THE BOOTSTRAPPED MAXIMUM-LIKELIHOOD ESTIMATOR WITH AN APPLICATION

被引:6
|
作者
BURKE, MD
GOMBAY, E
机构
[1] UNIV CALGARY,DEPT MATH & STAT,CALGARY T2N 1N4,ALBERTA,CANADA
[2] UNIV ALBERTA,DEPT STAT & APPL PROBABIL,EDMONTON T6G 2G1,ALBERTA,CANADA
关键词
BOOTSTRAP; EMPIRICAL PROCESS; QUANTILE PROCESS; MAXIMUM LIKELIHOOD ESTIMATOR; GOODNESS-OF-FIT;
D O I
10.1016/0167-7152(91)90031-L
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The existence, strong consistency and asymptotic normality of bootstrapped maximum likelihood estimators are shown. A distribution-free goodness-of-fit test involving sample quantites is given as an application.
引用
收藏
页码:421 / 427
页数:7
相关论文
共 50 条
  • [21] Bounds for the normal approximation of the maximum likelihood estimator
    Anastasiou, Andreas
    Reinert, Gesine
    BERNOULLI, 2017, 23 (01) : 191 - 218
  • [22] ON THE MAXIMUM LIKELIHOOD ESTIMATOR IN THE GAMMA REGRESSION MODEL
    Rydlewski, Jerzy P.
    OPUSCULA MATHEMATICA, 2009, 29 (03) : 305 - 312
  • [23] Maximum likelihood estimator for jitter noise models
    Vandersteen, G
    Pintelon, R
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2000, 49 (06) : 1282 - 1284
  • [24] Effects of parameter estimation on maximum-likelihood bootstrap analysis
    Ripplinger, Jennifer
    Abdo, Zaid
    Sullivan, Jack
    MOLECULAR PHYLOGENETICS AND EVOLUTION, 2010, 56 (02) : 642 - 648
  • [25] Maximum-likelihood estimation of the geometric niche preemption model
    Graffelman, Jan
    ECOSPHERE, 2021, 12 (12):
  • [26] ESTIMATION OF CELL LINEAGE TREES BY MAXIMUM-LIKELIHOOD PHYLOGENETICS
    Feng, Jean
    DeWitt, William S., III
    McKenna, Aaron
    Simon, Noah
    Willis, Amy D.
    Matsen, Frederick A.
    ANNALS OF APPLIED STATISTICS, 2021, 15 (01) : 343 - 362
  • [27] On the Bias of the Maximum Likelihood Estimator for the Two-Parameter Lomax Distribution
    Giles, David E.
    Feng, Hui
    Godwin, Ryan T.
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2013, 42 (11) : 1934 - 1950
  • [28] ON THE MAXIMUM LIKELIHOOD ESTIMATOR IN THE GENERALIZED BETA REGRESSION MODEL
    Rydlewski, Jerzy P.
    Mielczarek, Dominik
    OPUSCULA MATHEMATICA, 2012, 32 (04) : 761 - 774
  • [29] Note on the Moderate Deviation Principle of Maximum Likelihood Estimator
    Miao, Y.
    Chen, Ying-Xia
    ACTA APPLICANDAE MATHEMATICAE, 2010, 110 (02) : 863 - 869
  • [30] Consistency and Asymptotic Normality of the Maximum Likelihood Estimator in GaGLM
    Wang, Benchao
    Qin, Pan
    Gu, Hong
    IEEE ACCESS, 2022, 10 : 14386 - 14396