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This paper revisits Wald's (1947) sequential experimentation paradigm, now assuming that an impatient decision maker … irreversible action. We translate this natural discrete time experimentation story into a tractable control of variance for a … continuous time diffusion. Here we robustly characterize the optimal experimentation level: It is rising in the confidence about …
Persistent link: https://www.econbiz.de/10005762616
This note shows that the optimal choice of k simultaneous experiments in a stationary multi-armed bandit problem can be characterized in terms of the Gittins index of each arm. The index characterization remains equally valid after the introduction of switching costs.
Persistent link: https://www.econbiz.de/10005762526
This paper proposes a new approach for modeling investor fear after rare disasters. The key element is to take into account that investors’ information about fundamentals driving rare downward jumps in the dividend process is not perfect. Bayesian learning implies that beliefs about the...
Persistent link: https://www.econbiz.de/10010368587
Based on OECD evidence, equity/housing-price busts and credit crunches are followed by substantial increases in public consumption. These increases in unproductive public spending lead to increases in distortionary marginal taxes, a policy in sharp contrast with presumably optimal Keynesian...
Persistent link: https://www.econbiz.de/10011936366
This paper uses the example of an exam to model multi-dimensional search under a deadline. When the dimension is two, an order-invariance property allows simple characterization of the optimal search policy. Behavior is shown to be highly sensitive to changes in the deadline, and a wide variety...
Persistent link: https://www.econbiz.de/10011940733
The goal programming (GP) is a well-known approach applied to multi-criteria decision making (M-DM). It has been used in many domains and the literature offers diverse extensions of this procedure. On the other hand, so far, some evident analogies between M-DM under certainty and scenario-based...
Persistent link: https://www.econbiz.de/10012611488
This paper studies sequential information acquisition by an ambiguity-averse decision maker (DM), who decides how long to collect information before taking an irreversible action. The agent optimizes against the worst-case belief and updates prior by prior. We show that the consideration of...
Persistent link: https://www.econbiz.de/10013480172
We study the effect of ambiguity on timing decisions. An agent faces a stopping problem with an uncertain stopping payoff and a stochastic time limit. The agent is unsure about the correct model quantifying the uncertainty and seeks to maximize her payoff guarantee over a set of plausible...
Persistent link: https://www.econbiz.de/10014374788
This paper proposes a new approach for modeling investor fear after rare disasters. The key element is to take into account that investors' information about fundamentals driving rare downward jumps in the dividend process is not perfect. Bayesian learning implies that beliefs about the...
Persistent link: https://www.econbiz.de/10010387528
We consider a class of multi-armed bandit problem which is at the same time an arm-acquiring, restless and mortal bandit, and where the rewards follow any distribution. This is the case for a committee whose mission is to select the best element of a set of talents who live for K periods, and...
Persistent link: https://www.econbiz.de/10013066678