Angular Statistics
暫譯: Angular 統計學

Rao, A. V. Dattatreya, Girija, S. V. S.

Angular Statistics
  • 出版商: CRC
  • 出版日期: 2019-12-09
  • 售價: $6,400
  • 貴賓價: 9.5 折 $6,080
  • 語言: 英文
  • 頁數: 254
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367030004
  • ISBN-13: 9780367030001
  • 相關分類: Angular、機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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.

商品描述(中文翻譯)

方向性數據以圓形/半圓形/軸向、對稱/非對稱、單峰/雙峰數據的形式出現在各種實際情況中。為了對這類數據集進行建模，數據科學家發現現有模型不夠充分。由於缺乏角度模型，為了填補這一空白，本書旨在利用現有技術構建新的角度模型，並開發構建角度模型的新工具，應用於角度模型中的控制圖。

本書計劃在九個章節中涵蓋以下主題：

- 包裹型、立體投影和偏移圓形模型
- 使用日出函數、正定序列、離散化和微分方法構建角度模型
- 即興半圓形/弧形和非對稱 l - 軸向模型
- 作為推論方面的角度模型選擇，以及為角度數據構建控制圖的應用

這本研究生級別的書籍將對數據科學家、研究人員和統計及相關領域的研究生有幫助。

作者簡介

A.V. Dattatreya Rao retired as Professor of Statistics and served at Acharya Nagarjuna University, Guntur from 1980 to 2017. He taught various subjects ranging from Statistical Inference, Multivariate Analysis, Pattern Recognition, Simulation Theory, Computer Programming to mention a few. His areas of interest are Pattern Recognition, Inference from incomplete data and Directional Data analysis. He has guided 10 Ph.D. theses. He published more than 100 research articles in National and International Journals. He delivered several invited talks at various conferences and UGC refresher courses and training programs. He is the life member of Indian society for Probability and Statistics (ISPS), Indian international statistical association (IISA) and Society for development of statistics. He is the fellow of AP Academy of sciences. He is the recipient of Best teacher award from government of Andhra Pradesh in 2011.

Dr. S.V.S. Girija is currently serving as Professor in the Department of Mathematics, Hindu College, Guntur. Her areas of research interest are Directional Data analysis and Numerical Analysis & computing. She has published 60 research papers in National and International Journals. She has guided 5 Ph.D. Scholars and 1 M.Phil. student. She is the life member of Indian society for Probability and Statistics (ISPS), Indian international statistical association (IISA) and AP Mathematical Society. She is the Associate Fellow of AP Academy of sciences. She is the recipient of Best teacher award from government of Andhra Pradesh in 2014.

作者簡介(中文翻譯)

A.V. Dattatreya Rao 於1980年至2017年擔任安查里亞·納嘉爾朱納大學（Acharya Nagarjuna University）統計學教授並退休。他教授的科目包括統計推論（Statistical Inference）、多變量分析（Multivariate Analysis）、模式識別（Pattern Recognition）、模擬理論（Simulation Theory）、計算機程式設計（Computer Programming）等。他的研究興趣包括模式識別、從不完整數據中推斷及方向數據分析（Directional Data analysis）。他指導了10篇博士論文，並在國內外期刊上發表了超過100篇研究文章。他在各種會議及UGC進修課程和培訓計劃中發表了多場受邀演講。他是印度概率與統計學會（Indian society for Probability and Statistics, ISPS）、印度國際統計協會（Indian international statistical association, IISA）及統計發展學會的終身會員。他是安得拉邦科學院（AP Academy of sciences）的院士，並於2011年獲得安得拉邦政府頒發的最佳教師獎。

Dr. S.V.S. Girija 目前擔任亨杜學院（Hindu College）數學系教授。她的研究興趣包括方向數據分析（Directional Data analysis）及數值分析與計算（Numerical Analysis & computing）。她在國內外期刊上發表了60篇研究論文，並指導了5位博士生及1位碩士研究生。她是印度概率與統計學會（Indian society for Probability and Statistics, ISPS）、印度國際統計協會（Indian international statistical association, IISA）及安得拉邦數學學會（AP Mathematical Society）的終身會員。她是安得拉邦科學院（AP Academy of sciences）的副院士，並於2014年獲得安得拉邦政府頒發的最佳教師獎。

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