Results 71 to 80 of about 1,618 (122)

Conservative inference for counterfactuals

Journal of Causal Inference
In causal inference, the joint law of a set of counterfactual random variables is generally not identified. But many interesting quantities are functions of the joint distribution.
Balakrishnan Sivaraman, Kennedy Edward, Wasserman Larry   +2 more
doaj   +1 more source

Bayesian inference in based-kernel regression: comparison of count data of condition factor of fish in pond systems. [PDF]

J Appl Stat, 2022
Senga Kiessé T, Rivot E, Jaeger C, Aubin J.   +3 more
europepmc   +1 more source

Regression in tensor product spaces by the method of sieves. [PDF]

Electron J Stat, 2023
Zhang T, Simon N.
europepmc   +1 more source

Energy balancing of covariate distributions

Journal of Causal Inference
Bias in causal comparisons has a correspondence with distributional imbalance of covariates between treatment groups. Weighting strategies such as inverse propensity score weighting attempt to mitigate bias by either modeling the treatment assignment ...
Huling Jared D., Mak Simon
doaj   +1 more source

A power comparison between nonparametric regression tests [PDF]

In this paper, we consider three major types of nonparametric regression tests that are based on kernel and local polynomial smoothing techniques.
Dette, Holger, Zhang, Chunming
core  

A dependent counting INAR model with serially dependent innovation. [PDF]

J Appl Stat, 2021
Shirozhan M, Mohammadpour M.
europepmc   +1 more source

Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies

Journal of Causal Inference
Augmenting a randomized controlled trial (RCT) with external data may increase power at the risk of introducing bias. To select and analyze the experiment (RCT alone or combined with external data) with the optimal bias-variance tradeoff, we develop a ...
Dang Lauren Eyler, Tarp Jens Magelund, Abrahamsen Trine Julie, Kvist Kajsa, Buse John B., Petersen Maya, van der Laan Mark   +6 more
doaj   +1 more source

Robust and efficient estimation of GARCH models based on Hellinger distance. [PDF]

J Appl Stat, 2022
Zhao Q, Chen L, Wu J.
europepmc   +1 more source

Empirical likelihood for spatial dynamic panel data models. [PDF]

J Korean Stat Soc, 2022
Li Y, Qin Y.
europepmc   +1 more source

An alternate measure of the cumulative residual Sharma-Taneja-Mittal entropy

Analele Stiintifice ale Universitatii Ovidius Constanta: Seria Matematica
We define a new alternate measure of the cumulative residual Sharma-Taneja-Mittal entropy. For this measure, there are given upper and lower bounds, is introduced a consistent test based on the uniform distribution and some concrete numerical examples ...
Sfetcu Răzvan-Cornel, Robe-Voinea Elena-Graµiela, ŞErban Florentin   +2 more
doaj   +1 more source