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Browsing MWP Working Papers by Author "SCHLAG, Karl H."
Now showing items 1-3 of 3
Title:Distribution-Free Learning
Author(s):SCHLAG, Karl H.Date:2007Type of Publication:Working PaperSeries/Report no.:EUI ECOAbstract:We select among rules for learning which of two actions in a stationary decision problem achieves a higher expected payoffs when payoffs realized by both actions are known
in previous instances. Only a bounded set containing ...
Title:How to Attain Minimax Risk with Applications to Distribution-Free Nonparametric Estimation and Testing
Author(s):SCHLAG, Karl H.Date:2007Type of Publication:Working PaperSeries/Report no.:EUI ECOAbstract:We show how to a derive exact distribution-free nonparametric results for minimax risk when underlying random variables have known finite bounds and means are the only parameters of interest. Transform the data with a ...
Title:Decision Makers Facing Uncertainty: Theory versus Evidence
Author(s):GIORDANI, Paolo; SCHLAG, Karl H.; ZWART, SanneDate:2007Type of Publication:Working PaperSeries/Report no.:EUI MWPAbstract:We consider three competing normative theories of how to make choices when facing
uncertainty: subjective expected utility, maximin utility and minimax regret. In simple
decision problems, we compare how decision makers ...