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1

Predicting Customer Value Using Clumpiness: From RFM to RFMC

Zhang, Yao, Bradlow, Eric T., Small, Dylan S.

Journal:

Marketing Science

Year:

2015

Language:

english

File:

PDF, 856 KB

english, 2015

2

Handling Missing Data in Instrumental Variable Methods for Causal Inference

Kennedy, Edward H., Mauro, Jacqueline A., Daniels, Michael J., Burns, Natalie, Small, Dylan S.

Journal:

Annual Review of Statistics and Its Application

Year:

2019

Language:

english

File:

PDF, 412 KB

english, 2019

3

Non-parametric methods for doubly robust estimation of continuous treatment effects

Kennedy, Edward H., Ma, Zongming, McHugh, Matthew D., Small, Dylan S.

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2016

Language:

english

File:

PDF, 800 KB

english, 2016

4

Testing endogeneity with high dimensional covariates

Guo, Zijian, Kang, Hyunseung, Cai, T. Tony, Small, Dylan S.

Journal:

Journal of Econometrics

Year:

2018

Language:

english

File:

PDF, 851 KB

english, 2018

5

Instrumental variable methods for causal inference

Baiocchi, Michael, Cheng, Jing, Small, Dylan S.

Journal:

Statistics in Medicine

Year:

2014

Language:

english

File:

PDF, 1.21 MB

english, 2014

6

Movement Patterns and Muscular Function Before and After Onset of Sports-Related Groin Pain: A Systematic Review with Meta-analysis

Kloskowska, Paulina, Morrissey, Dylan, Small, Claire, Malliaras, Peter, Barton, Christian

Journal:

Sports Medicine

Year:

2016

Language:

english

File:

PDF, 2.62 MB

english, 2016

7

The association between adolescent football participation and early adulthood depression

Deshpande, Sameer K., Hasegawa, Raiden B., Weiss, Jordan, Small, Dylan S., Francis, Joel Msafiri

Journal:

Year:

2020

Language:

english

File:

PDF, 873 KB

english, 2020

8

Statistical inference in dynamic panel data models

Tze Leung Lai, Dylan S. Small, Jia Liu

Journal:

Journal of Statistical Planning and Inference

Year:

2008

Language:

english

File:

PDF, 231 KB

english, 2008

9

Coronal plane hip muscle activation in football code athletes with chronic adductor groin strain injury during standing hip flexion

Dylan Morrissey, Jennifer Graham, Hazel Screen, Amit Sinha, Claire Small, Richard Twycross-Lewis, Roger Woledge

Journal:

Year:

2012

Language:

english

File:

PDF, 182 KB

english, 2012

10

An R package and a study of methods for computing empirical likelihood

Yang, Dan, Small, Dylan S.

Journal:

Journal of Statistical Computation and Simulation

Year:

2013

Language:

english

File:

PDF, 341 KB

english, 2013

11

Using an instrumental variable to test for unmeasured confounding

Guo, Zijian, Cheng, Jing, Lorch, Scott A., Small, Dylan S.

Journal:

Statistics in Medicine

Year:

2014

Language:

english

File:

PDF, 270 KB

english, 2014

12

The Role of Rest in the NBA Home-Court Advantage

Entine, Oliver A, Small, Dylan S

Journal:

Journal of Quantitative Analysis in Sports

Year:

2008

Language:

english

File:

PDF, 196 KB

english, 2008

13

Robust Inferences from a Before-and-After Study with Multiple Unaffected Control Groups

Wang, Pengyuan, Traskin, Mikhail, Small, Dylan S.

Journal:

Journal of Causal Inference

Year:

2013

Language:

english

File:

PDF, 920 KB

english, 2013

14

Temporal Trends in Incidence, Sepsis-Related Mortality, and Hospital-Based Acute Care After Sepsis

Meyer, Nathaniel, Harhay, Michael O., Small, Dylan S., Prescott, Hallie C., Bowles, Kathryn H., Gaieski, David F., Mikkelsen, Mark E.

Journal:

Critical Care Medicine

Year:

2018

Language:

english

File:

PDF, 203 KB

english, 2018

15

Graphical Diagnosis of Confounding Bias in Instrumental Variable Analysis

Zhao, Qingyuan, Small, Dylan S.

Journal:

Year:

2018

Language:

english

File:

PDF, 1.19 MB

english, 2018

16

Instrumental variables: Don't throw the baby out with the bathwater

Keele, Luke, Small, Dylan

Journal:

Health Services Research

Year:

2019

Language:

english

File:

PDF, 386 KB

english, 2019

17

Perils and prospects of using aggregate area level socioeconomic information as a proxy for individual level socioeconomic confounders in instrumental variables regression

Jesse Yenchih Hsu, Scott A. Lorch, Dylan S. Small

Journal:

Health Services and Outcomes Research Methodology

Year:

2012

Language:

english

File:

PDF, 507 KB

english, 2012

18

Near/far matching: a study design approach to instrumental variables

Mike Baiocchi, Dylan S. Small, Lin Yang, Daniel Polsky, Peter W. Groeneveld

Journal:

Health Services and Outcomes Research Methodology

Year:

2012

Language:

english

File:

PDF, 385 KB

english, 2012

19

New measures of clumpiness for incidence data

Zhang, Yao, Bradlow, Eric T., Small, Dylan S.

Journal:

Journal of Applied Statistics

Year:

2013

Language:

english

File:

PDF, 319 KB

english, 2013

20

Predicting the Direction of Causal Effect Based on an Instrumental Variable Analysis: A Cautionary Tale

Burgess, Stephen, Small, Dylan S.

Journal:

Journal of Causal Inference

Year:

2016

Language:

english

File:

PDF, 2.05 MB

english, 2016

21

Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies through Quadratically Constrained Linear Programming

Fogarty, Colin B., Small, Dylan S.

Journal:

Journal of the American Statistical Association

Year:

2015

Language:

english

File:

PDF, 426 KB

english, 2015

22

Mapping the spatial distribution of a disease-transmitting insect in the presence of surveillance error and missing data

Hong, Andrew E., Barbu, Corentin M., Small, Dylan S., Levy, Michael Z., the Chagas Disease Working Group in,

Journal:

Journal of the Royal Statistical Society Series A (General)

Year:

2015

Language:

english

File:

PDF, 1.31 MB

english, 2015

23

Bayesian inference for random coefficient dynamic panel data models

Liu, Fang, Zhang, Peng, Erkan, Ibrahim, Small, Dylan S.

Journal:

Journal of Applied Statistics

Year:

2016

Language:

english

File:

PDF, 1.41 MB

english, 2016

24

A tutorial on the use of instrumental variables in pharmacoepidemiology

Ertefaie, Ashkan, Small, Dylan S., Flory, James H., Hennessy, Sean

Journal:

Pharmacoepidemiology and Drug Safety

Year:

2017

Language:

english

File:

PDF, 200 KB

english, 2017

25

Hospitals Known for Nursing Excellence Perform Better on Value Based Purchasing Measures

Lasater, Karen B., Germack, Hayley D., Small, Dylan S., McHugh, Matthew D.

Journal:

Policy Politics & Nursing Practice

Year:

2016

Language:

english

File:

PDF, 251 KB

english, 2016

26

Instrumental Variable Estimation with a Stochastic Monotonicity Assumption

Small, Dylan S., Tan, Zhiqiang, Ramsahai, Roland R., Lorch, Scott A., Brookhart, M. Alan

Journal:

Statistical Science

Year:

2017

Language:

english

File:

PDF, 268 KB

english, 2017

27

Cross-screening in observational studies that test many hypotheses

Zhao, Qingyuan, Small, Dylan S., Rosenbaum, Paul R.

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

28

Discovering treatment effect heterogeneity through post-treatment variables with application to the effect of class size on mathematics scores

Ertefaie, Ashkan, Hsu, Jesse Y., Page, Lindsay C., Small, Dylan S.

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2018

Language:

english

File:

PDF, 583 KB

english, 2018

29

Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting

Guo, Zijian, Kang, Hyunseung, Tony Cai, T., Small, Dylan S.

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2018

Language:

english

File:

PDF, 451 KB

english, 2018

30

A Simple Model Allowing Modification of the Effect of a Randomized Intervention by Post-Randomization Variables

Faerber, Jennifer A., Joffe, Marshall M., Small, Dylan S., Zhang, Rongmei, Brown, Gregory K., Ten Have, Thomas R.

Journal:

Journal of Causal Inference

Language:

english

File:

PDF, 2.26 MB

english

31

A powerful approach to the study of moderate effect modification in observational studies

Lee, Kwonsang, Small, Dylan S., Rosenbaum, Paul R.

Journal:

Year:

2018

Language:

english

File:

PDF, 239 KB

english, 2018

32

Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error

Lee, Kwonsang, Small, Dylan S.

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 1.13 MB

english, 2018

33

Multiple testing when many p -values are uniformly conservative, with application to testing qualitative interaction in educational interventions

Zhao, Qingyuan, Small, Dylan S., Su, Weijie

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 603 KB

english, 2018

34

Variations in Influenza Vaccination by Clinic Appointment Time and an Active Choice Intervention in the Electronic Health Record to Increase Influenza Vaccination

Kim, Rebecca H., Day, Susan C., Small, Dylan S., Snider, Christopher K., Rareshide, Charles A. L., Patel, Mitesh S.

Journal:

JAMA Network Open

Year:

2018

Language:

english

File:

PDF, 858 KB

english, 2018

35

Robust causal inference with continuous instruments using the local instrumental variable curve

Kennedy, Edward H., Lorch, Scott, Small, Dylan S.

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2018

Language:

english

File:

PDF, 1.36 MB

english, 2018

36

Sensitivity analyses for average treatment effects when outcome is censored by death in instrumental variable models

Lee, Kwonsang, Lorch, Scott A., Small, Dylan S.

Journal:

Statistics in Medicine

Year:

2019

Language:

english

File:

PDF, 697 KB

english, 2019

37

Social incentives to encourage physical activity and understand predictors (STEP UP): Design and rationale of a randomized trial among overweight and obese adults across the United States

Harrison, Joseph D., Jones, Jeremy M., Small, Dylan S., Rareshide, Charles A.L., Szwartz, Gregory, Steier, David, Guszcza, James, Kalra, Pameljit, Torio, Brian, Reh, Gregory, Hilbert, Victoria, Patel,

Journal:

Contemporary Clinical Trials

Year:

2019

Language:

english

File:

PDF, 802 KB

english, 2019

38

Association of Primary Care Clinic Appointment Time With Clinician Ordering and Patient Completion of Breast and Colorectal Cancer Screening

Hsiang, Esther Y., Mehta, Shivan J., Small, Dylan S., Rareshide, Charles A. L., Snider, Christopher K., Day, Susan C., Patel, Mitesh S.

Journal:

JAMA Network Open

Year:

2019

Language:

english

File:

PDF, 744 KB

english, 2019

39

Fund U.S. veteran toxic exposure database

Sills, Jennifer, Small, Dylan S.

Journal:

Year:

2019

Language:

english

File:

PDF, 922 KB

english, 2019

40

Two-Sample Instrumental Variable Analyses Using Heterogeneous Samples

Zhao, Qingyuan, Wang, Jingshu, Spiller, Wes, Bowden, Jack, Small, Dylan S.

Journal:

Statistical Science

Year:

2019

Language:

english

File:

PDF, 419 KB

english, 2019

41

Correction

Baiocchi, Michael, Cheng, Jing, Small, Dylan S.

Journal:

Statistics in Medicine

Year:

2019

Language:

english

File:

PDF, 70 KB

english, 2019

42

Effectiveness of Behaviorally Designed Gamification Interventions With Social Incentives for Increasing Physical Activity Among Overweight and Obese Adults Across the United States

Patel, Mitesh S., Small, Dylan S., Harrison, Joseph D., Fortunato, Michael P., Oon, Ai Leen, Rareshide, Charles A. L., Reh, Gregory, Szwartz, Gregory, Guszcza, James, Steier, David, Kalra, Pameljit, H

Journal:

JAMA Internal Medicine

Year:

2019

Language:

english

File:

PDF, 313 KB

english, 2019

43

Random effects logistic models for analysing efficacy of a longitudinal randomized treatment with non-adherence

Dylan S. Small, Thomas R. Ten Have, Marshall M. Joffe, Jing Cheng

Journal:

Statistics in Medicine

Year:

2006

Language:

english

File:

PDF, 200 KB

english, 2006

44

Mediation analysis with principal stratification

Robert Gallop, Dylan S. Small, Julia Y. Lin, Michael R. Elliott, Marshall Joffe, Thomas R. Ten Have

Journal:

Statistics in Medicine

Year:

2009

Language:

english

File:

PDF, 366 KB

english, 2009

45

Two-stage instrumental variable methods for estimating the causal odds ratio: Analysis of bias

Bing Cai, Dylan S. Small, Thomas R. Ten Have

Journal:

Statistics in Medicine

Year:

2011

Language:

english

File:

PDF, 215 KB

english, 2011

46

Exact tests for the rasch model via sequential importance sampling

Yuguo Chen, Dylan Small

Journal:

Year:

2005

Language:

english

File:

PDF, 209 KB

english, 2005

47

Defining the Study Population for an Observational Study to Ensure Sufficient Overlap: A Tree Approach

Mikhail Traskin, Dylan S. Small

Journal:

Statistics in Biosciences

Year:

2011

Language:

english

File:

PDF, 975 KB

english, 2011

48

Bounds on causal effects in three-arm trials with non-compliance

Jing Cheng, Dylan S. Small

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2006

Language:

english

File:

PDF, 576 KB

english, 2006

49

Marginal regression analysis of longitudinal data with time-dependent covariates: a generalized method-of-moments approach

Tze Leung Lai, Dylan Small

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2007

Language:

english

File:

PDF, 565 KB

english, 2007

50

The Role of Outpatient Facilities in Explaining Variations in Risk-Adjusted Readmission Rates between Hospitals

Scott A. Lorch, Michael Baiocchi, Jeffrey H. Silber, Orit Even-Shoshan, Gabriel J. Escobar, Dylan S. Small

Journal:

Health Services Research

Year:

2010

Language:

english

File:

PDF, 197 KB

english, 2010

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