Edit Profile (opens in new tab) Small, Dylan S. Co-Author Distance Author ID: small.dylan-s Published as: Small, Dylan S.; Small, Dylan; Small, D. S. more...less External Links: MGP · Wikidata · GND Documents Indexed: 101 Publications since 2005 1 Contribution as Editor Co-Authors: 124 Co-Authors with 99 Joint Publications 2,790 Co-Co-Authors all top 5 Co-Authors 1 single-authored 25 Rosenbaum, Paul Richard 7 Karmakar, Bikram 7 Lorch, Scott A. 7 Zhao, Qingyuan 5 Cheng, Jing 5 Kang, Hyunseung 5 Kennedy, Edward H. 5 Zubizarreta, José R. 4 Hsu, Jesse Y. 4 Ye, Ting 3 Cai, Tianwen 3 Chen, Yuguo 3 Ertefaie, Ashkan 3 Fogarty, Colin B. 3 Guo, Zijian 3 Hasegawa, Raiden B. 3 Heller, Ruth 3 Heng, Siyu 3 Jensen, Shane T. 3 Joffe, Marshall M. 3 Lee, Kwonsang 3 Tan, Zhiqiang 3 Wang, Wei 3 Yang, Fan 3 Zhang, Bo 2 Bhattacharya, Bhaswar B. 2 Bowden, Jack 2 Erkan, Ibrahim 2 Flory, James 2 Gastwirth, Joseph Lewis 2 Hennessy, Sean 2 Keele, Luke John 2 Krieger, Abba M. 2 Lai, Tze Leung 2 Lee, Youjin 2 McHugh, Matthew D. 2 Qin, Jing 2 Silber, Jeffrey H. 2 Ten Have, Thomas (Tom) R. 2 Wang, Jingshu 2 Yang, Dan 2 Zhang, Kai 2 Zhang, Mingyuan 1 Ancca Juárez, Jenny M. 1 Arnardottir, Erna Sif 1 Baiocchi, Mike 1 Bern, Caryn 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 Downes, Kevin J. 1 Dufault, Suzanne M. 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 Gross, Ryan 1 Halloran, M. Elizabeth 1 Halpern, Scott D. 1 Hansen, Ben B. 1 Harhay, Michael O. 1 Hemani, Gibran 1 Hirani, Shashivadan P. 1 Hsu, Chi-Yuan 1 Humphrey, Colman 1 Jewell, Nicholas P. 1 Ji, Xinyao 1 Kreuels, Benno 1 Lasater, K. B. 1 Leung, Denis Heng-Yan 1 Levy, Michael Z. 1 Li, Chiang-Shan R. 1 Li, Fan 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 Newman, Stanton P. 1 Nie, Hui 1 Okui, Ryo 1 Oslin, David W. 1 Patel, Vishal M. 1 Paxton, Elizabeth W. 1 Quispe Machaca, Víctor R. 1 Ramsahai, Roland R. ...and 24 more Co-Authors all top 5 Serials 18 Journal of the American Statistical Association 16 The Annals of Applied Statistics 15 Biometrics 9 Statistical Science 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 4 The American Statistician 4 The Annals of Statistics 4 Biometrika 4 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 Lifetime Data Analysis 1 Journal of Machine Learning Research (JMLR) 1 Journal of the Korean Statistical Society 1 Statistics and Its Interface 1 Journal of Computational and Graphical Statistics 1 Journal de la Société Française de Statistique 1 Epidemiologic Methods 1 Statistics in Medicine 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 102 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 76 Publications have been cited 537 times in 356 Documents Cited by ▼ Year ▼ Non-parametric methods for doubly robust estimation of continuous treatment effects. Zbl 1373.62159 Kennedy, Edward H.; Ma, Zongming; McHugh, Matthew D.; Small, Dylan S. 35 2017 Building a stronger instrument in an observational study of perinatal care for premature infants. Zbl 1388.62311 Baiocchi, Mike; Small, Dylan S.; Lorch, Scott; Rosenbaum, Paul R. 32 2010 Sensitivity analysis for instrumental variables regression with overidentifying restrictions. Zbl 1333.62295 Small, Dylan S. 24 2007 Bounds on causal effects in three-arm trials with non-compliance. Zbl 1110.62152 Cheng, Jing; Small, Dylan S. 24 2006 Optimal matching with minimal deviation from fine balance in a study of obesity and surgical outcomes. Zbl 1274.62910 Yang, Dan; Small, Dylan S.; Silber, Jeffrey H.; Rosenbaum, Paul R. 24 2012 Hidden Markov models for alcoholism treatment trial data. Zbl 1189.62176 Shirley, Kenneth E.; Small, Dylan S.; Lynch, Kevin G.; Maisto, Stephen A.; Oslin, David W. 17 2010 War and wages. Zbl 1205.62221 Small, Dylan S.; Rosenbaum, Paul R. 17 2008 Defining and estimating intervention effects for groups that will develop an auxiliary outcome. Zbl 1246.62210 Joffe, Marshall M.; Small, Dylan; Hsu, Chi-Yuan 16 2007 Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. Zbl 1465.62050 Zhao, Qingyuan; Wang, Jingshu; Hemani, Gibran; Bowden, Jack; Small, Dylan S. 16 2020 Split samples and design sensitivity in observational studies. Zbl 1388.62231 Heller, Ruth; Rosenbaum, Paul R.; Small, Dylan S. 16 2009 Effect modification and design sensitivity in observational studies. Zbl 06158331 Hsu, Jesse Y.; Small, Dylan S.; Rosenbaum, Paul R. 15 2013 Calibrating sensitivity analyses to observed covariates in observational studies. Zbl 1284.62655 Hsu, Jesse Y.; Small, Dylan S. 14 2013 Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting. Zbl 1398.62114 Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 14 2018 Efficient nonparametric estimation of causal effects in randomized trials with noncompliance. Zbl 1162.62022 Cheng, Jing; Small, Dylan S.; Tan, Zhiqiang; Have, Thomas R. Ten 13 2009 Inference for the effect of treatment on survival probability in randomized trials with noncompliance and administrative censoring. Zbl 1274.62848 Nie, Hui; Cheng, Jing; Small, Dylan S. 13 2011 Doubly robust instrumental variable regression. Zbl 1417.62090 Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James 12 2012 Stronger instruments via integer programming in an observational study of late preterm birth outcomes. Zbl 1454.62431 Zubizarreta, José R.; Small, Dylan S.; Goyal, Neera K.; Lorch, Scott; Rosenbaum, Paul R. 11 2013 Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172 Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B. 11 2019 Using split samples and evidence factors in an observational study of neonatal outcomes. Zbl 1232.62156 Zhang, Kai; Small, Dylan S.; Lorch, Scott; Srinivas, Sindhu; Rosenbaum, Paul R. 9 2011 Marginal regression analysis of longitudinal data with time-dependent covariates: a generalized method-of-moments approach. Zbl 07555351 Lai, Tze Leung; Small, Dylan 9 2007 Equivalence testing for functional data with an application to comparing pulmonary function devices. Zbl 1454.62552 Fogarty, Colin B.; Small, Dylan S. 9 2014 Randomization inference in a group – randomized trial of treatments for depression. Covariate adjustment, noncompliance, and quantile effects. Zbl 1471.62513 Small, Dylan S.; Have, Thomas R. Ten; Rosenbaum, Paul R. 8 2008 Inference with interference between units in an fMRI experiment of motor inhibition. Zbl 1261.92008 Luo, Xi; Small, Dylan S.; Li, Chiang-Shan R.; Rosenbaum, Paul R. 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 1223.62172 Han, Xu; Small, Dylan S.; Foster, Dean P.; Patel, Vishal 8 2011 Full matching approach to instrumental variables estimation with application to the effect of malaria on stunting. Zbl 1358.62096 Kang, Hyunseung; Kreuels, Benno; May, Jürgen; Small, Dylan S. 7 2016 Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods. Zbl 1419.62142 Hsu, Jesse Y.; Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 7 2015 Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. Zbl 1454.62422 Yang, Fan; Lorch, Scott A.; Small, Dylan S. 7 2014 Instrumental variable estimation with a stochastic monotonicity assumption. Zbl 1383.62290 Small, Dylan S.; Tan, Zhiqiang; Ramsahai, Roland R.; Lorch, Scott A.; Brookhart, M. Alan 7 2017 Two-sample instrumental variable analyses using heterogeneous samples. Zbl 1420.62060 Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S. 7 2019 Integrating the evidence from evidence factors in observational studies. Zbl 1435.62390 Karmakar, B.; French, B.; Small, D. S. 7 2019 Causal inference for continuous-time processes when covariates are observed only at discrete times. Zbl 1209.62214 Zhang, Mingyuan; Joffe, Marshall M.; Small, Dylan S. 6 2011 Multiple testing when many \(p\)-values are uniformly conservative, with application to testing qualitative interaction in educational interventions. Zbl 1428.62348 Zhao, Qingyuan; Small, Dylan S.; Su, Weijie 6 2019 Using post-outcome measurement information in censoring-by-death problems. Zbl 1411.62333 Yang, Fan; Small, Dylan S. 5 2016 Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170 Kennedy, Edward H.; Lorch, Scott; Small, Dylan S. 5 2019 Bayesian testing of many hypotheses \(\times \) many genes: a study of sleep apnea. Zbl 1196.62140 Jensen, Shane T.; Erkan, Ibrahim; Arnardottir, Erna S.; Small, Dylan S. 5 2009 Testing endogeneity with high dimensional covariates. Zbl 1452.62913 Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 5 2018 Exact tests for the Rasch model via sequential importance sampling. Zbl 1306.62395 Chen, Yuguo; Small, Dylan 5 2005 Randomization inference for stepped-wedge cluster-randomized trials: an application to community-based health insurance. Zbl 1366.62196 Ji, Xinyao; Fink, Gunther; Robyn, Paul Jacob; Small, Dylan S. 4 2017 An R package and a study of methods for computing empirical likelihood. Zbl 1431.62011 Yang, Dan; Small, Dylan S. 4 2013 Case definition and design sensitivity. Zbl 1283.62222 Small, Dylan S.; Cheng, Jing; Halloran, M. Elizabeth; Rosenbaum, Paul R. 4 2013 Clustered treatment assignments and sensitivity to unmeasured biases in observational studies. Zbl 1367.62022 Hansen, Ben B.; Rosenbaum, Paul R.; Small, Dylan S. 4 2014 Sensitivity analysis for the cross-match test, with applications in genomics. Zbl 1390.62142 Heller, Ruth; Jensen, Shane T.; Rosenbaum, Paul R.; Small, Dylan S. 4 2010 Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Zbl 1464.62209 Lee, Kwonsang; Small, Dylan S.; Dominici, Francesca 4 2021 Statistical inference in dynamic panel data models. Zbl 1141.62095 Lai, Tze Leung; Small, Dylan S.; Liu, Jia 3 2008 An adaptive Mantel-Haenszel test for sensitivity analysis in observational studies. Zbl 1371.62067 Rosenbaum, Paul R.; Small, Dylan S. 3 2017 Semiparametric causal inference in matched cohort studies. Zbl 1452.62817 Kennedy, E. H.; Sjölander, A.; Small, D. S. 3 2015 Using approximation algorithms to build evidence factors and related designs for observational studies. Zbl 07499087 Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R. 3 2019 Isolation in the construction of natural experiments. Zbl 1454.62432 Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 3 2014 Nonparametric maximum likelihood estimation under a likelihood ratio order. Zbl 07763168 Westling, Ted; Downes, Kevin J.; Small, Dylan S. 3 2023 Control function instrumental variable estimation of nonlinear causal effect models. Zbl 1368.62183 Guo, Zijian; Small, Dylan S. 2 2016 Sensitivity analysis for matched pair analysis of binary data: from worst case to average case analysis. Zbl 1405.62048 Hasegawa, Raiden; Small, Dylan 2 2017 Comment: “The essential role of pair matching in cluster-randomized experiments, with application to the Mexican Universal Health Insurance evaluation”. Zbl 1327.62070 Zhang, Kai; Small, Dylan S. 2 2009 Dissonant conclusions when testing the validity of an instrumental variable. Zbl 1540.62198 Yang, Fan; Zubizarreta, José R.; Small, Dylan S.; Lorch, Scott; Rosenbaum, Paul R. 2 2014 New measures of clumpiness for incidence data. Zbl 1514.62972 Zhang, Yao; Bradlow, Eric T.; Small, Dylan S. 2 2013 Increasing power for observational studies of aberrant response: an adaptive approach. Zbl 07555493 Heng, Siyu; Kang, Hyunseung; Small, Dylan S.; Fogarty, Colin B. 2 2021 Monotone B-spline smoothing for a generalized linear model response. Zbl 07671703 Wang, Wei; Small, Dylan S. 2 2015 Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children. Zbl 1498.62271 Ye, Ting; Small, Dylan S.; Rosenbaum, Paul R. 2 2022 Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors. Zbl 1464.62272 Karmakar, Bikram; Small, Dylan S. 2 2020 Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. Zbl 1462.62673 Lee, Kwonsang; Small, Dylan S. 2 2019 A conversation with Tze Leung Lai. Zbl 07368225 Lu, Ying; Small, Dylan S.; Ying, Zhiliang 2 2021 Selective inference for effect modification via the lasso. Zbl 07593416 Zhao, Qingyuan; Small, Dylan S.; Ertefaie, Ashkan 2 2022 Reinforced designs: multiple instruments plus control groups as evidence factors in an observational study of the effectiveness of Catholic schools. Zbl 1457.62239 Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R. 2 2021 Selecting and ranking individualized treatment rules with unmeasured confounding. Zbl 1457.62367 Zhang, Bo; Weiss, Jordan; Small, Dylan S.; Zhao, Qingyuan 2 2021 The information in covariate imbalance in studies of hormone replacement therapy. Zbl 1498.62272 Yu, Ruoqi; Small, Dylan S.; Rosenbaum, Paul R. 1 2021 Randomization inference for the trimmed mean of effects attributable to treatment. Zbl 1416.62245 Feng, Xingdong; Feng, Yang; Chen, Yuguo; Small, Dylan S. 1 2014 Simultaneous sensitivity analysis for observational studies using full matching or matching with multiple controls. Zbl 1245.62182 Small, 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 1246.62089 Small, Dylan S.; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2006 Error-free milestones in error prone measurements. Zbl 1196.62048 Small, 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 1241.62172 Zhang, Kai; Traskin, Mikhail; Small, Dylan S. 1 2012 Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. Zbl 1446.62276 Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S. 1 2020 Comparing covariate prioritization via matching to machine learning methods for causal inference using five empirical applications. Zbl 07632874 Keele, Luke; Small, Dylan S. 1 2021 Comment: Will competition-winning methods for causal inference also succeed in practice? Zbl 1420.62352 Zhao, Qingyuan; Keele, Luke J.; Small, Dylan S. 1 2019 Matching one sample according to two criteria in observational studies. Zbl 07707229 Zhang, B.; Small, D. S.; Lasater, K. B.; McHugh, M.; Silber, J. H.; Rosenbaum, P. R. 1 2023 Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero. Zbl 1520.62159 Cheng, Jing; Small, Dylan S. 1 2021 New multivariate tests for assessing covariate balance in matched observational studies. Zbl 1520.62160 Chen, Hao; Small, Dylan S. 1 2022 Two robust tools for inference about causal effects with invalid instruments. Zbl 1520.62245 Kang, Hyunseung; Lee, Youjin; Cai, T. Tony; Small, Dylan S. 1 2022 Nonparametric maximum likelihood estimation under a likelihood ratio order. Zbl 07763168 Westling, Ted; Downes, Kevin J.; Small, Dylan S. 3 2023 Matching one sample according to two criteria in observational studies. Zbl 07707229 Zhang, B.; Small, D. S.; Lasater, K. B.; McHugh, M.; Silber, J. H.; Rosenbaum, P. R. 1 2023 Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children. Zbl 1498.62271 Ye, Ting; Small, Dylan S.; Rosenbaum, Paul R. 2 2022 Selective inference for effect modification via the lasso. Zbl 07593416 Zhao, Qingyuan; Small, Dylan S.; Ertefaie, Ashkan 2 2022 New multivariate tests for assessing covariate balance in matched observational studies. Zbl 1520.62160 Chen, Hao; Small, Dylan S. 1 2022 Two robust tools for inference about causal effects with invalid instruments. Zbl 1520.62245 Kang, Hyunseung; Lee, Youjin; Cai, T. Tony; Small, Dylan S. 1 2022 Discovering heterogeneous exposure effects using randomization inference in air pollution studies. Zbl 1464.62209 Lee, Kwonsang; Small, Dylan S.; Dominici, Francesca 4 2021 Increasing power for observational studies of aberrant response: an adaptive approach. Zbl 07555493 Heng, Siyu; Kang, Hyunseung; Small, Dylan S.; Fogarty, Colin B. 2 2021 A conversation with Tze Leung Lai. Zbl 07368225 Lu, Ying; Small, Dylan S.; Ying, Zhiliang 2 2021 Reinforced designs: multiple instruments plus control groups as evidence factors in an observational study of the effectiveness of Catholic schools. Zbl 1457.62239 Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R. 2 2021 Selecting and ranking individualized treatment rules with unmeasured confounding. Zbl 1457.62367 Zhang, Bo; Weiss, Jordan; Small, Dylan S.; Zhao, Qingyuan 2 2021 The information in covariate imbalance in studies of hormone replacement therapy. Zbl 1498.62272 Yu, Ruoqi; Small, Dylan S.; Rosenbaum, Paul R. 1 2021 Comparing covariate prioritization via matching to machine learning methods for causal inference using five empirical applications. Zbl 07632874 Keele, Luke; Small, Dylan S. 1 2021 Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero. Zbl 1520.62159 Cheng, Jing; Small, Dylan S. 1 2021 Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. Zbl 1465.62050 Zhao, Qingyuan; Wang, Jingshu; Hemani, Gibran; Bowden, Jack; Small, Dylan S. 16 2020 Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors. Zbl 1464.62272 Karmakar, Bikram; Small, Dylan S. 2 2020 Evidence factors in a case-control study with application to the effect of flexible sigmoidoscopy screening on colorectal cancer. Zbl 1446.62276 Karmakar, Bikram; Doubeni, Chyke A.; Small, Dylan S. 1 2020 Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172 Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B. 11 2019 Two-sample instrumental variable analyses using heterogeneous samples. Zbl 1420.62060 Zhao, Qingyuan; Wang, Jingshu; Spiller, Wes; Bowden, Jack; Small, Dylan S. 7 2019 Integrating the evidence from evidence factors in observational studies. Zbl 1435.62390 Karmakar, B.; French, B.; Small, D. S. 7 2019 Multiple testing when many \(p\)-values are uniformly conservative, with application to testing qualitative interaction in educational interventions. Zbl 1428.62348 Zhao, Qingyuan; Small, Dylan S.; Su, Weijie 6 2019 Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170 Kennedy, Edward H.; Lorch, Scott; Small, Dylan S. 5 2019 Using approximation algorithms to build evidence factors and related designs for observational studies. Zbl 07499087 Karmakar, Bikram; Small, Dylan S.; Rosenbaum, Paul R. 3 2019 Estimating the malaria attributable fever fraction accounting for parasites being killed by fever and measurement error. Zbl 1462.62673 Lee, Kwonsang; Small, Dylan S. 2 2019 Comment: Will competition-winning methods for causal inference also succeed in practice? Zbl 1420.62352 Zhao, 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 1398.62114 Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 14 2018 Testing endogeneity with high dimensional covariates. Zbl 1452.62913 Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S. 5 2018 Non-parametric methods for doubly robust estimation of continuous treatment effects. Zbl 1373.62159 Kennedy, Edward H.; Ma, Zongming; McHugh, Matthew D.; Small, Dylan S. 35 2017 Instrumental variable estimation with a stochastic monotonicity assumption. Zbl 1383.62290 Small, Dylan S.; Tan, Zhiqiang; Ramsahai, Roland R.; Lorch, Scott A.; Brookhart, M. Alan 7 2017 Randomization inference for stepped-wedge cluster-randomized trials: an application to community-based health insurance. Zbl 1366.62196 Ji, Xinyao; Fink, Gunther; Robyn, Paul Jacob; Small, Dylan S. 4 2017 An adaptive Mantel-Haenszel test for sensitivity analysis in observational studies. Zbl 1371.62067 Rosenbaum, Paul R.; Small, Dylan S. 3 2017 Sensitivity analysis for matched pair analysis of binary data: from worst case to average case analysis. Zbl 1405.62048 Hasegawa, Raiden; Small, Dylan 2 2017 Full matching approach to instrumental variables estimation with application to the effect of malaria on stunting. Zbl 1358.62096 Kang, Hyunseung; Kreuels, Benno; May, Jürgen; Small, Dylan S. 7 2016 Using post-outcome measurement information in censoring-by-death problems. Zbl 1411.62333 Yang, Fan; Small, Dylan S. 5 2016 Control function instrumental variable estimation of nonlinear causal effect models. Zbl 1368.62183 Guo, Zijian; Small, Dylan S. 2 2016 Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods. Zbl 1419.62142 Hsu, Jesse Y.; Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 7 2015 Semiparametric causal inference in matched cohort studies. Zbl 1452.62817 Kennedy, E. H.; Sjölander, A.; Small, D. S. 3 2015 Monotone B-spline smoothing for a generalized linear model response. Zbl 07671703 Wang, Wei; Small, Dylan S. 2 2015 Equivalence testing for functional data with an application to comparing pulmonary function devices. Zbl 1454.62552 Fogarty, Colin B.; Small, Dylan S. 9 2014 Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. Zbl 1454.62422 Yang, Fan; Lorch, Scott A.; Small, Dylan S. 7 2014 Clustered treatment assignments and sensitivity to unmeasured biases in observational studies. Zbl 1367.62022 Hansen, Ben B.; Rosenbaum, Paul R.; Small, Dylan S. 4 2014 Isolation in the construction of natural experiments. Zbl 1454.62432 Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R. 3 2014 Dissonant conclusions when testing the validity of an instrumental variable. Zbl 1540.62198 Yang, Fan; Zubizarreta, José R.; Small, Dylan S.; Lorch, Scott; Rosenbaum, Paul R. 2 2014 Randomization inference for the trimmed mean of effects attributable to treatment. Zbl 1416.62245 Feng, Xingdong; Feng, Yang; Chen, Yuguo; Small, Dylan S. 1 2014 Effect modification and design sensitivity in observational studies. Zbl 06158331 Hsu, Jesse Y.; Small, Dylan S.; Rosenbaum, Paul R. 15 2013 Calibrating sensitivity analyses to observed covariates in observational studies. Zbl 1284.62655 Hsu, Jesse Y.; Small, Dylan S. 14 2013 Stronger instruments via integer programming in an observational study of late preterm birth outcomes. Zbl 1454.62431 Zubizarreta, José R.; Small, Dylan S.; Goyal, Neera K.; Lorch, Scott; Rosenbaum, Paul R. 11 2013 An R package and a study of methods for computing empirical likelihood. Zbl 1431.62011 Yang, Dan; Small, Dylan S. 4 2013 Case definition and design sensitivity. Zbl 1283.62222 Small, Dylan S.; Cheng, Jing; Halloran, M. Elizabeth; Rosenbaum, Paul R. 4 2013 New measures of clumpiness for incidence data. Zbl 1514.62972 Zhang, 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 1274.62910 Yang, Dan; Small, Dylan S.; Silber, Jeffrey H.; Rosenbaum, Paul R. 24 2012 Doubly robust instrumental variable regression. Zbl 1417.62090 Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James 12 2012 Inference with interference between units in an fMRI experiment of motor inhibition. Zbl 1261.92008 Luo, Xi; Small, Dylan S.; Li, Chiang-Shan R.; Rosenbaum, Paul R. 8 2012 A powerful and robust test statistic for randomization inference in group-randomized trials with matched pairs of groups. Zbl 1241.62172 Zhang, Kai; Traskin, Mikhail; Small, Dylan S. 1 2012 Inference for the effect of treatment on survival probability in randomized trials with noncompliance and administrative censoring. Zbl 1274.62848 Nie, Hui; Cheng, Jing; Small, Dylan S. 13 2011 Using split samples and evidence factors in an observational study of neonatal outcomes. Zbl 1232.62156 Zhang, 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 1223.62172 Han, Xu; Small, Dylan S.; Foster, Dean P.; Patel, Vishal 8 2011 Causal inference for continuous-time processes when covariates are observed only at discrete times. Zbl 1209.62214 Zhang, Mingyuan; Joffe, Marshall M.; Small, Dylan S. 6 2011 Building a stronger instrument in an observational study of perinatal care for premature infants. Zbl 1388.62311 Baiocchi, Mike; Small, Dylan S.; Lorch, Scott; Rosenbaum, Paul R. 32 2010 Hidden Markov models for alcoholism treatment trial data. Zbl 1189.62176 Shirley, Kenneth E.; Small, Dylan S.; Lynch, Kevin G.; Maisto, Stephen A.; Oslin, David W. 17 2010 Sensitivity analysis for the cross-match test, with applications in genomics. Zbl 1390.62142 Heller, Ruth; Jensen, Shane T.; Rosenbaum, Paul R.; Small, Dylan S. 4 2010 Split samples and design sensitivity in observational studies. Zbl 1388.62231 Heller, Ruth; Rosenbaum, Paul R.; Small, Dylan S. 16 2009 Efficient nonparametric estimation of causal effects in randomized trials with noncompliance. Zbl 1162.62022 Cheng, Jing; Small, Dylan S.; Tan, Zhiqiang; Have, Thomas R. Ten 13 2009 Bayesian testing of many hypotheses \(\times \) many genes: a study of sleep apnea. Zbl 1196.62140 Jensen, 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 1327.62070 Zhang, Kai; Small, Dylan S. 2 2009 Simultaneous sensitivity analysis for observational studies using full matching or matching with multiple controls. Zbl 1245.62182 Small, Dylan; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2009 Error-free milestones in error prone measurements. Zbl 1196.62048 Small, Dylan S.; Rosenbaum, Paul R. 1 2009 War and wages. Zbl 1205.62221 Small, Dylan S.; Rosenbaum, Paul R. 17 2008 Randomization inference in a group – randomized trial of treatments for depression. Covariate adjustment, noncompliance, and quantile effects. Zbl 1471.62513 Small, Dylan S.; Have, Thomas R. Ten; Rosenbaum, Paul R. 8 2008 Statistical inference in dynamic panel data models. Zbl 1141.62095 Lai, Tze Leung; Small, Dylan S.; Liu, Jia 3 2008 Sensitivity analysis for instrumental variables regression with overidentifying restrictions. Zbl 1333.62295 Small, Dylan S. 24 2007 Defining and estimating intervention effects for groups that will develop an auxiliary outcome. Zbl 1246.62210 Joffe, Marshall M.; Small, Dylan; Hsu, Chi-Yuan 16 2007 Marginal regression analysis of longitudinal data with time-dependent covariates: a generalized method-of-moments approach. Zbl 07555351 Lai, Tze Leung; Small, Dylan 9 2007 Bounds on causal effects in three-arm trials with non-compliance. Zbl 1110.62152 Cheng, Jing; Small, Dylan S. 24 2006 \(R\)-estimates vs. GMM: a theoretical case study of validity and efficiency. Zbl 1246.62089 Small, Dylan S.; Gastwirth, Joseph L.; Krieger, Abba M.; Rosenbaum, Paul R. 1 2006 Exact tests for the Rasch model via sequential importance sampling. Zbl 1306.62395 Chen, Yuguo; Small, Dylan 5 2005 all cited Publications top 5 cited Publications all top 5 Cited by 623 Authors 50 Small, Dylan S. 26 Rosenbaum, Paul Richard 10 Keele, Luke John 9 Kennedy, Edward H. 9 Zubizarreta, José R. 8 Zhao, Qingyuan 7 Lorch, Scott A. 7 Tchetgen Tchetgen, Eric J. 7 Ye, Ting 7 Yu, Ruoqi 7 Zhang, Bo 6 Ding, Peng 6 Kang, Hyunseung 6 Karmakar, Bikram 6 Vansteelandt, Stijn 6 Zhou, Yong 5 Dominici, Francesca 5 Ertefaie, Ashkan 5 Gilbert, Peter B. 5 Hudgens, Michael G. 5 Silber, Jeffrey H. 4 Bühlmann, Peter 4 Cheng, Jing 4 Dette, Holger 4 Fine, Jason Peter 4 Fogarty, Colin B. 4 Heng, Siyu 4 Imai, Kosuke 4 Joffe, Marshall M. 4 Kelz, Rachel R. 4 Lu, Bo 4 Mealli, Fabrizia 4 Sun, BaoLuo 4 VanderWeele, Tyler J. 3 Cai, Tianwen 3 Cui, Yifan 3 Draxler, Clemens 3 Guo, Zijian 3 Hansen, Ben B. 3 Lee, Kwonsang 3 Li, Fan 3 Li, Jialiang 3 Linton, Oliver Bruce 3 Liu, Lan 3 Lynch, Kevin G. 3 Ma, Yuqing 3 Papadogeorgou, Georgia 3 Qin, Jing 3 Sauppe, Jason J. 3 Sun, Jianguo 3 Ten Have, Thomas (Tom) R. 3 Wang, Jingshu 3 Wang, Peijie 3 Wang, Yixin 3 Zhang, Zheng 2 Ai, Chunrong 2 Albert, Paul S. 2 Antonelli, Joseph L. 2 Arslan, Olcay 2 Baiocchi, Mike 2 Balakrishnan, Sivaraman 2 Bhattacharya, Bhaswar B. 2 Bonvini, Matteo 2 Bowden, Jack 2 Braun, Danielle 2 Brookhart, M. Alan 2 Burgess, Stephen 2 Chen, Xiaoping 2 Chiba, Yasutaka 2 Choi, Byeongyeob 2 Dickhaus, Thorsten 2 Flory, James 2 Gao, Xiang 2 Guo, Xu 2 Halloran, M. Elizabeth 2 Harhay, Michael O. 2 Hasegawa, Raiden B. 2 Heller, Ruth 2 Hennessy, Sean 2 Hoang, Anh-Tuan 2 Hsu, Jesse Y. 2 Jacobson, Sheldon H. 2 Jiang, Zhichao 2 Johnson, Brent A. 2 King, Gary 2 Lee, Youjin 2 Li, Hongzhe 2 Li, Shuwei 2 Liao, Zhipeng 2 Mackay, Emily J. 2 Maisto, Stephen A. 2 Martinussen, Torben 2 Maruotti, Antonello 2 Mattei, Alessandra 2 Miao, Wang 2 Nall, Clayton 2 Nattino, Giovanni 2 Newton, Michael A. 2 Owen, Art B. 2 Ozdemir, Senay ...and 523 more Authors all top 5 Cited in 63 Serials 50 Journal of the American Statistical Association 45 Biometrics 44 The Annals of Applied Statistics 29 Statistical Science 15 The Annals of Statistics 10 The American Statistician 9 Communications in Statistics. Theory and Methods 9 Statistica Sinica 9 Electronic Journal of Statistics 8 Computational Statistics and Data Analysis 7 Biometrical Journal 7 Journal of Econometrics 6 Scandinavian Journal of Statistics 5 Journal of Statistical Planning and Inference 5 Statistics & Probability Letters 5 Journal of Statistical Computation and Simulation 5 Bernoulli 4 The Canadian Journal of Statistics 4 Annals of the Institute of Statistical Mathematics 4 Communications in Statistics. Simulation and Computation 4 Journal of Computational and Graphical Statistics 4 Statistics and Computing 3 Psychometrika 3 Econometric Reviews 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 AStA. Advances in Statistical Analysis 2 Econometrica 2 International Statistical Review 2 Journal of Multivariate Analysis 2 Economics Letters 2 European Journal of Operational Research 2 Test 2 Lifetime Data Analysis 2 Journal of Nonparametric Statistics 2 Journal of Applied Statistics 2 Journal of Business and Economic Statistics 2 Wiley Interdisciplinary Reviews. WIREs Computational Statistics 2 Quantitative Economics 2 Journal of Econometric Methods 2 Epidemiologic Methods 2 Statistics in Medicine 2 Stat 1 Inverse Problems 1 Bulletin of Mathematical Biology 1 British Journal of Mathematical & Statistical Psychology 1 Naval Research Logistics 1 Statistica Neerlandica 1 Journal of Time Series Analysis 1 International Journal of Approximate Reasoning 1 Computational Statistics 1 Statistical Papers 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Journal of Combinatorial Optimization 1 Data Mining and Knowledge Discovery 1 Econometric Theory 1 Biostatistics 1 Journal of Machine Learning Research (JMLR) 1 Statistical Methods and Applications 1 Journal of the Korean Statistical Society 1 Foundations and Trends in Econometrics 1 Science China. Mathematics 1 Journal of Agricultural, Biological, and Environmental Statistics all top 5 Cited in 10 Fields 351 Statistics (62-XX) 27 Biology and other natural sciences (92-XX) 20 Numerical analysis (65-XX) 14 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 13 Probability theory and stochastic processes (60-XX) 11 Operations research, mathematical programming (90-XX) 6 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Information and communication theory, circuits (94-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.