Cumulative estimation in semi-parametric models - (Non-parametric estimator base for a general weight function)

被引：1
|
作者：
Hu, HC [1 ]
Sun, HY
机构：
[1] Wuhan Univ, Coll Math, Wuhan 430072, Peoples R China
[2] Hubei Normal Univ, Dept Math, Huangshi 435002, Peoples R China
[3] Wuhan Univ, Sch Geodesy & Geomat, Wuhan 430072, Peoples R China
来源：
SURVEY REVIEW | 2005年 / 38卷 / 296期
关键词：
D O I：
暂无
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
Consider the semi-parametric model l(i) = A(i)(T) X + s(t(i)) + Delta(j) (i = 1, (...) ,n). Firstly, the cumulative estimation method of linear model is applied to the semi-parametric model, moreover, a general weight function is chosen as the non-parametric estimator, both estimators of parameter X and non-parameter s(t(i)) are obtained. Secondly, some statistical properties of estimators are discussed. Finally, an example is imitated, which shows validity of the cumulative method.
引用
收藏
页码：158 / 164
页数：7
相关论文
共 50 条
  • [31] Non-parametric hazard function estimation using the Kaplan-Meier estimator
    Kim, C
    Bae, W
    Choi, H
    Park, BU
    JOURNAL OF NONPARAMETRIC STATISTICS, 2005, 17 (08) : 937 - 948
  • [32] A new variance estimator for parameters of semi-parametric generalized additive models
    Flanders, WD
    Klein, M
    Tolbert, P
    AMERICAN JOURNAL OF EPIDEMIOLOGY, 2003, 157 (11) : S54 - S54
  • [33] Non-parametric Estimator for Conditional Mode with Parametric Features
    Wang, Tao
    OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2024, 86 (01) : 44 - 73
  • [34] A note on non-parametric and semi-parametric modeling of wildfire hazard in Los Angeles County, California
    Schoenberg, Frederic Paik
    Pompa, Jamie
    Chang, Chien-Hsun
    ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2009, 16 (02) : 251 - 269
  • [35] A modified EM-type algorithm to estimate semi-parametric mixtures of non-parametric regressions
    Skhosana, Sphiwe B.
    Millard, Salomon M.
    Kanfer, Frans H. J.
    STATISTICS AND COMPUTING, 2024, 34 (04)
  • [36] Non-Parametric and Semi-Parametric RSSI/Distance Modeling for Target Tracking in Wireless Sensor Networks
    Mahfouz, Sandy
    Mourad-Chehade, Farah
    Honeine, Paul
    Farah, Joumana
    Snoussi, Hichem
    IEEE SENSORS JOURNAL, 2016, 16 (07) : 2115 - 2126
  • [37] A note on non-parametric and semi-parametric modeling of wildfire hazard in Los Angeles County, California
    Frederic Paik Schoenberg
    Jamie Pompa
    Chien-Hsun Chang
    Environmental and Ecological Statistics, 2009, 16 : 251 - 269
  • [38] Minimum entropy estimation in semi-parametric models:: a candidate for adaptive estimation?
    Pronzato, L
    Thierry, É
    Wolsztynski, É
    MODA 7 - ADVANCES IN MODEL-ORIENTED DESIGN AND ANALYSIS, PROCEEDINGS, 2004, : 125 - 132
  • [39] Simulated Non-Parametric Estimation of Dynamic Models
    Altissimo, Filippo
    Mele, Antonio
    REVIEW OF ECONOMIC STUDIES, 2009, 76 (02): : 413 - 450
  • [40] Shrinkage and penalized estimation in semi-parametric models with multicollinear data
    Yuzbasi, Bahadir
    Ahmed, S. Ejaz
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2016, 86 (17) : 3543 - 3561
12345