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Topics In Circular Statistics

Topics In Circular Statistics
Author: S. Rao Jammalamadaka
Publisher: World Scientific
ISBN: 9789812779267
Size: 41.57 MB
Format: PDF, ePub, Mobi
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This research monograph on circular data analysis covers some recent advances in the field, besides providing a brief introduction to, and a review of, existing methods and models. The primary focus is on recent research into topics such as change-point problems, predictive distributions, circular correlation and regression, etc. An important feature of this work is the S-plus subroutines provided for analyzing actual data sets. Coupled with the discussion of new theoretical research, the book should benefit both the researcher and the practitioner. Contents: Circular Probability Distributions; Some Sampling Distributions; Estimation of Parameters; Tests for Mean Direction and Concentration; Tests for Uniformity; Nonparametric Testing Procedures; Circular Correlation and Regression; Predictive Inference for Directional Data; Outliers and Related Problems; Change-Point Problems; Miscellaneous Topics; Some Facts on Bessel Functions; How to Use the CircStats Package. Readership: Researchers and practitioners dealing with circular data.
Topics in Circular Statistics
Language: en
Pages: 336
Authors: S. Rao Jammalamadaka, Ashis Sengupta
Categories: Mathematics
Type: BOOK - Published: 2001 - Publisher: World Scientific
This research monograph on circular data analysis covers some recent advances in the field, besides providing a brief introduction to, and a review of, existing methods and models. The primary focus is on recent research into topics such as change-point problems, predictive distributions, circular correlation and regression, etc. An important feature of this work is the S-plus subroutines provided for analyzing actual data sets. Coupled with the discussion of new theoretical research, the book should benefit both the researcher and the practitioner. Contents: Circular Probability Distributions; Some Sampling Distributions; Estimation of Parameters; Tests for Mean Direction and Concentration; Tests for Uniformity; Nonparametric Testing Procedures; Circular Correlation and Regression; Predictive Inference for Directional Data; Outliers and Related Problems; Change-Point Problems; Miscellaneous Topics; Some Facts on Bessel Functions; How to Use the CircStats Package. Readership: Researchers and practitioners dealing with circular data.
Topics in Circular Statistics
Language: en
Pages: 336
Authors: S Rao Jammalamadaka, Ashis SenGupta
Categories: Mathematics
Type: BOOK - Published: 2001-04-30 - Publisher: World Scientific
This research monograph on circular data analysis covers some recent advances in the field, besides providing a brief introduction to, and a review of, existing methods and models. The primary focus is on recent research into topics such as change-point problems, predictive distributions, circular correlation and regression, etc. An important feature of this work is the S-plus subroutines provided for analyzing actual data sets. Coupled with the discussion of new theoretical research, the book should benefit both the researcher and the practitioner. Contents:Circular Probability DistributionsSome Sampling DistributionsEstimation of ParametersTests for Mean Direction and ConcentrationTests for UniformityNonparametric Testing ProceduresCircular Correlation and RegressionPredictive Inference for Directional DataOutliers and Related ProblemsChange-Point ProblemsMiscellaneous TopicsSome Facts on Bessel FunctionsHow to Use the CircStats Package Readership: Researchers and practitioners dealing with circular data. Keywords:Directional Statistics;Circular Data;CircStat Programs;Von Mises Density;Circular Normal Distribution;Wrapped Stable Family;Spacings Tests;Circular Correlation and Regression;Two-Dimensional Directions;Circadian Rhythms;Cosinor Analysis;Tests of Isotropy or Uniformity
Topics in Circular Statistics
Language: en
Pages:
Authors: S. Rao Jammalamadaka, Ambar Sengupta
Categories: Circular data
Type: BOOK - Published: 2001 - Publisher:
Books about Topics in Circular Statistics
Topics in Circular Statistics
Language: en
Pages:
Authors: S. Rao Jammaladak
Categories: Circular data
Type: BOOK - Published: 1999 - Publisher:
Annotation. This research monograph on circular data analysis covers some recent advances in the field, besides providing a brief introduction to, and a review of, existing methods and models. The primary focus is on recent research into topics such as change-point problems, predictive distributions, circular correlation and regression, etc. An important feature of this work is the S-plus subroutines provided for analyzing actual data sets. Coupled with the discussion of new theoretical research, the book should benefit both the researcher and the practitioner.
Circular Statistics in R
Language: en
Pages: 183
Authors: Arthur Pewsey, Markus Neuhäuser, Graeme D Ruxton
Categories: Mathematics
Type: BOOK - Published: 2013-09-26 - Publisher: Oxford University Press
Measurements like mass, length and speed are "linear"; but compass direction or the time of the year are "circular". Circular data have a repeating nature and an arbitrary zero: 12 months after the 1st of July it is the 1st of July again. This book explains how to easily and effectively analyse circular data statistically.
Advances in Directional and Linear Statistics
Language: en
Pages: 321
Authors: Martin T. Wells, Ashis SenGupta
Categories: Mathematics
Type: BOOK - Published: 2010-11-04 - Publisher: Springer Science & Business Media
The present volume consists of papers written by students, colleagues and collaborators of Sreenivasa Rao Jammalamadaka from various countries, and covers a variety of research topics which he enjoys and contributed immensely to.
Statistics and its Applications
Language: en
Pages: 180
Authors: Asis Kumar Chattopadhyay, Gaurangadeb Chattopadhyay
Categories: Mathematics
Type: BOOK - Published: 2018-08-16 - Publisher: Springer
This book discusses recent developments and the latest research in statistics and its applications, primarily in agriculture and industry, survey sampling and biostatistics, gathering articles on a wide variety of topics. Written by leading academics, scientists, researchers and scholars from around the globe to mark the platinum jubilee of the Department of Statistics, University of Calcutta in 2016, the book is a valuable resource for statisticians, aspiring researchers and professionals across educational levels and disciplines.
Handbook of Research Methods and Applications in Spatially Integrated Social Science
Language: en
Pages: 688
Authors: Robert Stimson
Categories: Social Science
Type: BOOK - Published: 2014-07-31 - Publisher: Edward Elgar Publishing
The chapters in this book provide coverage of the theoretical underpinnings and methodologies that typify research using a Spatially Integrated Social Science (SISS) approach. This insightful Handbook is intended chiefly as a primer for students and bu
Angular Statistics
Language: en
Pages: 232
Authors: A V Dattatreya Rao, S V S Girija
Categories: Mathematics
Type: BOOK - Published: 2019-12-20 - Publisher: CRC Press
Directional data arise in the form of circular / semicircular / axial, symmetric / asymmetric, uni / bimodal data, in practical situations of varied fields. For the purpose of modeling such kind of data sets, the data scientists found that existing models as inadequate. As there is paucity of angular models, and to fill the gap, this book is designed at constructing new angular models with the existing techniques and to develop new tools of constructing angular models with an application to control charts in angular models. This book is planned to cover the following topics in nine chapters Wrapped, stereographic and offset circular models Construction of angular models using Rising Sun function, positive definite sequences, discretization and through differential approach Extemporaneous Semicircular / arc and asymmetric l – axial models Choice of angular models as an inferential aspect and construction of control charts for angular data as an application are presented. This graduate level book will be useful for data scientists, researchers and research students of Statistics and allied fields.
Advances in Analytics and Applications
Language: en
Pages: 297
Authors: Arnab Kumar Laha
Categories: Business & Economics
Type: BOOK - Published: 2018-09-07 - Publisher: Springer
This book includes selected papers submitted to the ICADABAI-2017 conference, offering an overview of the new methodologies and presenting innovative applications that are of interest to both academicians and practitioners working in the area of analytics. It discusses predictive analytics applications, machine learning applications, human resource analytics, operations analytics, analytics in finance, methodology and econometric applications. The papers in the predictive analytics applications section discuss web analytics, email marketing, customer churn prediction, retail analytics and sports analytics. The section on machine learning applications then examines healthcare analytics, insurance analytics and machine analytics using different innovative machine learning techniques. Human resource analytics addresses important issues relating to talent acquisition and employability using analytics, while a paper in the section on operations analytics describe an innovative application in oil and gas industry. The papers in the analytics in finance part discuss the use of analytical tools in banking and commodity markets, and lastly the econometric applications part presents interesting banking and insurance applications.