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Showing 1 to 2 of 2 for “"finite-sample analysis"”.

  1. Robust synthetic control

    … our knowledge, we provide the first theoretical finite sample analysis for a broader class of models than previously considered in literature. Additionally, we relate the inference quality of our estimator to the amount of training data available and show our estimator to be asymptotically …

    mit Repository record for Robust synthetic control (opens in a new tab)

  2. On the information theory of clustering, registration, and blockchains

    Progress in data science depends on the collection and storage of large volumes of reliable data, efficient and consistent inference based on this data, and trusting such computations made by untrusted peers. Information theory provides the means to analyze statistical inference algorithms, …

    uiuc Repository record for On the information theory of clustering, registration, and blockchains (opens in a new tab)