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
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
  • [21] Non-parametric and semi-parametric support estimation using SEquential RESampling random walks on biomolecular sequences
    Wang, Wei
    Smith, Jack
    Hejase, Hussein A.
    Liu, Kevin J.
    ALGORITHMS FOR MOLECULAR BIOLOGY, 2020, 15 (01)
  • [22] Non-parametric, semi-parametric, and machine learning models for river temperature frequency analysis at ungauged basins
    Souaissi, Zina
    Ouarda, Taha B. M. J.
    St-Hilaire, Andre
    ECOLOGICAL INFORMATICS, 2023, 75
  • [23] Comparison of Canopy Closure Estimation of Plantations Using Parametric, Semi-Parametric, and Non-Parametric Models Based on GF-1 Remote Sensing Images
    Li, Jiarui
    Mao, Xuegang
    FORESTS, 2020, 11 (05):
  • [24] Non-parametric estimation of cumulative (residual) extropy
    Kattumannil, Sudheesh K. K.
    Sreedevi, E. P.
    STATISTICS & PROBABILITY LETTERS, 2022, 185
  • [25] Non-parametric and semi-parametric asset pricing: An application to the Colombian stock exchange
    Eduardo Gomez-Gonzalez, Jose
    Mirsha Sanabria-Buenaventura, Elioth
    ECONOMIC SYSTEMS, 2014, 38 (02) : 261 - 268
  • [26] Maternal full-time employment and overweight children: Parametric, semi-parametric, and non-parametric assessment
    Liu, Echu
    Hsiao, Cheng
    Matsumoto, Tomoya
    Chou, Shinyi
    JOURNAL OF ECONOMETRICS, 2009, 152 (01) : 61 - 69
  • [27] Intensive comparison of semi-parametric and non-parametric dimension reduction methods in forward regression
    Shin, Minju
    Yoo, Jae Keun
    COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS, 2022, 29 (05) : 615 - 627
  • [28] Semi-parametric estimation of shifts
    Gamboa, Fabrice
    Loubes, Jean-Michel
    Maza, Elie
    ELECTRONIC JOURNAL OF STATISTICS, 2007, 1 : 616 - 640
  • [29] Minimum-entropy estimation in semi-parametric models
    Wolsztynski, E
    Thierry, E
    Pronzato, L
    SIGNAL PROCESSING, 2005, 85 (05) : 937 - 949
  • [30] Nonparametric estimation in semi-parametric univariate mixture models
    Cruz-Medina, IR
    Hettmansperger, TP
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2004, 74 (07) : 513 - 524