Developments in Statistics
eBook - PDF

Developments in Statistics

  1. 302 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Developments in Statistics

About this book

Developments in Statistics, Volume 4 reviews developments in the theory and applications of statistics, covering topics such as time series, identifiability and model selection, and missing data. The application of structured exploratory data analysis to human genetics, specifically, the mode of inheritance, is also considered. Comprised of four chapters, this volume begins with an introduction to spectrum parameter estimation in time series analysis, restricting the discussion to the simplest univariate (that is, scalar) real-valued time series X(t). An accurate formulation of the general problem is presented. The accuracy of different consistent estimates obtained for large but fixed values of T (maximum likelihood estimates, Whittle's estimates, and simplified asymptotically efficient estimates) is also compared. The next chapter deals with identifiability and modeling in econometrics, focusing on the theoretical framework relating realization theory, identification, and parametrization. The realization theory is illustrated on various levels of generality by means of examples related to econometrics, along with some advanced applications of system theory. The book also examines inference on parameters of multivariate normal populations when some data are missing before concluding with an evaluation of structured exploratory data as applied to the study of the mode of inheritance. This monograph will be of interest to students and practitioners of statistics.

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Information

Publisher
Academic Press
Year
2014
Print ISBN
9780124266049
eBook ISBN
9781483264226
Topic
Mathematics
Subtopic
Applied Mathematics
Index
Mathematics

Table of contents

  1. Front Cover
  2. Developments in Statistics
  3. Copyright Page
  4. Table of Contents
  5. List of Contributors
  6. Preface
  7. Contents of Other Volumes
  8. CHAPTER 1. Spectrum Parameter Estimation in Time Series Analysis
  9. CHAPTER 2. Identifiability and Modeling in Econometrics
  10. CHAPTER 3. Inference on Parameters of Multivariate Normal Populations When Some Data Is Missing
  11. CHAPTER 4. Structured Exploratory Data Analysis Applied to Mode of Inheritance
  12. Author Index
  13. Subject Index

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Yes, you can access Developments in Statistics by Paruchuri R. Krishnaiah in PDF and/or ePUB format, as well as other popular books in Mathematics & Applied Mathematics. We have over one million books available in our catalogue for you to explore.