Results 271 to 280 of about 113,075 (317)

Inference for Generalized partial functional linear regression

Statistica Sinica, 2020
A penalized likelihood ratio test for generalized partial functional linear models is proposed. A roughness penalty is used to control the model complexity via a smoothing parameter. A new type of inner product is defined. Using this inner product, a Bahadur representation for both functional and scalar penalized estimators is developed based on the ...
Li, Ting, Zhu, Zhongyi
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Constrained inference in linear regression

Journal of Multivariate Analysis, 2016
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Thelge Buddika Peiris, Bhaskar Bhattacharya   +1 more
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Heteroskedasticity-Robust Inference in Linear Regressions

Communications in Statistics - Simulation and Computation, 2009
The assumption that all errors share the same variance (homoskedasticity) is commonly violated in empirical analyses carried out using the linear regression model. A widely adopted modeling strategy is to perform point estimation by ordinary least squares and then perform testing inference based on these point estimators and heteroskedasticity ...
Verônica M. C. Lima, Tatiene C. Souza, Francisco Cribari-Neto, Gilênio B. Fernandes   +3 more
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Predictive inference on equicorrelated linear regression models

Applied Mathematics and Computation, 1998
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Shahjahan Khan, M. Ishaq Bhatti
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Order-Restricted Inferences in Linear Regression

Journal of the American Statistical Association, 1995
Abstract Regression analysis constitutes a large portion of the statistical repertoire in applications. In cases where such analysis is used for exploratory purposes with no previous knowledge of the structure, one would not wish to impose any constraints on the problem.
Hari Mukerjee, Renjin Tu
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Likelihood Inference for Linear Regression Models

Biometrika, 1988
A linear regression model with p regression coefficients \(\beta_ j\) \((j=1 ...
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Inference in generalized linear regression models with a censored covariate

Computational Statistics & Data Analysis, 2012
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John V. Tsimikas, Leonidas E. Bantis, Stelios D. Georgiou   +2 more
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