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math.ST2016★ 1 cited
Functional linear instrumental regression under second order stationarity
Jan Johannes
We consider the problem of estimating the slope parameter in functional linear instrumental regression, where in the presence of an instrument W, i.e., an exogenous random function…
math.ST2016★ 2 cited
Adaptive non-parametric estimation in the presence of dependence
Nicolas Asin, Jan Johannes
We consider non-parametric estimation problems in the presence of dependent data, notably non-parametric regression with random design and non-parametric density estimation. The pr…