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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Nagatsuka, H. |
| Copyright Year | 2008 |
| Description | Author affiliation: Fac. of Syst. Design, Tokyo Metropolitan Univ., Hino (Nagatsuka, H.) |
| Abstract | A least squares procedure for parameter estimation of the three-parameter Weibull distribution based on the doubly type-2 censored samples are proposed. The estimate of the shape parameter can be obtained by minimizing a function of only one parameter and the estimates of the location and scale parameters can be obtained by two closed-formed formulas, by using the proposed method. The proposed method has advantages compared to the conventional estimators: (1) the bias of the estimators can be smaller for small samples, (2) the estimates can be obtained with higher probability, (3) the estimates are much easier to obtain computationally. |
| Starting Page | 158 |
| Ending Page | 165 |
| File Size | 211672 |
| Page Count | 8 |
| File Format | |
| ISBN | 9780769532660 |
| DOI | 10.1109/SSIRI.2008.45 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-07-14 |
| Publisher Place | Japan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Censored data Maximum likelihood estimation Monte Carlo methods Shape Least squares method Estimation Modefied maximum likelihood estimation Weibull distribution Copper Least squares approximation Least squares methods |
| Content Type | Text |
| Resource Type | Article |
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