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Xiaoli Gao

6 papers hereh-index 7184 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author3
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • math.ST1
same name
  • Xiaoli Gao — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedPenalized Weighted Least Squares for Outlier Detection and Robust Regression

15 citations · 25 across the 6 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

stat.ME2016★ 15 cited

Penalized Weighted Least Squares for Outlier Detection and Robust Regression

Xiaoli Gao, Yixin Fang

To conduct regression analysis for data contaminated with outliers, many approaches have been proposed for simultaneous outlier detection and robust regression, so is the approach…

stat.ME2016★ 1 cited

Post Selection Shrinkage Estimation for High Dimensional Data Analysis

Xiaoli Gao, S. E. Ahmed, Yang Feng

In high-dimensional data settings where p≫n, many penalized regularization approaches were studied for simultaneous variable selection and estimation. However, with the existe…

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