelz, Rachel R. 3 Lu, Bo 3 Mealli, Fabrizia 3 Sun, BaoLuo 3 Tchetgen Tchetgen, Eric J. 3 Ten Have, Thomas (Tom) R. 2 Arslan, Olcay 2 Bonvini, Matteo 2 Brookhart, M. Alan 2 Chen, Xiaoping 2 Chiba, Yasutaka 2 Gao, Xiang 2 Guo, Zijian 2 Halloran, M. Elizabeth 2 Hasegawa, Raiden B. 2 Hsu, Jesse Y. 2 Jiang, Zhichao 2 King, Gary 2 Lee, Kwonsang 2 Li, Hongzhe 2 Liu, Lan 2 Lynch, Kevin G. 2 Maisto, Stephen A. 2 Mattei, Alessandra 2 Nall, Clayton 2 Newton, Michael A. 2 Ozdemir, Senay 2 Pacini, Barbara 2 Papadogeorgou, Georgia 2 Pimentel, Samuel D. 2 Qin, Jing 2 Sauppe, Jason J. 2 Shem-Tov, Yotam 2 Shepherd, Bryan E. 2 Tan, Zhiqiang 2 Vansteelandt, Stijn 2 Wang, Jingshu 2 Windmeijer, Frank A. G. 2 Xu, Xinyi 2 Yang, Fan 2 Ye, Ting 2 Yu, Ruoqi 2 Zhang, Bo 2 Zhao, Anqi 2 Zheng, Ming 2 Zigler, Corwin Matthew 1 Abramowicz, Konrad 1 Agarwal, Divyansh 1 Ai, Chunrong 1 Al-Labadi, Luai 1 Albert, Paul S. 1 Almirall, Daniel 1 An, Weihua 1 Aoki, Satoshi 1 Arias-Castro, Ery 1 Aronow, Peter M. 1 Au, Timothy C. 1 Augustin, Thomas 1 Balakrishnan, Sivaraman 1 Bargagli-Stoffi, Falco J. 1 Beck, Aaron T. 1 Belin, Thomas R. 1 Bennett, Magdalena 1 Berrett, Candace 1 Bhattacharya, Bhaswar B. 1 Bhattacharya, Sourabh 1 Blades, Natalie J. 1 Bojinov, Iavor I. 1 Bowden, Jack 1 Breunig, Christoph 1 Brown, Gregory K. 1 Buchinsky, Moshe 1 Cafri, Guy 1 Cao, Jiongyi 1 Carnegie, Nicole Bohme 1 Cassarly, Christy ...and 274 more Authors all top 5 Cited in 44 Serials 35 Journal of the American Statistical Association 31 The Annals of Applied Statistics 23 Statistical Science 18 Biometrics 10 The Annals of Statistics 8 The American Statistician 7 Communications in Statistics. Theory and Methods 6 Statistica Sinica 5 Journal of Econometrics 5 Statistics & Probability Letters 4 Journal of Statistical Planning and Inference 4 Communications in Statistics. Simulation and Computation 4 Journal of Statistical Computation and Simulation 4 Electronic Journal of Statistics 3 Psychometrika 3 Annals of the Institute of Statistical Mathematics 3 Computational Statistics and Data Analysis 3 Bernoulli 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 AStA. Advances in Statistical Analysis 3 Journal of Computational and Graphical Statistics 2 Scandinavian Journal of Statistics 2 Journal of Multivariate Analysis 2 Economics Letters 2 European Journal of Operational Research 2 Journal of Econometric Methods 2 Epidemiologic Methods 1 The Canadian Journal of Statistics 1 International Statistical Review 1 Econometric Reviews 1 International Journal of Approximate Reasoning 1 Test 1 Lifetime Data Analysis 1 INFORMS Journal on Computing 1 Journal of Nonparametric Statistics 1 Mathematical Problems in Engineering 1 Data Mining and Knowledge Discovery 1 Journal of Applied Statistics 1 Econometric Theory 1 Biostatistics 1 Journal of Machine Learning Research (JMLR) 1 Statistical Methods and Applications 1 Science China. Mathematics 1 Statistics and Computing all top 5 Cited in 8 Fields 212 Statistics (62-XX) 25 Biology and other natural sciences (92-XX) 18 Numerical analysis (65-XX) 11 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Probability theory and stochastic processes (60-XX) 9 Operations research, mathematical programming (90-XX) 4 Computer science (68-XX) 1 Mathematical logic and foundations (03-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.