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
  • [31] Variance estimate for up and down test
    Fu, HM
    Yin, G
    Huang, W
    PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL 4, PTS A and B, 2004, 4 : 79 - 84
  • [32] MAXIMUM-LIKELIHOOD ESTIMATION AND LIKELIHOOD RATIO TEST WITH INCOMPLETE MATCHED PAIRS
    SHIH, WJ
    BIOMETRICS, 1984, 40 (04) : 1199 - 1199
  • [33] The comprehensive midtrimester test: High- sensitivity Down syndrome test
    Bahado-Singh, R
    Shahabi, S
    Karaca, M
    Mahoney, MJ
    Cole, L
    Oz, UA
    AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2002, 186 (04) : 803 - 808
  • [34] Local influence on the goodness-of-fit test statistic in maximum likelihood factor analysis
    Kang -Mo Jung
    Korean Journal of Computational & Applied Mathematics, 1998, 5 (2): : 447 - 455
  • [35] Local influence on the goodness-of-fit test statistic in maximum likelihood factor analysis
    Jung, Kang-Mo
    Korean Journal of Computational & Applied Mathematics, 1998, 5 (02): : 447 - 455
  • [36] APPLICATION OF LIKELIHOOD STATISTICAL ANALYSIS METHODS IN THE ANALYSIS OF DIELECTRIC TEST DATA.
    Le Roux, B.C.
    Elektron, 1987, 4 (07): : 10 - 11
  • [37] Statistical Analysis of Fatigue Test Data according to Eurocode 3
    Drebenstedt, K.
    Euler, M.
    MAINTENANCE, SAFETY, RISK, MANAGEMENT AND LIFE-CYCLE PERFORMANCE OF BRIDGES, 2018, : 2244 - 2251
  • [38] Maximum Likelihood Estimation for the Generalized Pareto Distribution and Goodness-of-Fit Test with Censored Data
    Pham, Minh H.
    Tsokos, Chris
    Choi, Bong-Jin
    JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2018, 17 (02)
  • [39] MAXIMUM-LIKELIHOOD-ESTIMATION OF TRANSFORMER HIGH-FREQUENCY PARAMETERS FROM TEST DATA
    KEYHANI, A
    CHUA, SW
    SEBO, SA
    IEEE TRANSACTIONS ON POWER DELIVERY, 1991, 6 (02) : 858 - 865
  • [40] MAXIMUM-LIKELIHOOD-ESTIMATION OF GENERATOR STABILITY-CONSTANTS USING SSFR TEST DATA
    KEYHANI, A
    HAO, SG
    SCHULZ, RP
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 1991, 6 (01) : 140 - 154