Matthew Shum
Selected Publications
Nonparametric learning rules from bandit experiments: the eyes have it!
How do people learn? We assess, in a model-free manner, subjectsʼ belief dynamics in a two-armed […]
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Nonparametric identification of dynamic models with unobserved state variables
We consider the identification of a Markov process when only {Wt} is observed. In structural dynamic […]
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Nonparametric identification of dynamic models with unobserved state variables
We consider the identification of a Markov process {Wt, Xt*} for t=1,2,…,T when only {Wt} for […]