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Lucy Xia

13 papers hereh-index 8184 citations19 works total

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

author position
  • first author3
  • middle author8
  • last author2

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ME8
  • math.ST3
  • cs.CL1
  • stat.ML1
same name
  • Lucy Xia — 1 paper, h 2

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
20132026
most citedQUADRO: A supervised dimension reduction method via Rayleigh quotient optimization

17 citations · 57 across the 9 of their papers we have counts for

collaborators
Showing math.STShow all

3 papers · 1 filter

math.ST2026

Is the regression F-test doubly robust?

Lucy Xia, Oliver Y. Feng, Yang Feng +2

We study the robustness of the F-test in random design linear models, and reach a somewhat nuanced conclusion. On the positive side, one of our main results is that the size of t…

math.ST2017★ 6 cited

Inferactive data analysis

Nan Bi, Jelena Markovic, Lucy Xia +1

We describe inferactive data analysis, so-named to denote an interactive approach to data analysis with an emphasis on inference after data analysis. Our approach is a compromise b…

math.ST2013★ 1 cited

Aggregation of Affine Estimators

Dong Dai, Philippe Rigollet, Lucy Xia +1

We consider the problem of aggregating a general collection of affine estimators for fixed design regression. Relevant examples include some commonly used statistical estimators su…

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