Juntong Chen

activity

20202023

most citedRobust estimation of a regression function in exponential families

2 citations · 2 across the 4 of their papers we have counts for

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2 papers · 1 filter

stat.ME2022

Non-Data-Splitting Estimator Selection for Regression in Exponential Families

Juntong Chen

We observe $n$ independent pairs of random variables $(W_{i}, Y_{i})$ , where the conditional distribution of $Y_{i}$ given $W_{i} = w_{i}$ follows a one-parameter exponential family…

math.ST2022

Estimating a regression function in exponential families by model selection

Juntong Chen

Let $X_{1} = (W_{1}, Y_{1}), \dots, X_{n} = (W_{n}, Y_{n})$ be $n$ pairs of independent random variables. We assume that, for each $i \in {1, \dots, n}$ , the conditional distribution of $Y…