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Conjectured asymptotic relative efficiency bound for 1-bit linear regression
Let $\widehat{\beta}$ be the estimator based on the quantized data and let $\widehat{\beta}^{o}$ be the ordinary least squares estimator based on the uncompressed data. Write $R_n$ …
Conjectureopenasymptotic-statistics linear-regression quantized-dataarXiv posted 2 days ago

Conjectured asymptotic relative efficiency bound for 1-bit linear regression