Robust Estimation Of The Birnbaum Saunders Distribution PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Robust Estimation Of The Birnbaum Saunders Distribution PDF full book. Access full book title Robust Estimation Of The Birnbaum Saunders Distribution.

The Birnbaum-Saunders Distribution

The Birnbaum-Saunders Distribution
Author: Victor Leiva
Publisher: Academic Press
Total Pages: 156
Release: 2015-10-26
Genre: Mathematics
ISBN: 0128038276
GET BOOK

Download The Birnbaum-Saunders Distribution Book in PDF, ePub and Kindle

The Birnbaum-Saunders Distribution presents the statistical theory, methodology, and applications of the Birnbaum-Saunders distribution, a very flexible distribution for modeling different types of data (mainly lifetime data). The book describes the most recent theoretical developments of this model, including properties, transformations and related distributions, lifetime analysis, and shape analysis. It discusses methods of inference based on uncensored and censored data, goodness-of-fit tests, and random number generation algorithms for the Birnbaum-Saunders distribution, also presenting existing and future applications. Introduces inference in the Birnbaum-Saunders distribution Provides a comprehensive review of the statistical theory and methodology of the Birnbaum-Distribution Discusses different applications of the Birnbaum-Saunders distribution Explains characterization and the lifetime analysis

Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications

Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications
Author: Marwa K. Hassan
Publisher: Infinite Study
Total Pages: 16
Release: 2024-01-01
Genre: Mathematics
ISBN:
GET BOOK

Download Birnbaum Saunders distribution for imprecise data: statistical properties, estimation methods, and real life applications Book in PDF, ePub and Kindle

A neutrosophic statistic is a random variable and it has a neutrosophic probability distribution. So, in this paper, we introduce the new neutrosophic Birnbaum–Saunders distribution. Some statistical properties are derived, using Mathematica 13.1.1 and R-Studio Software. Two different estimation methods for parameters estimation are introduced for new distribution: maximum likelihood estimation method and Bayesian estimation method. A Monte-Carlo simulation study is used to investigate the behavior of parameters estimates of new distribution, compare the performance of different estimates, and compare between our distribution and the classical version of Birnbaum-Saunders. Finally, study the validity of our new distribution in real life.

The Gradient Test

The Gradient Test
Author: Artur Lemonte
Publisher: Academic Press
Total Pages: 157
Release: 2016-02-05
Genre: Mathematics
ISBN: 0128036133
GET BOOK

Download The Gradient Test Book in PDF, ePub and Kindle

The Gradient Test: Another Likelihood-Based Test presents the latest on the gradient test, a large-sample test that was introduced in statistics literature by George R. Terrell in 2002. The test has been studied by several authors, is simply computed, and can be an interesting alternative to the classical large-sample tests, namely, the likelihood ratio (LR), Wald (W), and Rao score (S) tests. Due to the large literature about the LR, W and S tests, the gradient test is not frequently used to test hypothesis. The book covers topics on the local power of the gradient test, the Bartlett-corrected gradient statistic, the gradient statistic under model misspecification, and the robust gradient-type bounded-influence test. Covers the background of the gradient statistic and the different models Discusses The Bartlett-corrected gradient statistic Explains the algorithm to compute the gradient-type statistic

Progressive Censoring

Progressive Censoring
Author: N. Balakrishnan
Publisher: Springer Science & Business Media
Total Pages: 255
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461213347
GET BOOK

Download Progressive Censoring Book in PDF, ePub and Kindle

This new book offers a guide to the theory and methods of progressive censoring. In many industrial experiments involving lifetimes of machines or units, experiments have to be terminated early. Progressive Censoring first introduces progressive sampling foundations, and then discusses various properties of progressive samples. The book points out the greater efficiency gained by using this scheme instead of classical right-censoring methods.

Quantile-Based Reliability Analysis

Quantile-Based Reliability Analysis
Author: N. Unnikrishnan Nair
Publisher: Springer Science & Business Media
Total Pages: 411
Release: 2013-08-24
Genre: Mathematics
ISBN: 0817683615
GET BOOK

Download Quantile-Based Reliability Analysis Book in PDF, ePub and Kindle

This book provides a fresh approach to reliability theory, an area that has gained increasing relevance in fields from statistics and engineering to demography and insurance. Its innovative use of quantile functions gives an analysis of lifetime data that is generally simpler, more robust, and more accurate than the traditional methods, and opens the door for further research in a wide variety of fields involving statistical analysis. In addition, the book can be used to good effect in the classroom as a text for advanced undergraduate and graduate courses in Reliability and Statistics.