Regression methods for cost-effectiveness analysis with censored data.

Andrew R Willan; D Y Lin; Andrea Manca

doi:10.1002/sim.1794

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Regression methods for cost-effectiveness analysis with censored data.

Andrew R Willan·D Y Lin·Andrea Manca

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Abstract

A system of seemingly unrelated regression equations is proposed for prognostic factor adjustment and subgroup analysis when comparing two groups in a cost-effectiveness analysis with censored data. Because of the induced dependent censoring on costs and quality-adjusted survival, inverse probability weighting is employed for parameter estimation. The method is illustrated with data from two recent examples using both survival time and quality-adjusted survival time as the measures of effectiveness.

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Amiodarone Anti-Arrhythmia Agents Canada Cost-Benefit Analysis Defibrillators, Implantable Female Heart Arrest Humans Hysterectomy, Vaginal Laparoscopy Male Models, Statistical Quality-Adjusted Life Years Randomized Controlled Trials as Topic Survival Analysis Comparative Study Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, P.H.S.

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Andrew R Willan, D Y Lin, Andrea Manca. 2005-01-15. Regression methods for cost-effectiveness analysis with censored data.. https://doi.org/10.1002/sim.1794

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