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Q5148980 - MaRDI portal

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scientific article; zbMATH DE number 7306884

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7306884

Statements

scholarly article

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Ezequiel Smucler

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Andrea G. Rotnitzky

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publication date

5 February 2021

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full work available at URL

https://arxiv.org/abs/1912.00306

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https://jmlr.csail.mit.edu/papers/v21/19-1026.html

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zbMATH Keywords

adjustment sets

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back-door formula

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Bayesian networks

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causal inference

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semiparametric inference

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MaRDI profile type

MaRDI publication profile

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A characterization of Markov equivalence classes for acyclic digraphs

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Double/debiased machine learning for treatment and structural parameters

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10.1162/153244302760200696

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On the consequences of overstratification

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Graphs for Margins of Bayesian Networks

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Markovian acyclic directed mixed graphs for discrete data

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The Effect of Pooling Across Strata in Perfectly Balanced Studies

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Identifying independence in bayesian networks

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On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects

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Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs

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Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

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Topological sorting of large networks

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Covariate Selection for Estimating the Causal Effect of Control Plans by Using Causal Diagrams

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A generalized back-door criterion

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Semiparametric efficiency bounds

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A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

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Addendum to ``A new approach to causal inference in mortality studies with a sustained exposure period. Application to control of the healthy worker survivor effect''

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Semiparametric Efficiency in Multivariate Regression Models with Missing Data

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Estimation of Regression Coefficients When Some Regressors Are Not Always Observed

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Some Surprising Results about Covariate Adjustment in Logistic Regression Models

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Semiparametric theory and missing data.

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Unified methods for censored longitudinal data and causality

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Higher order tangent spaces and influence functions

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A New Criterion for Confounder Selection

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Identifiers

Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5148980

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