Results 11 to 20 of about 106 (76)

Generalized coarsened confounding for causal effects: a large-sample framework

Journal of Causal Inference
There has been widespread use of causal inference methods for the rigorous analysis of observational studies and to identify policy evaluations. In this article, we consider a class of generalized coarsened procedures for confounding.
Ghosh Debashis, Wang Lei
doaj   +1 more source

A note on the asymptotic distribution of a Perron-type innovational outlier unit root test with a break

, 2011
Unit root tests, Structural break, Asymptotic distributions, 62E20, 62F05,
Mauro Costantini, Stephan Popp, POPP S, COSTANTINI M   +3 more
core   +1 more source

Design-based RCT estimators and central limit theorems for baseline subgroup and related analyses

Journal of Causal Inference
There is a growing literature on design-based (DB) methods to estimate average treatment effects (ATEs) for randomized controlled trials (RCTs) for full sample analyses.
Schochet Peter Z.
doaj   +1 more source

Assessing surrogate heterogeneity in real world data using meta-learners

Journal of Causal Inference
Surrogate markers are most commonly studied within the context of randomized clinical trials. However, the need for alternative outcomes also extends to real-world public health and social science research, where randomized trials are often impractical ...
Knowlton Rebecca, Parast Layla
doaj   +1 more source

Some approximations to power functions of ϕ-divergence tests in parametric models

, 2001
Asymptotic distributions, ϕ-divergences, Pitman type alternatives, power, testing statistical hypotheses, 62B10, 62E20,
Leandro Pardo, Domingo Morales, Morales González, Domingo, Pardo Llorente, Leandro   +3 more
core   +1 more source

Estimation of time-varying treatment effects using marginal structural models dependent on partial treatment history

Journal of Causal Inference
Inverse probability (IP) weighting of marginal structural models (MSMs) can provide consistent estimators of time-varying treatment effects under correct model specifications and identifiability assumptions, even in the presence of time-varying ...
Seya Nodoka, Taguri Masataka, Ishii Takeo   +2 more
doaj   +1 more source

Asymptotic distribution of law-invariant risk functionals

Risk functionals, Law-invariance, Asymptotic normality, M-theorems, 91B30, 62E20, 60F05, 91B28, D81, G32,
Georg Pflug, Nancy Wozabal
core   +1 more source

A general near-exact distribution theory for the most common likelihood ratio test statistics used in Multivariate Analysis

, 2010
Wilks lambda statistic, Independence test, Sphericity test, Generalized Integer Gamma distribution, Generalized Near-Integer Gamma distribution, Mixtures, 62H10, 62E20, 62H05, 62H15,
Carlos Coelho, Barry Arnold, Filipe Marques, Filipe J. Marques, Carlos A. Coelho, Barry C. Arnold   +5 more
core   +1 more source

A Note on the Strong Approximation of the Smoothed Empirical Process of α-mixing Sequences

strongly mixing, smoothed empirical process, strong approximation, primary 60B12, secondary 62E20,
Majid Mojirsheibani
core   +1 more source

On testing for lorenz ordering

Gini Index, Lorenz Index, HNBUE, Primary 62G10, Secondary 62E20,
Emad-Eldin Aly
core   +1 more source