01266aam 2200373I 450 991071021720332120160318082756.0GOVPUB-C13-e48c9cbf91c80a94d6429825cd0ab2d2(CKB)5470000002477118(OCoLC)945070641(EXLCZ)99547000000247711820160318d1982 ua 0engrdacontentrdamediardacarrierA guide for the construction and operation of drill-up /Kenneth W. YeeGaithersburg, MD :U.S. Dept. of Commerce, National Institute of Standards and Technology,1982.1 online resourceNBSIR ;82-25901982.Contributed record: Metadata reviewed, not verified. Some fields updated by batch processes.Title from PDF title page.Includes bibliographical references.Yee Kenneth W1391441Yee Kenneth W1391441United States.National Bureau of Standards.NBSNBSGPOBOOK9910710217203321A guide for the construction and operation of drill-up3445240UNINA04895nam 2200685 450 991081203680332120231212112436.01-119-26449-91-119-26453-71-119-26450-2(CKB)4330000000009785(EBL)4631561(PQKBManifestationID)16430712(PQKBWorkID)14980895(PQKB)21849062(MiAaPQ)EBC4631561(DLC) 2016020693(Au-PeEL)EBL4631561(CaPaEBR)ebr11246382(CaONFJC)MIL949136(OCoLC)956649483(PPN)242894151(EXLCZ)99433000000000978520160825h20162016 uy 0engur|n|---|||||txtccrRobust correlation theory and applications /Georgy L. Shevlyakov, Hannu OjaChichester, England :Wiley,2016.©20161 online resource (353 p.)Wiley Series in Probability and StatisticsTHEi Wiley ebooksDescription based upon print version of record.1-118-49345-1 Includes bibliographical references at the end of each chapters and index.Cover; Title Page; Copyright; Dedication; Contents; Preface; Acknowledgements; About the Companion Website; Chapter 1 Introduction; 1.1 Historical Remarks; 1.2 Ontological Remarks; 1.2.1 Forms of data representation; 1.2.2 Types of data statistics; 1.2.3 Principal aims of statistical data analysis; 1.2.4 Prior information about data distributions and related approaches to statistical data analysis; References; Chapter 2 Classical Measures of Correlation; 2.1 Preliminaries; 2.2 Pearson's Correlation Coefficient: Definitions and Interpretations; 2.2.1 Introductory remarks2.2.2 Correlation via regression2.2.3 Correlation via the coefficient of determination; 2.2.4 Correlation via the variances of the principal components; 2.2.5 Correlation via the cosine of the angle between the variable vectors; 2.2.6 Correlation via the ratio of two means; 2.2.7 Pearson's correlation coefficient between random events; 2.3 Nonparametric Measures of Correlation; 2.3.1 Introductory remarks; 2.3.2 The quadrant correlation coefficient; 2.3.3 The Spearman rank correlation coefficient; 2.3.4 The Kendall -rank correlation coefficient; 2.3.5 Concluding remark2.4 Informational Measures of Correlation2.5 Summary; References; Chapter 3 Robust Estimation of Location; 3.1 Preliminaries; 3.2 Huber's Minimax Approach; 3.2.1 Introductory remarks; 3.2.2 Minimax variance M-estimates of location; 3.2.3 Minimax bias M-estimates of location; 3.2.4 L-estimates of location; 3.2.5 R-estimates of location; 3.2.6 The relations between M-, L- and R-estimates of location; 3.2.7 Concluding remarks; 3.3 Hampel's Approach Based on Influence Functions; 3.3.1 Introductory remarks; 3.3.2 Sensitivity curve; 3.3.3 Influence function and its properties3.3.4 Local measures of robustness3.3.5 B- and V-robustness; 3.3.6 Global measure of robustness: the breakdown point; 3.3.7 Redescending M-estimates; 3.3.8 Concluding remark; 3.4 Robust Estimation of Location: A Sequel; 3.4.1 Introductory remarks; 3.4.2 Huber's minimax variance approach in distribution density models of a non-neighborhood nature; 3.4.3 Robust estimation of location in distribution models with a bounded variance; 3.4.4 On the robustness of robust solutions: stability of least informative distributions; 3.4.5 Concluding remark; 3.5 Stable Estimation; 3.5.1 Introductory remarks3.5.2 Variance sensitivity3.5.3 Estimation stability; 3.5.4 Robustness of stable estimates; 3.5.5 Maximin stable redescending M-estimates; 3.5.6 Concluding remarks; 3.6 Robustness Versus Gaussianity; 3.6.1 Introductory remarks; 3.6.2 Derivations of the Gaussian distribution; 3.6.3 Properties of the Gaussian distribution; 3.6.4 Huber's minimax approach and Gaussianity; 3.6.5 Concluding remarks; 3.7 Summary; References; Chapter 4 Robust Estimation of Scale; 4.1 Preliminaries; 4.1.1 Introductory remarks; 4.1.2 Estimation of scale in data analysis; 4.1.3 Measures of scale defined by functionals4.2 M- and L-Estimates of ScaleWiley series in probability and statistics.THEi Wiley ebooks.Correlation (Statistics)Mathematical statisticsCorrelation (Statistics)Mathematical statistics.519.5/37Shevlyakov Georgy L.1668262Oja HannuMiAaPQMiAaPQMiAaPQBOOK9910812036803321Robust correlation4028768UNINA