03070nam 2200613 a 450 991078278080332120230617010535.01-281-89246-7978661189246381-224-2537-2(CKB)1000000000691726(EBL)366583(OCoLC)476201510(SSID)ssj0000673886(PQKBManifestationID)11384491(PQKBTitleCode)TC0000673886(PQKBWorkID)10646684(PQKB)10890925(MiAaPQ)EBC366583(Au-PeEL)EBL366583(CaPaEBR)ebr10323371(CaONFJC)MIL189246(EXLCZ)99100000000069172620091007d2004 uy 0engur|n|---|||||txtccrRobust estimation and hypothesis testing[electronic resource] /Moti L. Tiku, Aysen D. AkkayaNew Delhi New Age International (P) Ltd., Publishers20041 online resource (354 p.)Description based upon print version of record.81-224-1556-3 Includes bibliographical references (p. 308-330) and index.Cover; Preface; Contents; Chapter 1 Robustness of Some Classical Estimators and Tests; Chapter 2 Estimation of Location and Scale Parameters; Chapter 3 Linear Regression with Normal and Non-normal Error Distributions; Chapter 4 Binary Regression with Logistic and Nonlogistic Density Functions; Chapter 5 Autoregressive Models in Normal and Non-Normal Situations; Chapter 6 Analysis of Variance in Experimental Design; Chapter 7 Censored Samples from Normal and Non-Normal Distributions; Chapter 8 Robustness of Estimators and Tests; Chapter 9 Goodness-of-fit and Detection of OutliersChapter 10 Estimation in Sample SurveyChapter 11 Applications; Bibliography; IndexIn statistical theory and practice, a certain distribution is usually assumed and then optimal solutions sought. Since deviations from an assumed distribution are very common, one cannot feel comfortable with assuming a particular distribution and believing it to be exactly correct. That brings the robustness issue in focus. In this book, we have given statistical procedures which are robust to plausible deviations from an assumed mode. The method of modified maximum likelihood estimation is used in formulating these procedures. The modified maximum likelihood estimators are explicit functionsRobust statisticsNonparametric statisticsEstimation theoryRobust statistics.Nonparametric statistics.Estimation theory.519.5/44Tiku Moti Lal102779Akkaya Aysen D1500463MiAaPQMiAaPQMiAaPQBOOK9910782780803321Robust estimation and hypothesis testing3727194UNINA