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Small, Dylan S.

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Author ID: small.dylan-s Recent zbMATH articles by "Small, Dylan S."
Published as: Small, D. S.; Small, Dylan; Small, Dylan S.
External Links: MGP · Wikidata
Documents Indexed: 69 Publications since 2005
all top 5

Co-Authors

1 single-authored
18 Rosenbaum, Paul Richard
6 Lorch, Scott A.
5 Kennedy, Edward H.
5 Zhao, Qingyuan
4 Cheng, Jing
4 Hsu, Jesse Y.
3 Chen, Yuguo
3 Guo, Zijian
3 Heller, Ruth
3 Joffe, Marshall M.
3 Kang, Hyunseung
3 Karmakar, Bikram
3 Tan, Zhiqiang
3 Zhang, Kai
3 Zubizarreta, José R.
2 Bowden, Jack
2 Cai, Tony Tony
2 Erkan, Ibrahim
2 Fogarty, Colin B.
2 Gastwirth, Joseph Lewis
2 Hasegawa, Raiden B.
2 Jensen, Shane T.
2 Krieger, Abba M.
2 Ten Have, Thomas (Tom) R.
2 Wang, Jingshu
2 Yang, Dan
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 Castillo Neyra, Ricardo
1 Cui, Na
1 Delgado, Stephen
1 Doubeni, Chyke A.
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 Keele, Luke John
1 Kreuels, Benno
1 Lai, Tze Leung
1 Lee, Kwonsang
1 Leung, Denis Heng-Yan
1 Levy, Michael Z.
1 Li, Chiang-Shan R.
1 Liu, Fang
1 Liu, Jia
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 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 Yang, Fan
1 Yang, Fan
1 Zhang, Peng
1 Zhang, Yao
1 Zhu, Min

Publications by Year

Citations contained in zbMATH

44 Publications have been cited 208 times in 138 Documents Cited by Year
Sensitivity analysis for instrumental variables regression with overidentifying restrictions. Zbl 1333.62295
Small, Dylan S.
16
2007
Bounds on causal effects in three-arm trials with non-compliance. Zbl 1110.62152
Cheng, Jing; Small, Dylan S.
16
2006
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.
14
2010
Defining and estimating intervention effects for groups that will develop an auxiliary outcome. Zbl 1246.62210
Joffe, Marshall M.; Small, Dylan; Hsu, Chi-Yuan
13
2007
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.
12
2012
Split samples and design sensitivity in observational studies. Zbl 1388.62231
Heller, Ruth; Rosenbaum, Paul R.; Small, Dylan S.
12
2009
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.
10
2010
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.
7
2017
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
7
2009
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.
6
2018
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.
6
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
6
2011
War and wages. Zbl 1205.62221
Small, Dylan S.; Rosenbaum, Paul R.
6
2008
Calibrating sensitivity analyses to observed covariates in observational studies. Zbl 1284.62655
Hsu, Jesse Y.; Small, Dylan S.
5
2013
Effect modification and design sensitivity in observational studies. Zbl 06158331
Hsu, Jesse Y.; Small, Dylan S.; Rosenbaum, Paul R.
5
2013
Randomization inference in a group-randomized trial of treatments for depression. Zbl 05564486
Small, Dylan S.; Have, Thomas R. Ten; Rosenbaum, Paul R.
5
2008
Exact tests for the Rasch model via sequential importance sampling. Zbl 1306.62395
Chen, Yuguo; Small, Dylan
5
2005
Equivalence testing for functional data with an application to comparing pulmonary function devices. Zbl 06408768
Fogarty, Colin B.; Small, Dylan S.
4
2014
Stronger instruments via integer programming in an observational study of late preterm birth outcomes. Zbl 06171262
Zubizarreta, José R.; Small, Dylan S.; Goyal, Neera K.; Lorch, Scott; Rosenbaum, Paul R.
4
2013
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.
4
2012
Doubly robust instrumental variable regression. Zbl 1417.62090
Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James
4
2012
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.
4
2011
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
3
2017
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.
3
2015
Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. Zbl 06302227
Yang, Fan; Lorch, Scott A.; Small, Dylan S.
3
2014
Case definition and design sensitivity. Zbl 1283.62222
Small, Dylan S.; Cheng, Jing; Halloran, M. Elizabeth; Rosenbaum, Paul R.
3
2013
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.
3
2009
An adaptive Mantel-Haenszel test for sensitivity analysis in observational studies. Zbl 1371.62067
Rosenbaum, Paul R.; Small, Dylan S.
2
2017
Clustered treatment assignments and sensitivity to unmeasured biases in observational studies. Zbl 1367.62022
Hansen, Ben B.; Rosenbaum, Paul R.; Small, Dylan S.
2
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.
2
2010
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
Statistical inference in dynamic panel data models. Zbl 1141.62095
Lai, Tze Leung; Small, Dylan S.; Liu, Jia
2
2008
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172
Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B.
1
2019
Integrating the evidence from evidence factors in observational studies. Zbl 1435.62390
Karmakar, B.; French, B.; Small, D. S.
1
2019
Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170
Kennedy, Edward H.; Lorch, Scott; Small, Dylan S.
1
2019
Testing endogeneity with high dimensional covariates. Zbl 06952488
Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S.
1
2018
Sensitivity analysis for matched pair analysis of binary data: from worst case to average case analysis. Zbl 1405.62048
Hasegawa, Raiden; Small, Dylan
1
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.
1
2016
Isolation in the construction of natural experiments. Zbl 06408771
Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R.
1
2014
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.
1
2011
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
\(R\)-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
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Zbl 1428.62172
Zhao, Qingyuan; Small, Dylan S.; Bhattacharya, Bhaswar B.
1
2019
Integrating the evidence from evidence factors in observational studies. Zbl 1435.62390
Karmakar, B.; French, B.; Small, D. S.
1
2019
Robust causal inference with continuous instruments using the local instrumental variable curve. Zbl 1407.62170
Kennedy, Edward H.; Lorch, Scott; 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.
6
2018
Testing endogeneity with high dimensional covariates. Zbl 06952488
Guo, Zijian; Kang, Hyunseung; Cai, T. Tony; Small, Dylan S.
1
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.
7
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
3
2017
An adaptive Mantel-Haenszel test for sensitivity analysis in observational studies. Zbl 1371.62067
Rosenbaum, Paul R.; Small, Dylan S.
2
2017
Sensitivity analysis for matched pair analysis of binary data: from worst case to average case analysis. Zbl 1405.62048
Hasegawa, Raiden; Small, Dylan
1
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.
1
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.
3
2015
Equivalence testing for functional data with an application to comparing pulmonary function devices. Zbl 06408768
Fogarty, Colin B.; Small, Dylan S.
4
2014
Estimation of causal effects using instrumental variables with nonignorable missing covariates: application to effect of type of delivery NICU on premature infants. Zbl 06302227
Yang, Fan; Lorch, Scott A.; Small, Dylan S.
3
2014
Clustered treatment assignments and sensitivity to unmeasured biases in observational studies. Zbl 1367.62022
Hansen, Ben B.; Rosenbaum, Paul R.; Small, Dylan S.
2
2014
Isolation in the construction of natural experiments. Zbl 06408771
Zubizarreta, José R.; Small, Dylan S.; Rosenbaum, Paul R.
1
2014
Calibrating sensitivity analyses to observed covariates in observational studies. Zbl 1284.62655
Hsu, Jesse Y.; Small, Dylan S.
5
2013
Effect modification and design sensitivity in observational studies. Zbl 06158331
Hsu, Jesse Y.; Small, Dylan S.; Rosenbaum, Paul R.
5
2013
Stronger instruments via integer programming in an observational study of late preterm birth outcomes. Zbl 06171262
Zubizarreta, José R.; Small, Dylan S.; Goyal, Neera K.; Lorch, Scott; Rosenbaum, Paul R.
4
2013
Case definition and design sensitivity. Zbl 1283.62222
Small, Dylan S.; Cheng, Jing; Halloran, M. Elizabeth; Rosenbaum, Paul R.
3
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.
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.
4
2012
Doubly robust instrumental variable regression. Zbl 1417.62090
Okui, Ryo; Small, Dylan S.; Tan, Zhiqiang; Robins, James
4
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
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.
6
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
6
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.
4
2011
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.
1
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.
14
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.
10
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.
2
2010
Split samples and design sensitivity in observational studies. Zbl 1388.62231
Heller, Ruth; Rosenbaum, Paul R.; Small, Dylan S.
12
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
7
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.
3
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.
6
2008
Randomization inference in a group-randomized trial of treatments for depression. Zbl 05564486
Small, Dylan S.; Have, Thomas R. Ten; Rosenbaum, Paul R.
5
2008
Statistical inference in dynamic panel data models. Zbl 1141.62095
Lai, Tze Leung; Small, Dylan S.; Liu, Jia
2
2008
Sensitivity analysis for instrumental variables regression with overidentifying restrictions. Zbl 1333.62295
Small, Dylan S.
16
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
13
2007
Bounds on causal effects in three-arm trials with non-compliance. Zbl 1110.62152
Cheng, Jing; Small, Dylan S.
16
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 top 5

Cited by 230 Authors

25 Small, Dylan S.
16 Rosenbaum, Paul Richard
5 Keele, Luke John
5 Zhou, Yong
5 Zubizarreta, José R.
4 Cheng, Jing
4 Ding, Peng
4 Gilbert, Peter B.
4 Hudgens, Michael G.
4 Imai, Kosuke
4 Joffe, Marshall M.
4 Lorch, Scott A.
4 VanderWeele, Tyler J.
3 Draxler, Clemens
3 Hansen, Ben B.
3 Kennedy, Edward H.
3 Mealli, Fabrizia
3 Silber, Jeffrey H.
3 Ten Have, Thomas (Tom) R.
3 Zhao, Qingyuan
2 Cai, Tony Tony
2 Chiba, Yasutaka
2 Dominici, Francesca
2 Fogarty, Colin B.
2 Gao, Xiang
2 Guo, Zijian
2 Halloran, M. Elizabeth
2 Hsu, Jesse Y.
2 Kang, Hyunseung
2 Karmakar, Bikram
2 King, Gary
2 Lynch, Kevin G.
2 Maisto, Stephen A.
2 Mattei, Alessandra
2 Nall, Clayton
2 Pacini, Barbara
2 Qin, Jing
2 Shepherd, Bryan E.
2 Vansteelandt, Stijn
2 Windmeijer, Frank A. G.
2 Yu, Ruoqi
2 Zheng, Ming
1 Abramowicz, Konrad
1 Albert, Paul S.
1 Almirall, Daniel
1 Aoki, Satoshi
1 Arias-Castro, Ery
1 Augustin, Thomas
1 Balakrishnan, Sivaraman
1 Beck, Aaron T.
1 Belin, Thomas R.
1 Berchtold, André
1 Bojinov, Iavor I.
1 Bolano, Danilo
1 Bowden, Jack
1 Brookhart, M. Alan
1 Brown, Gregory K.
1 Bühlmann, Peter
1 Carnegie, Nicole Bohme
1 Cassarly, Christy
1 Chan, Kwun Chuen Gary
1 Chen, Xiaoping
1 Chimowitz, Marc
1 Chung, Lisa M.
1 Clarke, Paul S.
1 Costa, Michele
1 Davies, Neil
1 De Angelis, Luca
1 Degruttola, Victor G.
1 Dias, Monica Costa
1 Diaz-Uriarte, Ramon
1 Diehr, Paula H.
1 Doko, Firmin
1 Doubeni, Chyke A.
1 Dubin, Joel A.
1 Dufour, Jean-Marie
1 Dupont, Charles T.
1 Egleston, Brian L.
1 Elliott, Michael R.
1 Errickson, Josh
1 Ertefaie, Ashkan
1 Faraway, Julian J.
1 Farbmacher, Helmut
1 Fine, Jason P.
1 Foster, Dean P.
1 Fredrickson, Mark M.
1 Frühwirth-Schnatter, Sylvia
1 Gagnon-Bartsch, Johann A.
1 Goyal, Neera K.
1 Greene, Tom
1 Greenland, Sander
1 Grendar, Marian jun.
1 G’sell, Max
1 Guggenberger, Patrik
1 Häger, Charlotte K.
1 Han, Xu
1 Hara, Hisayuki
1 Harding, David J.
1 Harris, Tammy
1 Hasegawa, Raiden B.
...and 130 more Authors

Citations by Year

Wikidata Timeline

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