Recent RAND Statistics Publications

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2012 Publications

The trace restriction: An alternative identification strategy for the Bayesian multinomial probit model. — 2012

Burgette LF and EV Nordheim

Journal of Business and Economic Statistics, 30(3): 404-410

Exploratory quantile regression with many covariates: An application to adverse birth outcomes. — 2012

Burgette LF and JP Reiter

Epidemiology, 22(6): 859-866

Modeling adverse birth outcomes via confirmatory factor quantile regression — 2012

Burgette LF and JP Reiter

Biometrics, 68(1): 92-100

Nonparametric Bayesian multiple imputation for missing data due to mid-study switching of measurement methods — 2012

Burgette LF and JP Reiter

Journal of the American Statistical Association, 107(498): 439-449

A Population-Based Survey of Mental Health Disorders in Singapore — 2012

Chong SA, Abdin E, Vaingankar, J, Hong D, Sherbourne C, Yap M, Lim YW, Wong HB, Ghosh-Dastidar B, Subramaniam M

Annals of the Academy of Medicine Singapore, (In press)

Temporal Ordering of Interstitial Cystitis/Bladder Pain Syndrome (IC/BPS) and Non-Bladder Conditions — 2012

Clemens JQ, Elliott MN, Suttorp M, Berry S

Journal of Urology, (In press)

ExpertLens: A System for Eliciting Opinions from a Large Pool of Non-Collocated Experts with Diverse Knowledge — 2011

Dalal S, Khodyakov D, Srinivasan R, Strauss S and Adams J

Journal of Technology Forecasting and Social Change

Using Machine Learning to Facilitate Systematic Review Updating — 2012

Dalal S, Shekelle P, Hempel S, Newberry S, Motala A, Shetty K

Journal of Medical Decision Making, AHRQ Publication No. 11-EHC045-EF. Rockville, MD: Agency for Healthcare Research and Quality

Food Policy Research: We need Better Measurement, Better Study Designs and Reasonable Actions Based on Available Evidence. Obesity — 2012

Dubowitz T, Ghosh-Dastidar B, Collins R, Escarce JE

(In press)

Measurement properties of park use questionnaire — 2012

Evenson KR, Wen F, Golinelli D, Rodriguez DA, Cohen DA

Environment and Behavior, (In press)

Gender Balance in ASA Activities — 2012

Ghosh-Dastidar B, Craven P, Palta M and Stangl D

Amstat News, (In press)

Bias and variance trade-offs when combining propensity score weighting and regression: with an application to HIV status and homeless men — 2012

Golinelli D, Ridgeway G, Rhoades H, Tucker J, Wenzel S

Health Services and Outcomes Research Methodology, (In press)

Assessing the Sensitivity of Treatment Effect Estimates to Differential Follow-Up Rates: Implications for Translational Research — 2012

Griffin BA, McCaffrey DF, Hunter S, Ramchand R, and Suttorp MJ

Health Services and Outcomes Research Methodology, DOI: 10.1007/s10742-012-0089-7

Use of Alternative Time Scales in Cox Proportional Hazard Models: Implications for Time-Varying Environmental Exposures — 2012

Griffin BA, Andersen, G, Shih R, Whitsel E

Statistics in Medicine, DOI: 10.1002/sim.5347

Nonparametric Matching and Propensity Scores — 2012

Griffin BA, McCaffrey DF

Chapter for the Encyclopedia of Health Economics, (In press)

Assessing the Sensitivity of Treatment Effect Estimates to Differential Follow-Up Rates: Implications for Translational Research — 2012

Griffin BA, McCaffrey DF, Ramchand R, Hunter SB, Suttorp MJ

Health Services Research and Outcomes Methodology, 12(2): 84-103

A Bernstein-type estimator for decreasing density with application to p-value adjustment — 2012

Han B, Dalal, S

Computational Statistics and Data Analysis, 56, 427-437

Simultaneous One-sided Tests with Application to Education Evaluation Systems — 2012

Han B, Dalal S and McCaffrey D

Journal of Educational & Behavioral Statistics, 37, 114-136

Teacher Effect Estimates and Decision Rules for Establishing Student-Teacher Linkages: What are the Implications for High-Stakes Personnel Policies in an Urban School District? Statics, Politics, and Policy — 2012

Han B, McCaffrey DF, Springer M, Gottfried, M

(In press)

Immunization Disparities by Hispanic Ethnicity and Language Preference — 2011

Haviland AM, Elliott MN, Hambarsoomian K, Lurie N

Archives of Internal Medicine, 171(2):158-165

Evaluating treatment efficacy — 2012

Hunter SB, Miles JNV, Paddock S, and EJ D'Amico

P. Miller (Ed.) Encyclopedia of Addictive Behaviors, Oxford, UK: Elsevier Limited

Conducting Online Expert Panels: A Feasibility and Experimental Replicability Study — 2012

Khodyakov D, Hempel S, Rubenstein L, Shekelle Pl, Foy R, Salem-Schatz S, O’Neill S, Danz M and S Dalal

BMC Medical Research Methodology, (In press)

Understanding Nonresponse to the 2007 Medicare CAHPS Survey — 2011

Klein DJ, Elliott MN, Haviland AM, Saliba D, Burkhart Q, Edwards C, Zaslavsky AM

The Gerontologist, 51 (6): 843-855

Smoothing across time in repeated cross-sectional data — 2011

Lockwood JR, McCaffrey DF, Setodji C and Elliott, MN

Statistics in Medicine, 30: 584-594

Understanding racial/ethnic and other socio-demographic disparities in patient experience of primary care: evidence from the English General Practice Patient Survey — 2011

Lyratzopoulos G, Elliott MN, Barbiere J, Staetsky L, Paddison C, Henderson A, Campbell J, Roland M

BMJ Quality & Safety, 21(1):21-29

How can healthcare organizations be reliably compared?: Lessons from a national survey of patient experience — 2011

Lyratzopoulos Y, Elliott MN, Barbiere J, Staetsky L , Paddison C, Campbell J, Roland M

Medical Care, 49(8): 724-733

The Academic Effects of Summer Instruction and Retention in New York City — 2012

Mariano, L.T. and Martorell, P

Educational Evaluation and Policy Analysis, (In press)

Reporting CAHPS and HEDIS Data by Race/Ethnicity for Medicare Beneficiaries — 2012

Martino S, Elliott MN, Kanouse DE, Weinick R, Brown J, Goldstein E

Health Services Research, (In press)

Machine Learning for Automatic Identification of Terrorist Incidents in Worldwide News Media — 2012

Mason, R, McInnis, B and Dalal, S

IEEE Conference on Intelligence and Security Informatics, Page(s): 84 - 89 Digital Object Identifier: 10.1109/ISI.2012.6284096 (link)

Missing data in value-added modeling of teacher effects — 2011

McCaffrey DF and Lockwood JR

Annals of Applied Statistics, 5 (2A): 773-797

Inverse probability weighting with error-prone covariates — 2011

McCaffrey DF, Lockwood JR and Setodji, C

Biometrika, (available as a RAND Working Paper)

A review of Stata routines for fixed effects estimation in normal linear models — 2012

McCaffrey DF, Lockwood JR, Mihaly K and Sass TR

The Stata Journal, (In press)

A Bayesian growth mixture model to examine maternal hypertension and birth outcomes — 2011

Neelon B, Swamy GK, Burgette LF, and ML Miranda

Statistics in Medicine, 30(22): 2721-2735

Should measures of patient experience in primary care be adjusted for case mix? Evidence from the UK General Practice Patient Survey — 2012

Paddison CAM, Elliott MN, Parker RA, Staetsky L, Lyratzopoulos G, Campbell JL, Roland MO

BMJ Quality & Safety, doi:10.1136/bmjqs-2011-000737

Racial and Ethnic Health Disparities in 5th-Graders in 3 US Metropolitan Areas — 2012

Schuster MA, Elliott MN, Kanouse DE, Wallander JL, Tortolero SR, Ratner JA, Klein DJ, Cuccaro P, Davies SL, Banspach SW

New England Journal of Medicine, (In press)

A graphical method for assessing risk factor threshold values using the generalized additive model: The Multi-Ethnic Study of Atherosclerosis — 2012

Setodji CM, Scheuner M, Pankow JS, Blumenthal RS, Chen H and Keeler E

Health Services and Outcomes Research Methodology, 12, 62-79

Using Generalized Additive Modeling to Empirically Identify Thresholds Within the ITERS in Relation to Toddlers' Cognitive Development — 2012

Setodji CM, Le V.-N., and Schaack, D

Developmental Psychology, doi: 10.1037/a0028738

Combinatorial Enlargement of Ground-Truth Datasets and Efficient Evaluation of Segmentation Algorithms — 2012

Shah A and Dalal S

ACM International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Application, (link)

Using Information Mining of the Medical Literature to Improve Drug Safety — 2011

Shetty K and Dalal S

Journal of American Medical Informatics Association, 18(5):668-7

Understanding Pregnancy-Related Attitudes and Behaviors: A Mixed Method Study of Homeless Youth — 2012

Tucker J, Sussell J, Golinelli D, Zhou A, Kennedy D, Wenzel S

Perspectives on Sexual and Reproductive Health, (In press)

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