Results 31 to 40 of about 236 (144)

Goodness-of-fit Tests in Nonparametric Regression [PDF]

, 2004
AMS classifications: 62G08, 62G10, 62G20, 62G30 ...
Einmahl, J.H.J., van Keilegom, I.
core  

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

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

Automatic spectral density estimation for random fields on a lattice via bootstrap [PDF]

, 2007
Spatial data, Spectral density, Smoothing number, Uniform asymptotic distribution, Bootstrap, 62M30, 62M15, 62G20,
Vidal-Sanz, Jose M., Jose Vidal-Sanz
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

Change Point Analysis based on Empirical Characteristic Functions

62G20, 62E20, 60F17, Empirical characteristic function, Change point analysis,
Marie Hušková, Simos Meintanis
core   +1 more source

Dynamic relations for sparsely sampled Gaussian processes

, 2009
Derivatives, Functional data analysis, Gaussian process, 62G20, 62H25, 62M86,
Hans-Georg Müller, Wenjing Yang
core   +1 more source

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  

A note on convergence rates for posterior distributions via large deviations techniques

, 2008
Posterior distribution, Convergence rates, Large deviations, Moderate deviations, 62G20, 60F10,
Ruggiero M., MARTINELLI, ANDREA, RUGGIERO, MATTEO, Stephen Walker, Martinelli Andrea, Matteo Ruggiero, Walker S. G., Andrea Martinelli, Walker Stephen G.   +8 more
core   +1 more source