Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Baojian, Xie"'
Publikováno v:
Applied Economics. :1-18
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d8a995d804d4795418c3462215b11df8
https://doi.org/10.1080/00036846.2023.2176450
https://doi.org/10.1080/00036846.2023.2176450
Publikováno v:
J Appl Stat
This paper studies the outlier detection and robust variable selection problem in the linear regression model. The penalized weighted least absolute deviation (PWLAD) regression estimation method and the adaptive least absolute shrinkage and selectio
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::435ce5b7acff534375aeebe96cd95d8e
https://doi.org/10.1080/02664763.2020.1722079
https://doi.org/10.1080/02664763.2020.1722079
Publikováno v:
Communications in Statistics - Simulation and Computation. 51:29-39
In this paper, we study robust variable selection problem by combining the idea of quantile regression and random LASSO. A two-step algorithm is proposed to solve the proposed optimization ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::96de33d73ade7cf51a06b53ca045d64a
https://doi.org/10.1080/03610918.2019.1643886
https://doi.org/10.1080/03610918.2019.1643886
Publikováno v:
Statistical Papers. 62:193-208
We propose here a novel functional inverse regression method (i.e., functional surrogate assisted slicing) for functional data with binary responses. Previously developed method (e.g., functional sliced inverse regression) can detect no more than one
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8b2bca932a1b5cbc86af5b6853de8ddb
https://doi.org/10.1007/s00362-019-01083-1
https://doi.org/10.1007/s00362-019-01083-1
Publikováno v:
Brain & Behavior; Oct2022, Vol. 12 Issue 10, p1-11, 11p
Publikováno v:
Polish Journal of Environmental Studies. 2024, Vol. 33 Issue 1, p253-269. 17p.
Publikováno v:
Journal of Computational and Applied Mathematics. 326:31-43
In this paper, we propose a robust estimation procedure based on the exponential squared loss (ESL) function for the varying coefficient partially nonlinear model. Under some conditions, the asymptotic properties of proposed estimators are establishe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::699da0dbd7fa51bbc3b56dbb9327cc52
https://doi.org/10.1016/j.cam.2017.04.028
https://doi.org/10.1016/j.cam.2017.04.028
Publikováno v:
Applied Engineering in Agriculture; 2021, Vol. 37 Issue 4, p743-749, 7p
Publikováno v:
Journal of Computational and Applied Mathematics. 379:112948
The functional linear regression model corresponding to a scalar response and a functional predictor is becoming increasingly common. Since the predictor is infinite dimensional, some form of dimension reduction is essential. There are two popular di
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f8880b0bbd07b2e00ed37a509b452720
https://doi.org/10.1016/j.cam.2020.112948
https://doi.org/10.1016/j.cam.2020.112948
Publikováno v:
Journal of Semiconductors; Feb2010, Vol. 31 Issue 2, p1-1, 1p