Theory and Methods of Statistics

Written By P.K. Bhattacharya
Theory and Methods of Statistics
  • Publsiher : Academic Press
  • Release : 23 June 2016
  • ISBN : 0128041234
  • Pages : 544 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Theory and Methods of Statistics written by P.K. Bhattacharya which was release on 23 June 2016, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Theory and Methods of Statistics covers essential topics for advanced graduate students and professional research statisticians. This comprehensive resource covers many important areas in one manageable volume, including core subjects such as probability theory, mathematical statistics, and linear models, and various special topics, including nonparametrics, curve estimation, multivariate analysis, time series, and resampling. The book presents subjects such as "maximum likelihood and sufficiency," and is written with an intuitive, heuristic approach to build reader comprehension. It also includes many probability inequalities that are not only useful in the context of this text, but also as a resource for investigating convergence of statistical procedures. Codifies foundational information in many core areas of statistics into a comprehensive and definitive resource Serves as an excellent text for select master’s and PhD programs, as well as a professional reference Integrates numerous examples to illustrate advanced concepts Includes many probability inequalities useful for investigating convergence of statistical procedures

Theory and Methods of Statistics

Theory and Methods of Statistics
  • Author : P.K. Bhattacharya,Prabir Burman
  • Publisher : Academic Press
  • Release Date : 2016-06-23
  • Total pages : 544
  • ISBN : 0128041234
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Summary : Theory and Methods of Statistics covers essential topics for advanced graduate students and professional research statisticians. This comprehensive resource covers many important areas in one manageable volume, including core subjects such as probability theory, mathematical statistics, and linear models, and various special topics, including nonparametrics, curve estimation, multivariate analysis, time ...

Statistics

Statistics
  • Author : Donald A. Berry,Bernard William Lindgren
  • Publisher : Duxbury Resource Center
  • Release Date : 1996
  • Total pages : 702
  • ISBN : 0128041234
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Summary : 1. Probability 2. Discrete Random Variables 3. Averages 4. Bernoulli and Related Variables 5. Continuous Random Variables 6. Families of Continuous Distributions 7. Organizing and Describing Data 8. Samples, Statistics, and Sampling Distributions 9. Estimation 10. Significance Testing 11. Tests as Decision Rules 12. Comparing Two Populations 13. Goodness of Fit 14. Analysis of Variance 15. Regression...

Bayes Linear Statistics

Bayes Linear Statistics
  • Author : Michael Goldstein,David Wooff
  • Publisher : John Wiley & Sons
  • Release Date : 2007-04-30
  • Total pages : 536
  • ISBN : 0128041234
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Summary : Bayesian methods combine information available from data with any prior information available from expert knowledge. The Bayes linear approach follows this path, offering a quantitative structure for expressing beliefs, and systematic methods for adjusting these beliefs, given observational data. The methodology differs from the full Bayesian methodology in that it ...

Robust Statistics

Robust Statistics
  • Author : Ricardo A. Maronna,Douglas R. Martin,Victor J. Yohai
  • Publisher : Wiley
  • Release Date : 2006-05-12
  • Total pages : 436
  • ISBN : 0128041234
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Summary : Classical statistical techniques fail to cope well with deviations from a standard distribution. Robust statistical methods take into account these deviations while estimating the parameters of parametric models, thus increasing the accuracy of the inference. Research into robust methods is flourishing, with new methods being developed and different applications considered. ...

Statistical Hypothesis Testing

Statistical Hypothesis Testing
  • Author : Ning-Zhong Shi,Jian Tao
  • Publisher : World Scientific
  • Release Date : 2008
  • Total pages : 307
  • ISBN : 0128041234
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Summary : This book presents up-to-date theory and methods of statistical hypothesis testing based on measure theory. The so-called statistical space is a measurable space adding a family of probability measures. Most topics in the book will be developed based on this term. The book includes some typical data sets, such as ...

Criminology And Criminal Justice

Criminology And Criminal Justice
  • Author : Maddan,Walker
  • Publisher : Jones & Bartlett Publishers
  • Release Date : 2010-10-22
  • Total pages : 120
  • ISBN : 0128041234
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Summary : It is commonly recognized that the basis of science stems from the intersection of theory, research methods, and statistics. Criminology and Criminal Justice: Theory, Research Methods, and Statistics is designed to help readers understand the integrated relationship between these critical topics in the field of Criminal Justice. Each chapter pertains ...

Nonparametric Statistics Theory And Methods

Nonparametric Statistics  Theory And Methods
  • Author : Jayant V Deshpande,Uttara Naik-nimbalkar,Isha Dewan
  • Publisher : World Scientific
  • Release Date : 2017-10-17
  • Total pages : 280
  • ISBN : 0128041234
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Summary : The number of books on Nonparametric Methodology is quite small as compared to, say, on Design of Experiments, Regression Analysis, Multivariate Analysis, etc. Because of being perceived as less effective, nonparametric methods are still the second choice. Actually, it has been demonstrated time and again that they are useful. We ...

Essential Statistical Inference

Essential Statistical Inference
  • Author : Dennis D. Boos,L A Stefanski
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-02-06
  • Total pages : 568
  • ISBN : 0128041234
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Summary : ​This book is for students and researchers who have had a first year graduate level mathematical statistics course. It covers classical likelihood, Bayesian, and permutation inference; an introduction to basic asymptotic distribution theory; and modern topics like M-estimation, the jackknife, and the bootstrap. R code is woven throughout the text, ...

Statistics

Statistics
  • Author : M. Afzal Beg,Mirza Miraj Din
  • Publisher : Unknown
  • Release Date : 1983
  • Total pages : 212
  • ISBN : 0128041234
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Summary : Download or read online Statistics written by M. Afzal Beg,Mirza Miraj Din, published by which was released on 1983. Get Statistics Books now! Available in PDF, ePub and Kindle....

Learning from Data

Learning from Data
  • Author : Vladimir Cherkassky,Filip M. Mulier
  • Publisher : John Wiley & Sons
  • Release Date : 2007-09-10
  • Total pages : 560
  • ISBN : 0128041234
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Summary : An interdisciplinary framework for learning methodologies—covering statistics, neural networks, and fuzzy logic, this book provides a unified treatment of the principles and methods for learning dependencies from data. It establishes a general conceptual framework in which various learning methods from statistics, neural networks, and fuzzy logic can be applied—...

Mathematical Methods of Statistics

Mathematical Methods of Statistics
  • Author : Harald Cramér
  • Publisher : Princeton University Press
  • Release Date : 1999-04-12
  • Total pages : 575
  • ISBN : 0128041234
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Summary : In this classic of statistical mathematical theory, Harald Cramér joins the two major lines of development in the field: while British and American statisticians were developing the science of statistical inference, French and Russian probabilitists transformed the classical calculus of probability into a rigorous and pure mathematical theory. The ...

Sampling Theory and Methods

Sampling Theory and Methods
  • Author : S. Sampath
  • Publisher : CRC Press
  • Release Date : 2001
  • Total pages : 184
  • ISBN : 0128041234
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Summary : "The book presents in detail several sampling schemes like simple random sampling, unequal probability sampling methods, systematic, stratified, cluster and multistage sampling. In addition to sampling schemes several estimating methods which include ratio and regression estimators are also discussed. The use of superpopulation models is also covered in detail. Some ...

Statistical Methods for Organizational Research

Statistical Methods for Organizational Research
  • Author : Chris Dewberry
  • Publisher : Psychology Press
  • Release Date : 2004
  • Total pages : 340
  • ISBN : 0128041234
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Summary : 'Statistical Methods for Organizational Research' provides a theoretical and practical introduction to the subject for students, researchers and practitioners involved in quantitative research....

Time Series Theory and Methods

Time Series  Theory and Methods
  • Author : Peter J. Brockwell,Richard A. Davis
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-05-13
  • Total pages : 580
  • ISBN : 0128041234
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Summary : This edition contains a large number of additions and corrections scattered throughout the text, including the incorporation of a new chapter on state-space models. The companion diskette for the IBM PC has expanded into the software package ITSM: An Interactive Time Series Modelling Package for the PC, which includes a ...

Algebraic Methods in Statistical Mechanics and Quantum Field Theory

Algebraic Methods in Statistical Mechanics and Quantum Field Theory
  • Author : Gérard G. Emch
  • Publisher : John Wiley & Sons
  • Release Date : 1972
  • Total pages : 333
  • ISBN : 0128041234
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Summary : Download or read online Algebraic Methods in Statistical Mechanics and Quantum Field Theory written by Gérard G. Emch, published by John Wiley & Sons which was released on 1972. Get Algebraic Methods in Statistical Mechanics and Quantum Field Theory Books now! Available in PDF, ePub and Kindle....