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Xiaotian Dai

7 papers hereh-index 463 citations20 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • cs.LG1
same name
  • Xiaotian Dai — 2 papers, h 7
  • Xiaotian Dai — 2 papers, h 5
  • Xiaotian Dai — 1 paper, h 7
  • Xiaotian Dai — 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
20182026
most citedStrong Sure Screening of Ultra-high Dimensional Categorical Data

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

collaborators
Showing 2021Show all

3 papers · 1 filter

stat.ME2021

An Approach of Bayesian Variable Selection for Ultrahigh Dimensional Multivariate Regression

Xiaotian Dai, Guifang Fu, Randall Reese +2

In many practices, scientists are particularly interested in detecting which of the predictors are truly associated with a multivariate response. It is more accurate to model multi…

stat.ME2021

High-Dimensional Functional Mixed-effect Model for Bilevel Repeated Measurements

Xiaotian Dai, Guifang Fu

The bilevel functional data under consideration has two sources of repeated measurements. One is to densely and repeatedly measure a variable from each subject at a series of regul…

stat.ME2021

Epistasis Detection Via the Joint Cumulant

Randall Reese, Guifang Fu, Geran Zhao +3

Selecting influential nonlinear interactive features from ultrahigh dimensional data has been an important task in various fields. However, statistical accuracy and computational f…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.