All Stories

  1. Comparing the high-dimensional propensity score for use with administrative data with propensity scores derived from high-quality clinical data

    Article • Statistical Methods in Medical Research, April 2019, SAGE Publications

    Peter Austin

  2. Covariate-adjusted survival analyses in propensity-score matched samples: Imputing potential time-to-event outcomes

    Article • Statistical Methods in Medical Research, December 2018, SAGE Publications

    Peter Austin

  3. Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on survival or time-to-event outcomes

    Article • Statistical Methods in Medical Research, June 2018, SAGE Publications

    Peter Austin

  4. Assessing covariate balance when using the generalized propensity score with quantitative or continuous exposures

    Article • Statistical Methods in Medical Research, February 2018, SAGE Publications

    Peter Austin

  5. Statistical power to detect violation of the proportional hazards assumption when using the Cox regression model

    Article • Journal of Statistical Computation and Simulation, November 2017, Taylor & Francis

    Peter Austin

  6. Double propensity-score adjustment: A solution to design bias or bias due to incomplete matching

    Article • Statistical Methods in Medical Research, February 2017, SAGE Publications

    Peter Austin

  7. Propensity score matching and complex surveys

    Article • Statistical Methods in Medical Research, July 2016, SAGE Publications

    Peter Austin

  8. The performance of different propensity score methods for estimating absolute effects of treatments on survival outcomes: A simulation study

    Article • Statistical Methods in Medical Research, July 2016, SAGE Publications

    Peter Austin

  9. Estimating the effect of treatment on binary outcomes using full matching on the propensity score

    Article • Statistical Methods in Medical Research, September 2015, SAGE Publications

    Peter Austin

  10. The performance of inverse probability of treatment weighting and full matching on the propensity score in the presence of model misspecification when estimating the effect of treatment on survival outcomes

    Article • Statistical Methods in Medical Research, April 2015, SAGE Publications

    Peter Austin

  11. Predictive accuracy of novel risk factors and markers: A simulation study of the sensitivity of different performance measures for the Cox proportional hazards regression model

    Article • Statistical Methods in Medical Research, February 2015, SAGE Publications

    Peter Austin

  12. Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models

    Article • Statistical Methods in Medical Research, November 2014, SAGE Publications

    Peter Austin

  13. Neighborhood Socioeconomic Status and Barriers to Peritoneal Dialysis: A Mixed Methods Study

    Article • Clinical Journal of the American Society of Nephrology, August 2013, American Society of Nephrology

    Peter Austin, Matthew Oliver