Michele Jonsson Funk

Summary

Affiliation: University of North Carolina
Country: USA

Publications

  1. ncbi Mitochondrial disorders among infants exposed to HIV and antiretroviral therapy
    Michele Jonsson Funk
    Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina 27599 7521, USA
    Drug Saf 30:845-59. 2007
  2. ncbi Doubly robust estimation of causal effects
    Michele Jonsson Funk
    Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
    Am J Epidemiol 173:761-7. 2011
  3. ncbi The role of the c-statistic in variable selection for propensity score models
    Daniel Westreich
    Department of Obstetrics and Gynecology and Duke Global Health Institute, Duke University, Durham, NC, USA
    Pharmacoepidemiol Drug Saf 20:317-20. 2011
  4. ncbi Cesarean delivery on maternal request: maternal and neonatal outcomes
    Anthony G Visco
    Department of Obstetrics and Gynecology, University of North Carolina, Chapel Hill, North Carolina 27599, USA
    Obstet Gynecol 108:1517-29. 2006
  5. ncbi Time scale and adjusted survival curves for marginal structural cox models
    Daniel Westreich
    Department of Epidemiology, Universityof North Carolina, Chapel Hill, NorthCarolina, USA
    Am J Epidemiol 171:691-700. 2010
  6. ncbi Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression
    Daniel Westreich
    Department of Epidemiology, University of North Carolina at Chapel Hill, NC 27599 7435, USA
    J Clin Epidemiol 63:826-33. 2010
  7. ncbi Tuberculosis treatment and risk of stavudine substitution in first-line antiretroviral therapy
    Daniel J Westreich
    Department of Epidemiology, School of Public Health, University of North Carolina, Chapel Hill, NC 27599 7435, USA
    Clin Infect Dis 48:1617-23. 2009

Research Grants

  1. Effect/Earlier HAART/HIV disease progression/survival
    Michele Jonsson Funk; Fiscal Year: 2007

Detail Information

Publications8

  1. ncbi Mitochondrial disorders among infants exposed to HIV and antiretroviral therapy
    Michele Jonsson Funk
    Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina 27599 7521, USA
    Drug Saf 30:845-59. 2007
    ....
  2. ncbi Doubly robust estimation of causal effects
    Michele Jonsson Funk
    Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
    Am J Epidemiol 173:761-7. 2011
    ..Cary, North Carolina) for doubly robust estimation, available for download at http://www.unc.edu/~mfunk/dr/...
  3. ncbi The role of the c-statistic in variable selection for propensity score models
    Daniel Westreich
    Department of Obstetrics and Gynecology and Duke Global Health Institute, Duke University, Durham, NC, USA
    Pharmacoepidemiol Drug Saf 20:317-20. 2011
    ..Variable selection based on prior subject matter knowledge, empirical observation, and sensitivity analysis is preferable and avoids many of these problems...
  4. ncbi Cesarean delivery on maternal request: maternal and neonatal outcomes
    Anthony G Visco
    Department of Obstetrics and Gynecology, University of North Carolina, Chapel Hill, North Carolina 27599, USA
    Obstet Gynecol 108:1517-29. 2006
    ..To review systematically the evidence about maternal and infant outcomes of cesarean delivery on maternal request and planned vaginal delivery...
  5. ncbi Time scale and adjusted survival curves for marginal structural cox models
    Daniel Westreich
    Department of Epidemiology, Universityof North Carolina, Chapel Hill, NorthCarolina, USA
    Am J Epidemiol 171:691-700. 2010
    ..In the present example, use of time on treatment yielded a hazard ratio further from the null and more precise than use of time on study as the time scale...
  6. ncbi Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression
    Daniel Westreich
    Department of Epidemiology, University of North Carolina at Chapel Hill, NC 27599 7435, USA
    J Clin Epidemiol 63:826-33. 2010
    ..Our objective in this review was to assess machine learning alternatives to logistic regression, which may accomplish the same goals but with fewer assumptions or greater accuracy...
  7. ncbi Tuberculosis treatment and risk of stavudine substitution in first-line antiretroviral therapy
    Daniel J Westreich
    Department of Epidemiology, School of Public Health, University of North Carolina, Chapel Hill, NC 27599 7435, USA
    Clin Infect Dis 48:1617-23. 2009
    ..We estimated the effect of TB treatment on risk of stavudine substitution among individuals receiving first-line HAART...

Research Grants3

  1. Effect/Earlier HAART/HIV disease progression/survival
    Michele Jonsson Funk; Fiscal Year: 2007
    ..etroviral treatment so as to maximize the benefit that HAART can offer. ..