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Author : Frederick R. Forst
Publisher :
ISBN 13 :
Total Pages : 204 pages
Book Rating : 4.:/5 (683 download)
Download or read book On Robust Estimation of the Location Parameter written by Frederick R. Forst and published by . This book was released on 1980 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : David W. Payne
Publisher :
ISBN 13 :
Total Pages : 164 pages
Book Rating : 4.:/5 (699 download)
Download or read book Robust Estimation of a Location Parameter written by David W. Payne and published by . This book was released on 1980 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Samuel Kotz
Publisher : Springer Science & Business Media
ISBN 13 : 1461206677
Total Pages : 576 pages
Book Rating : 4.4/5 (612 download)
Download or read book Breakthroughs in Statistics written by Samuel Kotz and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume III includes more selections of articles that have initiated fundamental changes in statistical methodology. It contains articles published before 1980 that were overlooked in the previous two volumes plus articles from the 1980's - all of them chosen after consulting many of today's leading statisticians.
Author : Ven-Shion Shu
Publisher :
ISBN 13 :
Total Pages : 372 pages
Book Rating : 4.:/5 (432 download)
Download or read book Robust Estimation of a Location Parameter in the Presence of Outliers written by Ven-Shion Shu and published by . This book was released on 1978 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : John Richard Collins
Publisher :
ISBN 13 :
Total Pages : 238 pages
Book Rating : 4.:/5 (34 download)
Download or read book Robust Estimation of a Location Parameter in the Presence of Asymmetry written by John Richard Collins and published by . This book was released on 1973 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Linda M. Allen (CAPT, USAF.)
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (132 download)
Download or read book Robust Estimation of the Location Parameter of Life Distributions written by Linda M. Allen (CAPT, USAF.) and published by . This book was released on 1985 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : A. K. Md. Ehsanes Saleh
Publisher :
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4.:/5 (637 download)
Download or read book Robust Estimation of Location Parameter (nonparametrics) written by A. K. Md. Ehsanes Saleh and published by . This book was released on 1978 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Rand R. Wilcox
Publisher : Academic Press
ISBN 13 : 0123869838
Total Pages : 713 pages
Book Rating : 4.1/5 (238 download)
Download or read book Introduction to Robust Estimation and Hypothesis Testing written by Rand R. Wilcox and published by Academic Press. This book was released on 2012-01-12 with total page 713 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on the practical aspects of modern and robust statistical methods. The increased accuracy and power of modern methods, versus conventional approaches to the analysis of variance (ANOVA) and regression, is remarkable. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems with standard methods that seemed insurmountable only a few years ago"--
Author : John Caso (CAPT, USAF.)
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (132 download)
Download or read book Robust Estimation Techniques for Location Parameter Estimation of Symmetric Distributions written by John Caso (CAPT, USAF.) and published by . This book was released on 1972 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 107 pages
Book Rating : 4.:/5 (227 download)
Download or read book Robust Estimation Techniques for Location Parameter Estimation of Symmetric Distributions written by and published by . This book was released on 1972 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Several robust estimators are considered for analysis and explanation. Monte Carlo techniques are used to investigate the efficiency of these robust estimators relative to the best estimator for the distribution under consideration. Sample sizes of 12 and 24 were drawn 4200 times from five symmetric probability distributions. The results show that over a class of distributions the robust estimators provide a higher guaranteed efficiency than the best estimator for any particular distribution in the family. Some interesting results are apparent from an analysis of the graphs in Appendix C indicating some upper bounds on the size of the Monte Carlo sample when conducting this type of study.
Author : Loren W. Jorgenson (CAPT, USAF.)
Publisher :
ISBN 13 :
Total Pages : 178 pages
Book Rating : 4.:/5 (132 download)
Download or read book Robust Estimation of Location and Scale Parameters written by Loren W. Jorgenson (CAPT, USAF.) and published by . This book was released on 1973 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Loren W. Jorgenson
Publisher :
ISBN 13 :
Total Pages : 178 pages
Book Rating : 4.:/5 (227 download)
Download or read book Robust Estimation of Location and Scale Parameters written by Loren W. Jorgenson and published by . This book was released on 1973 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Monte Carlo analysis was performed to determine the efficiency of the Harter robust estimators of the scale and location parameters of double exponential, normal, and uniform distributions relative to the maximum-likelihood estimators. Two modifications were made to the Harter estimators which increased the relative efficiency except when the underlying population was uniformly distributed. The modified estimators were then designated the Moore estimators and the Jorgenson estimators. Tables were prepared comparing the relative efficiencies of the Harter, Jorgenson, Moore, Hogg, Hodges-Lehmann, and the Switzer robust estimators of the location parameter for the double exponential, the normal, and the uniform distributions for samples of size 12 and 24. Two types of figure of merit were defined for a robust estimator. The choice of the best robust estimator is a function of sample size and the criteria used. (Author).
Author : A. K. Md. Ehsanes Saleh
Publisher :
ISBN 13 :
Total Pages : 158 pages
Book Rating : 4.3/5 (91 download)
Download or read book A Collection of Three Papers on the Robust Estimation of Location Parameter (nonparametrics). written by A. K. Md. Ehsanes Saleh and published by . This book was released on 1978 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert G. Staudte
Publisher : John Wiley & Sons
ISBN 13 : 1118165497
Total Pages : 382 pages
Book Rating : 4.1/5 (181 download)
Download or read book Robust Estimation and Testing written by Robert G. Staudte and published by John Wiley & Sons. This book was released on 2011-09-15 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and methods of robust statistics, providing students with practical methods for carrying out robust procedures in a variety of statistical contexts and explaining the advantages of these procedures. In addition, the text develops techniques and concepts likely to be useful in the future analysis of new statistical models and procedures. Emphasizing the concepts of breakdown point and influence functon of an estimator, it demonstrates the technique of expressing an estimator as a descriptive measure from which its influence function can be derived and then used to explore the efficiency and robustness properties of the estimator. Mathematical techniques are complemented by computational algorithms and Minitab macros for finding bootstrap and influence function estimates of standard errors of the estimators, robust confidence intervals, robust regression estimates and their standard errors. Includes examples and problems.
Author : Jörg Pawlitschko
Publisher :
ISBN 13 :
Total Pages : 16 pages
Book Rating : 4.:/5 (248 download)
Download or read book Robust Estimation of the Location Parameter from a Two-parameter Exponential Distribution written by Jörg Pawlitschko and published by . This book was released on 2001 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : A. K. Md Ehsanes Saleh
Publisher :
ISBN 13 :
Total Pages : 138 pages
Book Rating : 4.:/5 (256 download)
Download or read book A Collection of Three Papers on the Robust Estimation of Location Parameter (nonparametrics) written by A. K. Md Ehsanes Saleh and published by . This book was released on 1978 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Linda M. Allen
Publisher :
ISBN 13 :
Total Pages : 59 pages
Book Rating : 4.:/5 (227 download)
Download or read book Robust Estimation of the Location Parameter of Life Distributions written by Linda M. Allen and published by . This book was released on 1985 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis determined that for time to failure distributions that are moderate deviations from the negative exponential distribution, a robust estimate of the minimum life could be arrived at by assuming the underlying distribution was exponential and using the minimum variance, unbiased, maximum likelihood estimator. It was found that estimators using the minimum distance statistics of Kolmogorov, Cramer-von Mises, and Anderson-Darling did not perform well with the asymmetric distributions explored in this thesis. However, they may still prove useful for life distributions with larger shape parameters. The analysis was accomplished by using Monte Carlo techniques to generate random samples of time to failure data from specific distributions, and using this empirical data to estimate the actual minimum life of the distribution. Five estimators were explored: the minimum variance, unbiased, maximum likelihood estimator of the two-parameter negative exponential distribution; the first ordered statistic; and the three minimum distance methods. The performance of these estimators was evaluated by comparing their mean square errors with the mean square error of the chosen best estimator.
