R J Little

Summary

Affiliation: University of Michigan
Country: USA

Publications

  1. ncbi The design and conduct of clinical trials to limit missing data
    R J Little
    Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
    Stat Med 31:3433-43. 2012
  2. ncbi A method for longitudinal prospective evaluation of markers for a subsequent event
    Roderick J Little
    Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan 48109, USA
    Am J Epidemiol 173:1380-7. 2011
  3. ncbi A comparison of methods for estimating the causal effect of a treatment in randomized clinical trials subject to noncompliance
    Roderick J Little
    Department of Biostatistics, University of Michigan, Ann Arbor, Michigan 48109, USA
    Biometrics 65:640-9. 2009
  4. ncbi A hot-deck multiple imputation procedure for gaps in longitudinal data on recurrent events
    Roderick J Little
    Department of Biostatistics, University of Michigan, 1420 Washington Heights, Ann Arbor, MI 48109, U S A
    Stat Med 27:103-20. 2008
  5. ncbi On summary measures analysis of the linear mixed effects model for repeated measures when data are not missing completely at random
    R J Little
    Department of Biostatistics and Institute for Social Research, University of Michigan, 1420 Washington Heights, Ann Arbor, MI 48109 2029, USA
    Stat Med 18:2465-78. 1999
  6. ncbi On weighting the rates in non-response weights
    Roderick J Little
    Department of Biostatistics, University of Michigan, 1420 Washington Heights, Ann Arbor, MI 48109 2029, USA
    Stat Med 22:1589-99. 2003
  7. ncbi Causal effects in clinical and epidemiological studies via potential outcomes: concepts and analytical approaches
    R J Little
    University of Michigan, Ann Arbor 48109 2029, USA
    Annu Rev Public Health 21:121-45. 2000
  8. ncbi A comparison of subset selection and analysis of covariance for the adjustment of confounders
    R J Little
    Department of Biostatistics, School of Public Health, University of Michigan, M4208 SPH II, 1420 Washington Heights, Ann Arbor, Michigan 48109 2029, USA
    Psychol Methods 5:459-76. 2000
  9. ncbi Changes in young adult offense and crash patterns over time
    P F Waller
    Accid Anal Prev 33:117-28. 2001
  10. ncbi Factors that influence successful training and faculty career development in hematology/oncology patient-oriented clinical research
    Scott D Gitlin
    University of Michigan, Division of Hematology Oncology Department of Internal Medicine, Ann Arbor, 48109, USA
    J Cancer Educ 20:72-8. 2005

Detail Information

Publications16

  1. ncbi The design and conduct of clinical trials to limit missing data
    R J Little
    Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
    Stat Med 31:3433-43. 2012
    ..This article focuses on the panel's recommendations on the design and conduct of clinical trials to limit missing data. A companion paper addresses the panel's findings on analysis methods...
  2. ncbi A method for longitudinal prospective evaluation of markers for a subsequent event
    Roderick J Little
    Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan 48109, USA
    Am J Epidemiol 173:1380-7. 2011
    ..Here, results from application of the method to 4 alternative proposed markers of the menopausal transition are compared with previous findings...
  3. ncbi A comparison of methods for estimating the causal effect of a treatment in randomized clinical trials subject to noncompliance
    Roderick J Little
    Department of Biostatistics, University of Michigan, Ann Arbor, Michigan 48109, USA
    Biometrics 65:640-9. 2009
    ..Methods are illustrated on data from the Women Take Pride study, an assessment of behavioral treatments for women with heart disease...
  4. ncbi A hot-deck multiple imputation procedure for gaps in longitudinal data on recurrent events
    Roderick J Little
    Department of Biostatistics, University of Michigan, 1420 Washington Heights, Ann Arbor, MI 48109, U S A
    Stat Med 27:103-20. 2008
    ..A simulation study is presented to assess the statistical properties of the proposed procedure. Some possible extensions of the approach are also considered...
  5. ncbi On summary measures analysis of the linear mixed effects model for repeated measures when data are not missing completely at random
    R J Little
    Department of Biostatistics and Institute for Social Research, University of Michigan, 1420 Washington Heights, Ann Arbor, MI 48109 2029, USA
    Stat Med 18:2465-78. 1999
    ..Analysis discarding the incomplete cases is even worse, with large biases and very poor confidence coverage...
  6. ncbi On weighting the rates in non-response weights
    Roderick J Little
    Department of Biostatistics, University of Michigan, 1420 Washington Heights, Ann Arbor, MI 48109 2029, USA
    Stat Med 22:1589-99. 2003
    ..Otherwise, response propensity weighting can be applied...
  7. ncbi Causal effects in clinical and epidemiological studies via potential outcomes: concepts and analytical approaches
    R J Little
    University of Michigan, Ann Arbor 48109 2029, USA
    Annu Rev Public Health 21:121-45. 2000
    ....
  8. ncbi A comparison of subset selection and analysis of covariance for the adjustment of confounders
    R J Little
    Department of Biostatistics, School of Public Health, University of Michigan, M4208 SPH II, 1420 Washington Heights, Ann Arbor, Michigan 48109 2029, USA
    Psychol Methods 5:459-76. 2000
    ..Specifically, a version of ANCOVA that models the relationship between the covariate and the outcome through cubic spline with fixed knots outperforms other methods in simulations...
  9. ncbi Changes in young adult offense and crash patterns over time
    P F Waller
    Accid Anal Prev 33:117-28. 2001
    ..The proportion of crashes that were at-fault did not decline over the sequence of crashes for an individual. Although crashes and offenses are positively correlated, they follow different trajectories over the early years of licensure...
  10. ncbi Factors that influence successful training and faculty career development in hematology/oncology patient-oriented clinical research
    Scott D Gitlin
    University of Michigan, Division of Hematology Oncology Department of Internal Medicine, Ann Arbor, 48109, USA
    J Cancer Educ 20:72-8. 2005
    ..We wanted to identify what factors promote career development in patient-oriented clinical research (POCR)...
  11. ncbi Web-based smoking-cessation programs: results of a randomized trial
    Victor J Strecher
    Center for Health Communications Research, University of Michigan School of Public Health, Ann Arbor, MI 48109 0471, USA
    Am J Prev Med 34:373-81. 2008
    ..This study aimed to (1) identify active psychosocial and communication components of a web-based smoking-cessation intervention and (2) examine the impact of increasing the tailoring depth on smoking cessation...
  12. ncbi Change in estradiol and follicle-stimulating hormone across the early menopausal transition: effects of ethnicity and age
    John F Randolph
    Department of Obstetrics and Gynecology, School of Medicine, School of Public Health, University of Michigan, Ann Arbor, Michigan 48109, USA
    J Clin Endocrinol Metab 89:1555-61. 2004
    ....
  13. ncbi Balanced centralized and distributed database design in a clinical research environment
    N L Foster
    Michigan Alzheimer s Disease Research Center and the Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
    Stat Med 19:1531-44. 2000
    ..Balancing centralized and distributed designs for research databases enhance the accuracy and completeness of data collection and increases the use of data for research and clinical care...
  14. ncbi A profile conditional likelihood approach for the semiparametric transformation regression model with missing covariates
    H Y Chen
    Division of Epidemiology and Biostatistics, School of Public Health, UIC 2121 West Taylor Street, Chicago, IL 60612, USA
    Lifetime Data Anal 7:207-24. 2001
    ..The potential application of the proposed method to the generalized probit model with missing continuous covariates is also outlined...
  15. ncbi EMG variance during polysomnography as an assessment for REM sleep behavior disorder
    Joseph W Burns
    Michigan Tech Research Institute, Michigan Technological University, Ann Arbor, MI 48105, USA
    Sleep 30:1771-8. 2007
    ..We therefore developed a computerized metric to assess EMG variance and compared the results to those previously published for visual scoring, bed partner-rated RBD symptom scores, and clinical assessments by sleep medicine specialists...
  16. ncbi How well quantified is the limit of quantification?
    Ying Guo
    Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
    Epidemiology 21:S10-6. 2010
    ..A more plausible assumption is that there is measurement error throughout the measure's support...