Peter Austin on Muck Rack

Peter Austin

As seen in: Business in Vancouver (BIV), Wiley Online Library, SAGE Publishing, Neurology, Neurology Journal, The Telegraph (Macon), Queensland Country Life, FarmOnline, The Land (Australia), North Queensland Register, Stock & Land and
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Articles

Using Propensity Score Weighting With Clustered Data When the Treatment Is Applied at the Level of the Cluster and Outcomes Are Assessed at the Level of the Individual: The Observational Analog of Cluster Randomization Trials

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By Peter Austin
| Wiley Online Library
1 Introduction Randomized controlled trials (RCTs) are considered for the gold standard for evaluating the efficacy and safety of medications and healthcare interventions. Randomization will, on average, balance measured and unmeasured baseline covariates between the arms of the RCT, so that any difference in outcome between randomization arms can be attributed to the treatment or intervention. However, RCTs are not always feasible for ethical or practical reasons.
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The Impact of Two Data‐Generating Processes for Competing Risk Data on the Discrimination and Calibration of Two Types of Competing Risk Regression Models

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By Peter Austin, Hein Putter
| Wiley Online Library
1 Introduction In survival analysis, a competing risk is an event whose occurrence precludes the occurrence of the primary outcome of interest [1]. In a study in which the primary outcome of interest is time to death due to cardiovascular causes, death due to noncardiovascular causes is a competing risk. An individual who dies of cancer is no longer at risk of death due to cardiovascular causes. There are two primary sets of regression models for the analysis of competing risk data.
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Positive Airway Pressure Therapy Initiation and Continued Benzodiazepine Use Among Chronic Drug Users

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By Nicholas T. Vozoris, Jin Luo, Peter Austin, Clodagh Ryan
| Wiley Online Library
1 Introduction Obstructive sleep apnea (OSA) and insomnia frequently overlap in individuals, with estimates of concurrent OSA among individuals with insomnia ranging from 30% to 70% (Luyster et al. 2010). There is limited supportive evidence that treating OSA can improve concomitant patient-reported insomnia symptoms (Alemohammad et al. 2022; Björnsdóttir et al. 2013; Guilleminault et al. 2008; Krakow et al. 2004; Krakow et al. 2006; Krakow et al. 2019; Lundetræ et al.
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