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researcher

D. Apley

21 papers hereh-index 357.2k citations184 works total

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

author position
  • middle author11
  • last author10

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.ML5
  • cs.LG4
  • stat.AP3
  • cond-mat.mtrl-sci2
  • cs.CE1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedDatabase, Features, and Machine Learning Model to Identify Thermally Driven Metal-Insulator Transition Compounds

45 citations · 184 across the 21 of their papers we have counts for

collaborators
Showing 2025 · stat.MEShow all

2 papers · 2 filters

stat.ME2025

Bootstrapped Control Limits for Score-Based Concept Drift Control Charts

Jiezhong Wu, Daniel W. Apley

Monitoring for changes in a predictive relationship represented by a fitted supervised learning model (i.e., concept drift detection) is a widespread problem in modern data-driven…

stat.ME2025

One-at-a-time knockoffs: controlled false discovery rate with higher power

Charlie K. Guan, Zhimei Ren, Daniel W. Apley

We propose one-at-a-time knockoffs (OATK), a new methodology for detecting important explanatory variables in linear regression models while controlling the false discovery rate (F…

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