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Christian Covington

4 papers hereh-index 5201 citations12 works total

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

author position
  • first author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • math.AG1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedUnbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy

5 citations · 5 across the 3 of their papers we have counts for

collaborators

4 papers

math.AG2026

Examples of rigid Twistor D-modules

Patrik Hammer

The well-established theory of D-modules gives a framework to study linear differential equations from the perspective of algebraic geometry. A significant advancement in this theo…

stat.ME2025

A powerful goodness-of-fit test using the probability integral transform of order statistics

Christian T. Covington, Jeffrey W. Miller

Goodness-of-fit (GoF) tests are a fundamental component of statistical practice, essential for checking model assumptions and testing scientific hypotheses. Despite their widesprea…

stat.ME2025

Bayesian model criticism using uniform parametrization checks

Christian T. Covington, Jeffrey W. Miller

Models are often misspecified in practice, making model criticism a key part of Bayesian analysis. It is important to detect not only when a model is wrong, but which aspects are w…

stat.ME2021★ 5 cited

Unbiased Statistical Estimation and Valid Confidence Intervals Under Differential Privacy

Christian Covington, Xi He, James Honaker +1

We present a method for producing unbiased parameter estimates and valid confidence intervals under the constraints of differential privacy, a formal framework for limiting individ…

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