Results 31 to 40 of about 1,782 (115)

Highly adaptive Lasso for estimation of heterogeneous treatment effects and treatment recommendation

Journal of Causal Inference
The estimation of conditional average treatment effects (CATEs) is an important problem in many applications. Many machine learning-based frameworks for such estimation have been proposed, including meta-learning, causal trees, and causal forests ...
Nizam Sohail, Codi Allison, Rogawski McQuade Elizabeth, Benkeser David   +3 more
doaj   +1 more source

On APF Test for Poisson Process with Shift and Scale Parameters

, 2018
We propose the goodness of fit test for inhomogeneous Poisson processes with unknown scale and shift parameters. A test statistic of Cramer-von Mises type is proposed and its asymptotic behavior is studied.
Dabye, A. S., Kutoyants, Yu. A., Tanguep, E. D.   +2 more
core   +1 more source

Targeted maximum likelihood based estimation for longitudinal mediation analysis

Journal of Causal Inference
Causal mediation analysis with random interventions has become an area of significant interest for understanding time-varying effects with longitudinal and survival outcomes.
Wang Zeyi, Laan Lars van der, Petersen Maya, Gerds Thomas, Kvist Kajsa, Laan Mark van der   +5 more
doaj   +1 more source

A statistical Framework for a new two-parameter unit Bilal distribution with application to model Asymmetric Data

Heliyon
In the realm of statistical mechanics, unit models are commonly employed to elucidate tangible numerical values that fall within the range of 0–1, encompassing entities like proportions, percentages, and probabilities.
Tabassum Naz Sindhu, Anum Shafiq, Muhammad Bilal Riaz, Tahani A. Abushal   +3 more
doaj   +1 more source

Projection Estimates of Constrained Functional Parameters [PDF]

AMS classifications: 62G05; 62G07; 62G08; 62G20; 62G32;estimation;convex function;extreme value copula;Pickands dependence function;projection;shape constraint;support function;tangent ...
Fils-Villetard, A., Guillou, A., Segers, J.   +2 more
core   +1 more source

Local polynomial regression for circular predictors

, 2009
We consider local smoothing of datasets where the design space is the d-dimensional (d >= 1) torus and the response variable is real-valued. Our purpose is to extend least squares local polynomial fitting to this situation.
Agnese Panzera, Bai, Beran, Charles C. Taylor, Cogburn, Hall, Jammalamadaka, Klemelä, Lejeune, Marco Di Marzio, Mardia, Ruppert, Silverman   +12 more
core   +4 more sources

On the exponential inequality for acceptable random variables

Journal of Inequalities and Applications, 2011
In this paper, we obtain some new exponential inequalities for partial sums and their finite maximum of acceptable random variables by the results of Sung et al. (J. Korean Stat. Soc., 40, 109-114, 2011) and in different ways from theirs.
Gao Qingwu, Wang Yuebao, Li Yawei
doaj  

Two-dimensional Kolmogorov-type Goodness-of-fit Tests Based on Characterizations and their Asymptotic Efficiencies

, 2015
In this paper new two-dimensional goodness of fit tests are proposed. They are of supremum-type and are based on different types of characterizations. For the first time a characterization based on independence of two statistics is used for goodness-of ...
Milošević, Bojana, Obradović, Marko
core   +1 more source

General Weak Laws of Large Numbers for Bootstrap Sample Means [PDF]

AMS classifications: 60F05, 62G09; 62G20.Bootstrap sample mean;weak law of large numbers;convergence in probability;almost certain ...
Einmahl, J.H.J., Rosalsky, A.
core   +1 more source

Empirical Likelihood based on Hypothesis Testing [PDF]

AMS classifications: 62G10; 62G20; 62G30;estimation;testing ...
Einmahl, J.H.J., McKeague, I.W.
core   +1 more source