Statistics By Algebraic And Graphic Methods

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Algebraic Statistics

Author : Seth Sullivant
Publisher : American Mathematical Soc.
ISBN 13 : 1470435179
Total Pages : 506 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Algebraic Statistics by : Seth Sullivant

Download or read book Algebraic Statistics written by Seth Sullivant and published by American Mathematical Soc.. This book was released on 2018-11-19 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and its applications. The starting point for this connection is the observation that many statistical models are semialgebraic sets. The algebra/statistics connection is now over twenty years old, and this book presents the first broad introductory treatment of the subject. Along with background material in probability, algebra, and statistics, this book covers a range of topics in algebraic statistics including algebraic exponential families, likelihood inference, Fisher's exact test, bounds on entries of contingency tables, design of experiments, identifiability of hidden variable models, phylogenetic models, and model selection. With numerous examples, references, and over 150 exercises, this book is suitable for both classroom use and independent study.

Algebraic and Geometric Methods in Statistics

Author : Paolo Gibilisco
Publisher : Cambridge University Press
ISBN 13 : 0521896193
Total Pages : 447 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Algebraic and Geometric Methods in Statistics by : Paolo Gibilisco

Download or read book Algebraic and Geometric Methods in Statistics written by Paolo Gibilisco and published by Cambridge University Press. This book was released on 2010 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up-to-date account of algebraic statistics and information geometry, which also explores the emerging connections between these two disciplines.

Algebraic Statistics for Computational Biology

Author : L. Pachter
Publisher : Cambridge University Press
ISBN 13 : 9780521857000
Total Pages : 440 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Algebraic Statistics for Computational Biology by : L. Pachter

Download or read book Algebraic Statistics for Computational Biology written by L. Pachter and published by Cambridge University Press. This book was released on 2005-08-22 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, first published in 2005, offers an introduction to the application of algebraic statistics to computational biology.

Algebraic Methods in Statistics and Probability II

Author : Marlos A. G. Viana
Publisher : American Mathematical Soc.
ISBN 13 : 0821848917
Total Pages : 358 pages
Book Rating : 4.8/5 (218 download)

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Book Synopsis Algebraic Methods in Statistics and Probability II by : Marlos A. G. Viana

Download or read book Algebraic Methods in Statistics and Probability II written by Marlos A. G. Viana and published by American Mathematical Soc.. This book was released on 2010 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: A decade after the publication of Contemporary Mathematics Vol. 287, the present volume demonstrates the consolidation of important areas, such as algebraic statistics, computational commutative algebra, and deeper aspects of graphical models. --

Algebraic and Discrete Mathematical Methods for Modern Biology

Author : Raina Robeva
Publisher : Academic Press
ISBN 13 : 0128012714
Total Pages : 383 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Algebraic and Discrete Mathematical Methods for Modern Biology by : Raina Robeva

Download or read book Algebraic and Discrete Mathematical Methods for Modern Biology written by Raina Robeva and published by Academic Press. This book was released on 2015-05-09 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by experts in both mathematics and biology, Algebraic and Discrete Mathematical Methods for Modern Biology offers a bridge between math and biology, providing a framework for simulating, analyzing, predicting, and modulating the behavior of complex biological systems. Each chapter begins with a question from modern biology, followed by the description of certain mathematical methods and theory appropriate in the search of answers. Every topic provides a fast-track pathway through the problem by presenting the biological foundation, covering the relevant mathematical theory, and highlighting connections between them. Many of the projects and exercises embedded in each chapter utilize specialized software, providing students with much-needed familiarity and experience with computing applications, critical components of the "modern biology" skill set. This book is appropriate for mathematics courses such as finite mathematics, discrete structures, linear algebra, abstract/modern algebra, graph theory, probability, bioinformatics, statistics, biostatistics, and modeling, as well as for biology courses such as genetics, cell and molecular biology, biochemistry, ecology, and evolution. - Examines significant questions in modern biology and their mathematical treatments - Presents important mathematical concepts and tools in the context of essential biology - Features material of interest to students in both mathematics and biology - Presents chapters in modular format so coverage need not follow the Table of Contents - Introduces projects appropriate for undergraduate research - Utilizes freely accessible software for visualization, simulation, and analysis in modern biology - Requires no calculus as a prerequisite - Provides a complete Solutions Manual - Features a companion website with supplementary resources

Graph Algorithms in the Language of Linear Algebra

Author : Jeremy Kepner
Publisher : SIAM
ISBN 13 : 9780898719918
Total Pages : 388 pages
Book Rating : 4.7/5 (199 download)

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Book Synopsis Graph Algorithms in the Language of Linear Algebra by : Jeremy Kepner

Download or read book Graph Algorithms in the Language of Linear Algebra written by Jeremy Kepner and published by SIAM. This book was released on 2011-01-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: The current exponential growth in graph data has forced a shift to parallel computing for executing graph algorithms. Implementing parallel graph algorithms and achieving good parallel performance have proven difficult. This book addresses these challenges by exploiting the well-known duality between a canonical representation of graphs as abstract collections of vertices and edges and a sparse adjacency matrix representation. This linear algebraic approach is widely accessible to scientists and engineers who may not be formally trained in computer science. The authors show how to leverage existing parallel matrix computation techniques and the large amount of software infrastructure that exists for these computations to implement efficient and scalable parallel graph algorithms. The benefits of this approach are reduced algorithmic complexity, ease of implementation, and improved performance.

Algebraic and Geometric Methods in Discrete Mathematics

Author : Heather A. Harrington
Publisher : American Mathematical Soc.
ISBN 13 : 1470423219
Total Pages : 290 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Algebraic and Geometric Methods in Discrete Mathematics by : Heather A. Harrington

Download or read book Algebraic and Geometric Methods in Discrete Mathematics written by Heather A. Harrington and published by American Mathematical Soc.. This book was released on 2017-03-16 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the AMS Special Session on Algebraic and Geometric Methods in Applied Discrete Mathematics, held on January 11, 2015, in San Antonio, Texas. The papers present connections between techniques from “pure” mathematics and various applications amenable to the analysis of discrete models, encompassing applications of combinatorics, topology, algebra, geometry, optimization, and representation theory. Papers not only present novel results, but also survey the current state of knowledge of important topics in applied discrete mathematics. Particular highlights include: a new computational framework, based on geometric combinatorics, for structure prediction from RNA sequences; a new method for approximating the optimal solution of a sum of squares problem; a survey of recent Helly-type geometric theorems; applications of representation theory to voting theory and game theory; a study of fixed points of tensors; and exponential random graph models from the perspective of algebraic statistics with applications to networks. This volume was written for those trained in areas such as algebra, topology, geometry, and combinatorics who are interested in tackling problems in fields such as biology, the social sciences, data analysis, and optimization. It may be useful not only for experts, but also for students who wish to gain an applied or interdisciplinary perspective.

Statistics by Dr. B. N. Gupta (SBPD Publications)

Author : Dr. B. N. Gupta
Publisher : SBPD Publications
ISBN 13 :
Total Pages : 948 pages
Book Rating : 4./5 ( download)

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Book Synopsis Statistics by Dr. B. N. Gupta (SBPD Publications) by : Dr. B. N. Gupta

Download or read book Statistics by Dr. B. N. Gupta (SBPD Publications) written by Dr. B. N. Gupta and published by SBPD Publications. This book was released on 2021-07-08 with total page 948 pages. Available in PDF, EPUB and Kindle. Book excerpt: An excellent book for commerce students appearing in competitive, professional and other examinations. 1. Statistics : Meaning, Nature and Limitations, 2. Statistics : Scope and Importance, 3. Statistical Investigation, 4. Types and Collection of Data, 5. Questionnaire and Schedule, 6. Sample Survey, 7. Editing of Collected Data, 8. Classification and Tabulation of Data, 9. Diagrammatic Presentation of Data, 10. Graphic Presentation of Data, 11. Construction of Frequency Distribution, 12. Measures of Central Tendency, 13. Geometric Mean and Harmonic Mean, 14. Partition Values, 15. Measures of Dispersion, 16. Measures of Skewness, 17. Moments, 18. Measures of Kurtosis, 19. Correlation, 20. Index Number, 21. Analysis of Time Series, 22. Interpolations and Extrapolation, 23 . Regression Analysis, 24. Probability Theory, 25. Probability Distributions or Theoretical Frequency Distributions, 26. Association of Attributes, 27 . Sampling Theory and Tests of Significance, 28. Chi-Square Test and Goodness of Fit, 29. Analysis of Variance, 30 . Statistical Quality-Control (SQC).

Comprehensive Statistical Methods

Author : PN Arora
Publisher : S. Chand Publishing
ISBN 13 : 8121927765
Total Pages : 45 pages
Book Rating : 4.1/5 (219 download)

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Book Synopsis Comprehensive Statistical Methods by : PN Arora

Download or read book Comprehensive Statistical Methods written by PN Arora and published by S. Chand Publishing. This book was released on 2007 with total page 45 pages. Available in PDF, EPUB and Kindle. Book excerpt: For M.Com., MBA, MFC, MBE, M.A(Eco.),MCA, B.Com(H), B.Com(P),B.A.(H)Eco,BBA,BBS,BBE, B.A., etc. of all Indian Universities. Also for CA., ICWA, IAS, and other Equivalent Competitive Examinations. Presents a clear, simple, systematic and comprehensive exposition of the methods, principles and techniques of statistics in various disciplines with special reference of commerce, management, economics and business. A large number of solved (about 1500) problems and unsolved (nearly 3000) problems have been included to enable the user of statistical techniques and methods in commerce, economics, management and other related areas.

Business Statistics

Author : G. V. Shenoy
Publisher : New Age International
ISBN 13 : 9788122400113
Total Pages : 624 pages
Book Rating : 4.4/5 (1 download)

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Book Synopsis Business Statistics by : G. V. Shenoy

Download or read book Business Statistics written by G. V. Shenoy and published by New Age International. This book was released on 1988 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book Has Been Written In Such A Way That The Study Of Statistics Is Made Interesting And It Has Been Oriented Towards Application Of Statistical Techniques To A Variety Of Real Life Problems. Most Of The Existing Books Discuss Application Of Statistical Techniques To Problems Such As Height And Weight, Ages Of Husband And Wife, Etc. There Is Hardly Any Book Which Is Contextually Relevant For Teaching Statistics At The Undergraduate Level. An Attempt Has Been Made In This Book To Bridge This Gap.Authors Have Introduced Varied Real Life Examples By Including A Large Number Of Solved Examples To Illustrate How Statistical Techniques Can Actually Be Applied To A Wide Variety Of Real Life Problems. Many Illustrations Have Been Drawn From Various University Examinations Also. In Addition, To Provide An Opportunity Of Students To Gain More Skills To Apply The Concepts, Large Number Of Problems Have Been Included At The End Of Each Chapter. The Book Contains Fifteen Chapters And The Concepts Have Been Discussed In A Simple Language. The Book Is Meant For Undergraduate Students Of All Indian Universities. It Will Also Serve As A Text For The Professional Examinations, Including Ca And Costing.

Lectures on Algebraic Statistics

Author : Mathias Drton
Publisher : Springer Science & Business Media
ISBN 13 : 3764389052
Total Pages : 177 pages
Book Rating : 4.7/5 (643 download)

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Book Synopsis Lectures on Algebraic Statistics by : Mathias Drton

Download or read book Lectures on Algebraic Statistics written by Mathias Drton and published by Springer Science & Business Media. This book was released on 2009-04-25 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does an algebraic geometer studying secant varieties further the understanding of hypothesis tests in statistics? Why would a statistician working on factor analysis raise open problems about determinantal varieties? Connections of this type are at the heart of the new field of "algebraic statistics". In this field, mathematicians and statisticians come together to solve statistical inference problems using concepts from algebraic geometry as well as related computational and combinatorial techniques. The goal of these lectures is to introduce newcomers from the different camps to algebraic statistics. The introduction will be centered around the following three observations: many important statistical models correspond to algebraic or semi-algebraic sets of parameters; the geometry of these parameter spaces determines the behaviour of widely used statistical inference procedures; computational algebraic geometry can be used to study parameter spaces and other features of statistical models.

Polyhedral and Algebraic Methods in Computational Geometry

Author : Michael Joswig
Publisher : Springer Science & Business Media
ISBN 13 : 1447148177
Total Pages : 251 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Polyhedral and Algebraic Methods in Computational Geometry by : Michael Joswig

Download or read book Polyhedral and Algebraic Methods in Computational Geometry written by Michael Joswig and published by Springer Science & Business Media. This book was released on 2013-01-04 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Polyhedral and Algebraic Methods in Computational Geometry provides a thorough introduction into algorithmic geometry and its applications. It presents its primary topics from the viewpoints of discrete, convex and elementary algebraic geometry. The first part of the book studies classical problems and techniques that refer to polyhedral structures. The authors include a study on algorithms for computing convex hulls as well as the construction of Voronoi diagrams and Delone triangulations. The second part of the book develops the primary concepts of (non-linear) computational algebraic geometry. Here, the book looks at Gröbner bases and solving systems of polynomial equations. The theory is illustrated by applications in computer graphics, curve reconstruction and robotics. Throughout the book, interconnections between computational geometry and other disciplines (such as algebraic geometry, optimization and numerical mathematics) are established. Polyhedral and Algebraic Methods in Computational Geometry is directed towards advanced undergraduates in mathematics and computer science, as well as towards engineering students who are interested in the applications of computational geometry.

Journal of the American Statistical Association

Author : American Statistical Association
Publisher :
ISBN 13 :
Total Pages : 572 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Journal of the American Statistical Association by : American Statistical Association

Download or read book Journal of the American Statistical Association written by American Statistical Association and published by . This book was released on 1927 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: A scientific and educational journal not only for professional statisticians but also for economists, business executives, research directors, government officials, university professors, and others who are seriously interested in the application of statistical methods to practical problems, in the development of more useful methods, and in the improvement of basic statistical data.

Statistics (Theory & Practice)

Author : R S N Pillai
Publisher : S. Chand Publishing
ISBN 13 : 8121904315
Total Pages : 888 pages
Book Rating : 4.1/5 (219 download)

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Book Synopsis Statistics (Theory & Practice) by : R S N Pillai

Download or read book Statistics (Theory & Practice) written by R S N Pillai and published by S. Chand Publishing. This book was released on 2008 with total page 888 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book faciliates easy understanding of the matter without any tediousness in grasping the theories and illustrations.This book is completed in respect of the syllabus for B.Com and B.A.(Eco) degrees (Semester and Non-Semester) of Madurai Kamaraj University.Every effort has been made to give illustrations for lucidit. Every chapter explains the principles through appropiate illustrations.At the end of each chapter selected exercises from different university papers have been included alongwith answers.This book covers theortical, practical and applied aspects of statistics as far as possible in a clear and exhaustive manner. This book contains 553 solved illustrations, 442 Objective Type Questions, 264 theortical questions and 1,000 practical problems with appropiate answers.

Statistics: Theory and Practice

Author : R S N Pillai & Bagavathi
Publisher : S. Chand Publishing
ISBN 13 : 9352837266
Total Pages : 884 pages
Book Rating : 4.3/5 (528 download)

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Book Synopsis Statistics: Theory and Practice by : R S N Pillai & Bagavathi

Download or read book Statistics: Theory and Practice written by R S N Pillai & Bagavathi and published by S. Chand Publishing. This book was released on 2019 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and easy to understand text, this book discusses fundamental theoretical concepts with emphasis on practical applicability. The book begins with the explanation of statistical fundamentals and progresses to discussion of representation and presentation techniques, measures of central tendency, dispersion, skewness, correlation, regression, and index numbers.

Programmed Statistics (Question-Answers)

Author : B.L. Agarwal
Publisher : New Age International
ISBN 13 : 9788122414585
Total Pages : 660 pages
Book Rating : 4.4/5 (145 download)

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Book Synopsis Programmed Statistics (Question-Answers) by : B.L. Agarwal

Download or read book Programmed Statistics (Question-Answers) written by B.L. Agarwal and published by New Age International. This book was released on 2007 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book Covers A Wide Range Of Topics In Statistics With Conceptual Analysis, Mathematical Formulas And Adequate Details In Question-Answer Form. It Furnishes A Comprehensive Overview Of Statistics In A Lucid Manner. The Book Provides Ready-Made Material For All Inquisitive Minds To Help Them Prepare For Any Traditional Or Internal Grading System Examination, Competitions, Interviews, Viva-Voce And Applied Statistics Courses. One Will Not Have To Run From Pillar To Post For Guidance In Statistics. The Answers Are Self-Explanatory. For Objective Type Questions, At Many Places, The Answers Are Given With Proper Hints. Fill-In-The-Blanks Given In Each Chapter Will Enable The Readers To Revise Their Knowledge In A Short Span Of Time. An Adequate Number Of Multiple-Choice Questions Inculcate A Deep Understanding Of The Concepts. The Book Also Provides A Good Number Of Numerical Problems, Each Of Which Requires Fresh Thinking For Its Solution. It Will Also Facilitate The Teachers To A Great Extent In Teaching A Large Number Of Courses, As One Will Get A Plethora Of Matter At One Place About Any Topic In A Systematic And Logical Manner. The Book Can Also Serve As An Exhaustive Text.

Visual Statistics

Author : Forrest W. Young
Publisher : John Wiley & Sons
ISBN 13 : 1118165411
Total Pages : 396 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Visual Statistics by : Forrest W. Young

Download or read book Visual Statistics written by Forrest W. Young and published by John Wiley & Sons. This book was released on 2011-09-15 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: A visually intuitive approach to statistical data analysis Visual Statistics brings the most complex and advanced statistical methods within reach of those with little statistical training by using animated graphics of the data. Using ViSta: The Visual Statistics System-developed by Forrest Young and Pedro Valero-Mora and available free of charge on the Internet-students can easily create fully interactive visualizations from relevant mathematical statistics, promoting perceptual and cognitive understanding of the data's story. An emphasis is placed on a paradigm for understanding data that is visual, intuitive, geometric, and active, rather than one that relies on convoluted logic, heavy mathematics, systems of algebraic equations, or passive acceptance of results. A companion Web site complements the book by further demonstrating the concept of creating interactive and dynamic graphics. The book provides users with the opportunity to view the graphics in a dynamic way by illustrating how to analyze statistical data and explore the concepts of visual statistics. Visual Statistics addresses and features the following topics: * Why use dynamic graphics? * A history of statistical graphics * Visual statistics and the graphical user interface * Visual statistics and the scientific method * Character-based statistical interface objects * Graphics-based statistical interfaces * Visualization for exploring univariate data This is an excellent textbook for undergraduate courses in data analysis and regression, for students majoring or minoring in statistics, mathematics, science, engineering, and computer science, as well as for graduate-level courses in mathematics. The book is also ideal as a reference/self-study guide for engineers, scientists, and mathematicians. With contributions by highly regarded professionals in the field, Visual Statistics not only improves a student's understanding of statistics, but also builds confidence to overcome problems that may have previously been intimidating.