Maximum likelihood analysis of sensitivity test data according to Up and down test plan

被引:0
|
作者
Takeyama, Shozo [1 ]
机构
[1] Okayama Shoka Univ, Okayama 7008601, Japan
关键词
sensitivity test data analysis; maximum likelihood analysis; up and down test plan;
D O I
暂无
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Maximum likelihood analysis method of sensitivity test data according to Up and down test plan is proposed. That method is designed in Microsoft Excel sheet utilizing the Solver function. Maximum likelihood point estimates of population mean mu and population standard deviation sigma of the critical stimulus distribution of samples are made certain of good estimates by numerical simulation. And confidence area of mu, sigma are also derived. As results, the shapes of confidence area of mu, sigma with various confidence levels are not concentric circles. Therefore it is not recommended to evaluate confidence limit of mu, sigma independently. Consistency check method between the estimates (mu) over cap, (sigma) over cap and the each test results in Up and down data set is also proposed. By this method, the impact test result on estimation of parameters is can be found.
引用
收藏
页码:8 / 14
页数:7
相关论文
共 50 条
  • [21] Unit root test:: An unconditional maximum likelihood approach
    González-Farías, G
    Dickey, DA
    BOLETIN DE LA SOCIEDAD MATEMATICA MEXICANA, 1999, 5 (01): : 199 - 221
  • [22] Sensitivity of Rao's score test, the Wald test and the likelihood ratio test to nuisance parameters
    Li, B
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2001, 97 (01) : 57 - 66
  • [23] LIKELIHOOD INFERENCE FOR LIFE TEST DATA
    REISER, B
    BARLEV, S
    IEEE TRANSACTIONS ON RELIABILITY, 1979, 28 (01) : 38 - 43
  • [24] Test data likelihood for PLSA models
    Brants, T
    INFORMATION RETRIEVAL, 2005, 8 (02): : 181 - 196
  • [25] Test Data Likelihood for PLSA Models
    Thorsten Brants
    Information Retrieval, 2005, 8 : 181 - 196
  • [26] The admixture maximum likelihood test to test for association between rare variants and disease phenotypes
    Jonathan P Tyrer
    Qi Guo
    Douglas F Easton
    Paul DP Pharoah
    BMC Bioinformatics, 14
  • [27] The HKA test revisited: A maximum-likelihood-ratio test of the standard neutral model
    Wright, SI
    Charlesworth, B
    GENETICS, 2004, 168 (02) : 1071 - 1076
  • [28] The disequilibrium maximum-likelihood-binomial test does not replace the transmission/disequilibrium test
    Horvath, S
    Windemuth, C
    Knapp, M
    AMERICAN JOURNAL OF HUMAN GENETICS, 2000, 67 (02) : 531 - 534
  • [29] The admixture maximum likelihood test to test for association between rare variants and disease phenotypes
    Tyrer, Jonathan P.
    Guo, Qi
    Easton, Douglas F.
    Pharoah, Paul D. P.
    BMC BIOINFORMATICS, 2013, 14
  • [30] TEST-BANS UP AND DOWN
    不详
    NATURE, 1982, 298 (5873) : 408 - 408