By Dr. Markus Frölich (auth.)
ISBN-10: 3540443282
ISBN-13: 9783540443285
ISBN-10: 3642557163
ISBN-13: 9783642557163
Policy evaluate and programme selection are very important instruments for expert decision-making, for the management of lively labour marketplace programmes, education programmes, college subsidies, rehabilitation programmes and so on. while the overview of programmes and guidelines is especially desirous about an total evaluate of influence, merits and prices, programme selection considers an optimum allocation of people to the programmes. This ebook surveys power assessment concepts for guidelines with a number of programmes and discusses assessment and remedy selection in a coherent framework. options for selecting applicable evaluate estimators are derived. moreover, a semiparametric estimator of optimum therapy selection is built to aid within the optimum allocation of participants.
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Extra resources for Programme Evaluation and Treatment Choice
Sample text
YR-l is not identified. 29 The estimation of the conditional expected potential outcomes E[yrIX] for each individual is central for the derivation of individual optimal programme recommendations. e. that it did not change over time in a different way for different individuals. If experimental data were available the (nonparametric) estimation of E[yrIX] would be straightforward. e. enforcing compliance when policy goals and individuals' goals conflict, is another matter and not discussed here.
IpolrsID=r(pslrs). dpslrs, where ips Irs ID=r is the distribution of the propensity score in the target population. Hence matching on the one-dimensional propensity score psir s instead on X 18 This is a mechanical result because D sIX,pslrs(X),D E {r,s}) =pslrs(x). 25). For example, if pair-matching is used, it suffices to find pairs of participants and non-participants that have the same propensity score. They no longer need to be identical on all X covariates. 26) where the target population consists of all subpopulations which do not participate in programme s.
In addition, the bandwidth selection problem is investigated. In spite of the undecided conclusions resulting from the asymptotic considerations, it appears that some rather stable recommendations can be drawn for the choice of evaluation estimators in finite samples. g. in form of a cost-benefit analysis, this chapter discusses evaluation from the perspective of how individuals should be allocated to the available programmes to increase overall performance. Since the effectiveness of a policy depends not only on the treatments themselves but also on the allocation of the participants to these treatments (including the 'non-participation treatment'), improving the process of participant-to-programme selection might lead to substantial improvements in overall effectiveness.
Programme Evaluation and Treatment Choice by Dr. Markus Frölich (auth.)
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