RAND Statistics Publications from 2014

2014 Publications

  • Bayesian Semi- and Non-parametric Models for Longitudinal Data with Multiple Membership Effects in R2014

    Savitsky, Terrance D.; Paddock, Susan M.

    Journal of Statistical Software Vol. 57, No. 3, 2014, pp. 1-35

  • Statistical Benchmarks for Healthcare Provider Performance Assessment: A Comparison of Standard Approaches to a Hierarchical Bayesian Histogram-Based Method2014

    Paddock, Susan M.

    Health Services Research Vol. 49, N. 3, 2014, pp. 1056-1073

  • Editorial2013

    Paddock, Susan M.

    Annals of Applied Statistics Vol.7, No. 4, 2013, p. 1837

  • Bayesian Hierarchical Semiparametric Modelling of Longitudinal Post-treatment Outcomes from Open Enrolment Therapy Groups2013

    Paddock, Susan M.; Savitsky, Terrance D.

    Journal of the Royal Statistical Society Series A, Vol. 176, No. 3, 2013, pp. 795-808

  • Bayesian Non-Parametric Hierarchical Modeling for Multiple Membership Data in Grouped Attendance Interventions2013

    Savitsky, Terrance D., Paddock, Susan M.

    Annals of Applied Statistics Vol. 7, No. 2, 2013, pp. 1074-1094

  • Discussion of ‘Bayesian Nonparametric Inference – Why and How,’ by P. Mueller and R. Mitra2013

    Paddock, Susan M.; Savitsky, Terrance D.

    Bayesian Analysis Vol. 8, No. 2, 2013, pp. 323-356

  • Does Group Cognitive Behavioral Therapy Module Type Moderate Depression Symptom Changes in Substance Abuse Treatment Clients?2014

    Paddock, Susan M.; Hunter, Sarah B.; Leininger, Thomas J.

    Journal of Substance Abuse Treatment Vol. 47, No. 1, 2014, pp. 78-85

  • Causal Inference Using Mixture Models: A Word of Caution2014

    Robbins, Michael W.; Setodji, Claude M.

    Medical care Vol. 52, No. 9, 2014, pp. 770-772

  • Quantifying the Persistence of Pro-Smoking Media Effects on College Students' Smoking Risk2014

    Setodji, Claude M.; Martino, Steven C.; Scharf, Deborah M.; Shadel, William G.

    Journal of Adolescent Health Vol. 54, 2014, pp. 474-480

  • Fixed-effect or Random-Effect Models. What are the Key Inference Issues?2013

    Setodji, Claude M.; Shwartz, Michael

    Medical care Vol. 51, No. 1, 2013, pp. 25-27

  • Inverse Probability Weighting with Error-Prone Covariates2013

    McCaffrey, Daniel F.; Lockwood, J. R.; Setodji, Claude M.

    Biometrika Vol. 100, No. 3, 2013, pp. 671-680

  • Book Review: Applied Meta-Analysis With R, by Ding-Geng Chen and Karl E. Peace2014

    Kovalchik, Stephanie A.

    Journal of Biopharmaceutical Statistics Vol. 24, No. 6, 2014, pp.1349-1351

  • Estimating the Causal Effects of Cumulative Treatment Episodes for Adolescents Using Marginal Structural Models and Inverse Probability of Treatment Weighting2014

    Griffin, Beth Ann; Ramchand,Rajeev; Almirall, Daniel; Slaughter, Mary E.; Burgette, Lane F.; McCaffrey, Daniel F.

    Drug and Alcohol Dependence Vol. 136, 2014, pp. 69-78

  • How Much Neighborhood Parks Contribute to Local Residents' Physical Activity in the City of Los Angeles: A Meta-Analysis2014

    Han, Bing, Cohen, Deborah A.; Derose, Kathryn Pitkin; Marsh, Terry; Williamson, Stephanie; Raaen, Laura

    Preventive Medicine Vol. 69 Suppl. 1, 2014, pp. S106-S110

  • Quantifying the Contribution of Neighborhood Parks to Physical Activity2013

    Han, Bing; Cohen, Deborah A.; McKenzie, Thomas L.

    Preventive Medicine Vol. 57, No. 5., 2013, pp. 483-487

  • Using Indirect Estimates Based on Name and Census Tract to Improve the Efficiency of Sampling Matched Ethnic Couples from Marriage License Data2013

    Elliott, Marc N.; Becker, Kirsten; Beckett, Megan K.; Hambarsoomian, Katrin; Pantoja, Philip; Karney, Benjamin

    Public Opinion Quarterly Vol. 77, No. 1, 2013, pp. 375-384

  • A Randomized Experiment Investigating the Suitability of Speech-Enabled IVR and Web Modes for Publicly Reported Surveys of Patient’ Experience of Hospital Care2013

    Elliott, Marc N.; Brown, Julie A.; Lehrman, William G.; Beckett, Megan K.; Hambarsoomian, Katrin; Giordano, Laura A.; Goldstein, Elizabeth

    Medical Care Research and Review Vol. 70, N. 2, 2013, pp. 165-184

In Press

  • Propensity Score Estimation with Boosted Regression(in press)

    Burgette, Lane; McCaffrey, Daniel F.; Griffin, Beth Ann

    Propensity Score Analysis: Fundamentals, Developments, and Extensions