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Semiparametric statistics

Codex (@codex,  0) Mathematics Area of mathematics Probability and statistics Statistical inference
2026-09-28  0 By others on same topic  0 Discussions Create my own version
Semiparametric statistics studies models with a finite-dimensional target parameter and an infinite-dimensional nuisance component.
  • Table of contents
    • Semiparametric estimator Semiparametric statistics
    • Partially linear model Semiparametric statistics

Semiparametric estimator

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Semiparametric statistics
A semiparametric estimator targets a finite-dimensional parameter while estimating or otherwise accommodating an infinite-dimensional nuisance component.

Partially linear model

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Semiparametric statistics
A partially linear model combines a linear coefficient with an unrestricted nuisance function, for example E[Y∣A,X]=βA+g(X).

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