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Roderick Joseph Alexander Little - Publications

Affiliations: 
1993- Statistics University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
Biostatistics Biology
Website:
https://midas.umich.edu/faculty-member/roderick-little/
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47 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 West BT, Little RJ, Andridge RR, Boonstra PS, Ware EB, Pandit A, Alvarado-Leiton F. ASSESSING SELECTION BIAS IN REGRESSION COEFFICIENTS ESTIMATED FROM NONPROBABILITY SAMPLES WITH APPLICATIONS TO GENETICS AND DEMOGRAPHIC SURVEYS. The Annals of Applied Statistics. 15: 1556-1581. PMID 35237377 DOI: 10.1214/21-aoas1453  0.554
2016 Thomas N, Harel O, Little RJ. Analyzing clinical trial outcomes based on incomplete daily diary reports. Statistics in Medicine. PMID 26888661 DOI: 10.1002/Sim.6890  0.38
2015 Kang S, Little RJ, Kaciroti N. Missing not at random models for masked clinical trials with dropouts. Clinical Trials (London, England). 12: 139-48. PMID 25627429 DOI: 10.1177/1740774514566662  0.48
2015 Little R, Kang S. Intention-to-treat analysis with treatment discontinuation and missing data in clinical trials. Statistics in Medicine. 34: 2381-90. PMID 25363683 DOI: 10.1002/Sim.6352  0.531
2015 Street AE, Gilman SE, Rosellini AJ, Stein MB, Bromet EJ, Cox KL, Colpe LJ, Fullerton CS, Gruber MJ, Heeringa SG, Lewandowski-Romps L, Little RJ, Naifeh JA, Nock MK, Sampson NA, et al. Understanding the elevated suicide risk of female soldiers during deployments. Psychological Medicine. 45: 717-26. PMID 25359554 DOI: 10.1017/S003329171400258X  0.505
2015 Zhang N, Little RJ. Subsample ignorable likelihood for accelerated failure time models with missing predictors. Lifetime Data Analysis. 21: 457-69. PMID 25091562 DOI: 10.1007/S10985-014-9304-X  0.5
2014 Li T, Hutfless S, Scharfstein DO, Daniels MJ, Hogan JW, Little RJ, Roy JA, Law AH, Dickersin K. Standards should be applied in the prevention and handling of missing data for patient-centered outcomes research: a systematic review and expert consensus. Journal of Clinical Epidemiology. 67: 15-32. PMID 24262770 DOI: 10.1016/J.Jclinepi.2013.08.013  0.334
2014 Yang Y, Little R. A comparison of doubly robust estimators of the mean with missing data Journal of Statistical Computation and Simulation. 85: 3383-3403. DOI: 10.1080/00949655.2014.975226  0.394
2013 Little RJ. In Praise of Simplicity not Mathematistry! Ten Simple Powerful Ideas for the Statistical Scientist Journal of the American Statistical Association. 108: 359-369. DOI: 10.1080/01621459.2013.787932  0.32
2012 Sinsheimer JS, Little RJ, Lake JA. Rooting gene trees without outgroups: EP rooting. Genome Biology and Evolution. 4: 709-19. PMID 22593551 DOI: 10.1093/Gbe/Evs047  0.622
2012 Zhang N, Little RJ. A pseudo-Bayesian shrinkage approach to regression with missing covariates. Biometrics. 68: 933-42. PMID 22150765 DOI: 10.1111/J.1541-0420.2011.01718.X  0.523
2011 Li Y, Taylor JM, Little RJ. A shrinkage approach for estimating a treatment effect using intermediate biomarker data in clinical trials. Biometrics. 67: 1434-41. PMID 21627627 DOI: 10.1111/J.1541-0420.2011.01608.X  0.326
2011 Zhang G, Little R. A comparative study of doubly robust estimators of the mean with missing data Journal of Statistical Computation and Simulation. 81: 2039-2058. DOI: 10.1080/00949655.2010.516750  0.529
2010 Andridge RR, Little RJ. A Review of Hot Deck Imputation for Survey Non-response. International Statistical Review = Revue Internationale De Statistique. 78: 40-64. PMID 21743766 DOI: 10.1111/J.1751-5823.2010.00103.X  0.581
2010 Long Q, Little RJ, Lin X. Estimating Causal Effects in Trials Involving Multi-Treatment Arms Subject to Non-compliance: A Bayesian framework. Journal of the Royal Statistical Society. Series C, Applied Statistics. 59: 513-531. PMID 21637737 DOI: 10.1111/J.1467-9876.2009.00709.X  0.511
2010 Zhang X, Johnson TD, Little RJ, Cao Y. Longitudinal Image Analysis of Tumor/Healthy Brain Change in Contrast Uptake Induced by Radiation. Journal of the Royal Statistical Society. Series C, Applied Statistics. 59: 821-838. PMID 21132099 DOI: 10.1111/J.1467-9876.2010.00718.X  0.461
2010 Couper MP, Alexander GL, Zhang N, Little RJ, Maddy N, Nowak MA, McClure JB, Calvi JJ, Rolnick SJ, Stopponi MA, Cole Johnson C. Engagement and retention: measuring breadth and depth of participant use of an online intervention. Journal of Medical Internet Research. 12: e52. PMID 21087922 DOI: 10.2196/Jmir.1430  0.467
2010 An D, Little RJ, McNally JW. A multiple imputation approach to disclosure limitation for high-age individuals in longitudinal studies. Statistics in Medicine. 29: 1769-78. PMID 20552576 DOI: 10.1002/Sim.3974  0.628
2010 Zhang X, Johnson TD, Little RJ, Cao Y. A Bayesian Image Analysis of Radiation Induced Changes in Tumor Vascular Permeability. Bayesian Analysis (Online). 5: 189-212. PMID 20448832 DOI: 10.1214/10-Ba508  0.487
2010 Clark NM, Shah S, Dodge JA, Thomas LJ, Andridge RR, Little RJ. An evaluation of asthma interventions for preteen students. The Journal of School Health. 80: 80-7. PMID 20236406 DOI: 10.1111/J.1746-1561.2009.00469.X  0.503
2009 Andridge RR, Little RJ. The Use of Sample Weights in Hot Deck Imputation. Journal of Official Statistics. 25: 21-36. PMID 21691591  0.56
2009 Bozoki AC, An H, Bozoki ES, Little RJ. The existence of cognitive plateaus in Alzheimer's disease. Alzheimer's & Dementia : the Journal of the Alzheimer's Association. 5: 470-8. PMID 19896586 DOI: 10.1016/J.Jalz.2009.05.669  0.468
2009 Zhang G, Little R. Extensions of the penalized spline of propensity prediction method of imputation. Biometrics. 65: 911-8. PMID 19053998 DOI: 10.1111/J.1541-0420.2008.01155.X  0.529
2009 Yuan Y, Little RJ. Mixed-effect hybrid models for longitudinal data with nonignorable dropout. Biometrics. 65: 478-86. PMID 18759842 DOI: 10.1111/J.1541-0420.2008.01102.X  0.422
2009 Yuan Y, Little RJ. Meta-analysis of studies with missing data. Biometrics. 65: 487-96. PMID 18565168 DOI: 10.1111/J.1541-0420.2008.01068.X  0.498
2009 Little RJ, Long Q, Lin X. A comparison of methods for estimating the causal effect of a treatment in randomized clinical trials subject to noncompliance. Biometrics. 65: 640-9. PMID 18510650 DOI: 10.1111/J.1541-0420.2008.01066.X  0.463
2008 Zhang X, Johnson TD, Little RJ, Cao Y. QUANTITATIVE MAGNETIC RESONANCE IMAGE ANALYSIS VIA THE EM ALGORITHM WITH STOCHASTIC VARIATION. The Annals of Applied Statistics. 2: 736-735. PMID 20046819 DOI: 10.1214/07-Aoas157  0.508
2008 Clark NM, Janz NK, Dodge JA, Mosca L, Lin X, Long Q, Little RJ, Wheeler JR, Keteyian S, Liang J. The effect of patient choice of intervention on health outcomes. Contemporary Clinical Trials. 29: 679-86. PMID 18515187 DOI: 10.1016/J.Cct.2008.04.002  0.379
2008 Little RJ, Long Q, Lin X. Comment Journal of the American Statistical Association. 103: 1344-1346. DOI: 10.1198/016214508000000995  0.324
2007 Yuan Y, Little RJ. Parametric and semiparametric model-based estimates of the finite population mean for two-stage cluster samples with item nonresponse. Biometrics. 63: 1172-80. PMID 17489967 DOI: 10.1111/J.1541-0420.2007.00816.X  0.494
2005 Gilman S, Koeppe RA, Little R, An H, Junck L, Giordani B, Persad C, Heumann M, Wernette K. Differentiation of Alzheimer's disease from dementia with Lewy bodies utilizing positron emission tomography with [18F]fluorodeoxyglucose and neuropsychological testing. Experimental Neurology. 191: S95-S103. PMID 15629765 DOI: 10.1016/J.Expneurol.2004.06.017  0.484
2004 Peng Y, Little RJ, Raghunathan TE. An extended general location model for causal inferences from data subject to noncompliance and missing values. Biometrics. 60: 598-607. PMID 15339281 DOI: 10.1111/J.0006-341X.2004.00208.X  0.686
2004 Gilman S, Koeppe RA, Little R, An H, Junck L, Giordani B, Persad C, Heumann M, Wernette K. Striatal monoamine terminals in Lewy body dementia and Alzheimer's disease. Annals of Neurology. 55: 774-80. PMID 15174011 DOI: 10.1002/Ana.20088  0.479
2004 Gilman S, Koeppe RA, Little R, An H, Junck L, Giordani B, Persad C, Heumann M, Wernette K. P3-395 A comparison of FDG-PET and neuropsychological testing in differentiating Alzheimer's disease from dementia with lewy bodies Neurobiology of Aging. 25: S467. DOI: 10.1016/S0197-4580(04)81543-4  0.477
2003 Gilman S, Chervin RD, Koeppe RA, Consens FB, Little R, An H, Junck L, Heumann M. Obstructive sleep apnea is related to a thalamic cholinergic deficit in MSA. Neurology. 61: 35-9. PMID 12847153 DOI: 10.1212/01.Wnl.0000073624.13436.32  0.488
2003 Gilman S, Koeppe RA, Chervin RD, Consens FB, Little R, An H, Junck L, Heumann M. REM sleep behavior disorder is related to striatal monoaminergic deficit in MSA. Neurology. 61: 29-34. PMID 12847152 DOI: 10.1212/01.Wnl.0000073745.68744.94  0.492
2003 Little RJ, Vartivarian S. On weighting the rates in non-response weights. Statistics in Medicine. 22: 1589-99. PMID 12704617 DOI: 10.1002/Sim.1513  0.659
2001 Chen HY, Little RJ. A profile conditional likelihood approach for the semiparametric transformation regression model with missing covariates. Lifetime Data Analysis. 7: 207-24. PMID 11677827 DOI: 10.1023/A:1011662322979  0.366
2000 Little RJ, An H, Johanns J, Giordani B. A comparison of subset selection and analysis of covariance for the adjustment of confounders. Psychological Methods. 5: 459-76. PMID 11194208 DOI: 10.1037/1082-989X.5.4.459  0.506
2000 Gilman S, Little R, Johanns J, Heumann M, Kluin KJ, Junck L, Koeppe RA, An H. Evolution of sporadic olivopontocerebellar atrophy into multiple system atrophy. Neurology. 55: 527-32. PMID 10953186 DOI: 10.1212/Wnl.55.4.527  0.497
1999 Little RJ, Raghunathan T. On summary measures analysis of the linear mixed effects model for repeated measures when data are not missing completely at random. Statistics in Medicine. 18: 2465-78. PMID 10474153 DOI: 10.1002/(Sici)1097-0258(19990915/30)18:17/18<2465::Aid-Sim269>3.0.Co;2-2  0.579
1997 Little RJ, Lewitzky S, Heeringa S, Lepkowski J, Kessler RC. Assessment of weighting methodology for the National Comorbidity Survey. American Journal of Epidemiology. 146: 439-49. PMID 9290504 DOI: 10.1093/Oxfordjournals.Aje.A009297  0.587
1996 Little R, Yau L. Intent-to-Treat Analysis for Longitudinal Studies with Drop-Outs Biometrics. 52: 1324. DOI: 10.2307/2532847  0.36
1993 Dorey FJ, Little RJ, Schenker N. Multiple imputation for threshold-crossing data with interval censoring. Statistics in Medicine. 12: 1589-603. PMID 7694349 DOI: 10.1002/Sim.4780121706  0.315
1988 Little RJ. Approximately calibrated small sample inference about means from bivariate normal data with missing values Computational Statistics & Data Analysis. 7: 161-178. DOI: 10.1016/0167-9473(88)90090-4  0.317
1983 Little RJ. Estimating a Finite Population Mean from Unequal Probability Samples Journal of the American Statistical Association. 78: 596-604. DOI: 10.1080/01621459.1983.10478016  0.342
1983 Little RJ, Rubin DB. On Jointly Estimating Parameters and Missing Data by Maximizing the Complete-Data Likelihood The American Statistician. 37: 218-220. DOI: 10.1080/00031305.1983.10483106  0.351
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