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Performance of logistic regression modeling: beyond the number of events per variable, the role of data structure

Journal of Clinical Epidemiology, 2011, Vol.64(9), pp.993-1000 [Peer Reviewed Journal]

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Propensity score model overfitting led to inflated variance of estimated odds ratios

Journal of Clinical Epidemiology, December 2016, Vol.80, pp.97-106 [Peer Reviewed Journal]

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Development and validation of clinical prediction models: Marginal differences between logistic regression, penalized maximum likelihood estimation, and genetic programming

Journal of Clinical Epidemiology, April 2012, Vol.65(4), pp.404-412 [Peer Reviewed Journal]

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Risk of attrition in a longitudinal study of skin cancer: logistic and survival models can give different results

Journal of Clinical Epidemiology, August 2013, Vol.66(8), pp.888-895 [Peer Reviewed Journal]

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Regression discontinuity was a valid design for dichotomous outcomes in three randomized trials

Journal of Clinical Epidemiology, June 2018, Vol.98, pp.70-79 [Peer Reviewed Journal]

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Logistic regression had superior performance compared with regression trees for predicting in-hospital mortality in patients hospitalized with heart failure

Journal of Clinical Epidemiology, 2010, Vol.63(10), pp.1145-1155 [Peer Reviewed Journal]

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Risk predictions for individual patients from logistic regression were visualized with bar–line charts

Journal of Clinical Epidemiology, 2012, Vol.65(3), pp.335-342 [Peer Reviewed Journal]

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The Kaiser Permanente inpatient risk adjustment methodology was valid in an external patient population

Journal of Clinical Epidemiology, 2010, Vol.63(7), pp.798-803 [Peer Reviewed Journal]

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Logistic regression was preferred to estimate risk differences and numbers needed to be exposed adjusted for covariates

Journal of Clinical Epidemiology, 2010, Vol.63(11), pp.1223-1231 [Peer Reviewed Journal]

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Logistic regression had superior performance compared with regression trees for predicting in-hospital mortality in patients hospitalized with heart failure
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Logistic regression had superior performance compared with regression trees for predicting in-hospital mortality in patients hospitalized with heart failure

Journal Of Clinical Epidemiology, 2010 Oct, Vol.63(10), pp.1145-1155 [Peer Reviewed Journal]

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by this Author/Contributor:

  1. Tu, Jack V
  2. Steyerberg, Ewout W
  3. Austin, Peter C
  4. Moons, Karel G.M
  5. Bender, Ralf

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