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Dynamically Aggregating Diverse Information

delete2022-01-01
delete9
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OA
AI
A
Annie Liang *
X
Xiaosheng Mu
V
Vasilis Syrgkanis
DOI:10.3982/ECTA18324delete
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摘要

摘要

En 中文
An agent has access to multiple information sources, each modeled as a Brownian motion whose drift provides information about a different component of an unknown Gaussian state. Information is acquired continuously-where the agent chooses both which sources to sample from, and also how to allocate attention across them-until an endogenously chosen time, at which point a decision is taken. We demonstrate conditions on the agent's prior belief under which it is possible to exactly characterize the optimal information acquisition strategy. We then apply this characterization to derive new results regarding: (1) endogenous information acquisition for binary choice, (2) the dynamic consequences of attention manipulation, and (3) strategic information provision by biased news sources.
Keyword:
Information acquisition
dynamic Blackwell
binary choice

期刊

Econometrica 封面图
Econometrica
IF:
7.1
论文数:
3.0K
被引数:
4.3W

机构

P
Princeton University
学者数:
2.1W
论文数: 2.3W
被引数: 5.1W
M
Microsoft
学者数:
3.0K
论文数: 2.7K
被引数: 7
N
Northwestern University
学者数:
6.2W
论文数: 5.3W
被引数: 3.9K
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