Data and Probability Connections

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Publisher : Prentice Hall
ISBN 13 :
Total Pages : 422 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Data and Probability Connections by : Debra A. Perkowski

Download or read book Data and Probability Connections written by Debra A. Perkowski and published by Prentice Hall. This book was released on 2007 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of a project funded by the National Science Foundation to improve the quality of mathematics and science teaching in grades K-12, this new guide models the student-centered approach recommended by the National Council of Teachers of Mathematics to teach introductory statistics. Provides future middle grade mathematics teachers with a strong foundation, connecting the mathematics they are learning with the mathematics they will be teaching. Gives enhanced meaning to formulas via a visual or geometric approach. Uses numerous illustrations to assist readers in making explicit connections between a typical college elementary statistics course and the statistical concepts taught by middle school teachers. For anyone interested in introductory statistics.

Data Analysis and Probability Connections

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Publisher :
ISBN 13 : 9780131449213
Total Pages : pages
Book Rating : 4.4/5 (492 download)

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Book Synopsis Data Analysis and Probability Connections by : Perkowski

Download or read book Data Analysis and Probability Connections written by Perkowski and published by . This book was released on 2006-06-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Spectrum Data Analysis and Probability

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Publisher : Carson-Dellosa Publishing
ISBN 13 : 148381663X
Total Pages : 132 pages
Book Rating : 4.4/5 (838 download)

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Book Synopsis Spectrum Data Analysis and Probability by : Spectrum

Download or read book Spectrum Data Analysis and Probability written by Spectrum and published by Carson-Dellosa Publishing. This book was released on 2015-02-15 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the help of Spectrum(R) Data Analysis and Probability for grades 6 to 8, children develop problem-solving math skills they can build on. This standards-based workbook focuses on middle school concepts like operations, ratios, probability, graph interpretation, and more. --Middle school is known for its challengesÑlet Spectrum(R) ease some stress. Developed by education experts, the Spectrum(R) Middle School Math series strengthens the important home-to-school connection and prepares children for math success. Filled with easy instructions and rigorous practice, Spectrum(R) Data Analysis and Probability helps children soar in a standards-based classroom!

Bayesian Data Analysis, Third Edition

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Publisher : CRC Press
ISBN 13 : 1439840954
Total Pages : 677 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Bayesian Data Analysis, Third Edition by : Andrew Gelman

Download or read book Bayesian Data Analysis, Third Edition written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-01 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.

Statistics and Data Analysis

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Publisher : Wiley
ISBN 13 : 9780471293323
Total Pages : 0 pages
Book Rating : 4.2/5 (933 download)

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Book Synopsis Statistics and Data Analysis by : Andrew F. Siegel

Download or read book Statistics and Data Analysis written by Andrew F. Siegel and published by Wiley. This book was released on 1998-02-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory statistics book for the non-technical person that integrates the traditional foundations of statistical inference with the more modern ideas of data analysis. The book is divided into three parts. Part One is concerned with data in general and with describing groups of numbers. Part Two develops the ideas of randomness, probability, and statistical inference. Part Three moves forward, applying these ideas to more complex data structures and the analysis of relationships.

Statistical Modeling, Analysis and Management of Fuzzy Data

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Publisher : Physica
ISBN 13 : 3790818003
Total Pages : 315 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis Statistical Modeling, Analysis and Management of Fuzzy Data by : Carlo Bertoluzza

Download or read book Statistical Modeling, Analysis and Management of Fuzzy Data written by Carlo Bertoluzza and published by Physica. This book was released on 2012-11-02 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributions in this book state the complementary rather than competitive relationship between Probability and Fuzzy Set Theory and allow solutions to real life problems with suitable combinations of both theories.

Statistical Analysis of Categorical Data

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Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 496 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Statistical Analysis of Categorical Data by : Chris J. Lloyd

Download or read book Statistical Analysis of Categorical Data written by Chris J. Lloyd and published by Wiley-Interscience. This book was released on 1999-03-29 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accessible, up-to-date coverage of a broad range of modern and traditional methods. The ability to understand and analyze categorical, or count, data is crucial to the success of statisticians in a wide variety of fields, including biomedicine, ecology, the social sciences, marketing, and many more. Statistical Analysis of Categorical Data provides thorough, clear, up-to-date explanations of all important methods of categorical data analysis at a level accessible to anyone with a solid undergraduate knowledge of statistics. Featuring a liberal use of real-world examples as well as a regression-based approach familiar to most students, this book reviews pertinent statistical theory, including advanced topics such as Score statistics and the transformed central limit theorem. It presents the distribution theory of Poisson as well as multinomial variables, and it points out the connections between them. Complete with numerous illustrations and exercises, this book covers the full range of topics necessary to develop a well-rounded understanding of modern categorical data analysis, including: * Logistic regression and log-linear models. * Exact conditional methods. * Generalized linear and additive models. * Smoothing count data with practical implementations in S-plus software. * Thorough description and analysis of five important computer packages. Supported by an ftp site, which describes the facilities important to a statistician wanting to analyze and report on categorical data, Statistical Analysis of Categorical Data is an excellent resource for students, practicing statisticians, and researchers with a special interest in count data.

Strengthening Links Between Data Analysis and Soft Computing

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Publisher : Springer
ISBN 13 : 3319107658
Total Pages : 294 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Strengthening Links Between Data Analysis and Soft Computing by : Przemyslaw Grzegorzewski

Download or read book Strengthening Links Between Data Analysis and Soft Computing written by Przemyslaw Grzegorzewski and published by Springer. This book was released on 2014-09-10 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers contributions presented at the 7th International Conference on Soft Methods in Probability and Statistics SMPS 2014, held in Warsaw (Poland) on September 22-24, 2014. Its aim is to present recent results illustrating new trends in intelligent data analysis. It gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics. Synergies of both fields might improve intelligent data analysis methods in terms of robustness to noise and applicability to larger datasets, while being able to efficiently obtain understandable solutions of real-world problems.

Connections Maths 8

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Publisher : Pascal Press
ISBN 13 : 9781877085574
Total Pages : 670 pages
Book Rating : 4.0/5 (855 download)

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Book Synopsis Connections Maths 8 by : Edward Duffy

Download or read book Connections Maths 8 written by Edward Duffy and published by Pascal Press. This book was released on 2003 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connections Maths 8 is the second of two dynamic textbooks and CD-ROM packages that give complete coverage of the new Mathematics Stage 4 syl labus for New South Wales. Features: outcomes at the start of every chapter a dynamic full colour design that clear ly distinguishes theory, examples, exercises, and features care fully graded exercises with worked examples and solutions linked to each cartoons offering helpful hints working mathematicall y strands that are fully integrated. These also feature regularly in cha llenging sections designed as extension material which also contain inte resting historical and real life context a chapter review to re vise and consolidate learning in each chapter speed skills sect ions to revise and provide mental arithmetic skills problem sol ving application strategies with communication and reasoning through an inquiry approach a comprehensive Diagnostic test providing a cu mulative review of learning in all chapters, cross referenced to each ex ercise integrated technology activities literacy skill s develop language skills relevant to each chapter fully linked icons to accompanying CD-ROM. the student CD-ROM accompanying this textbook can be used at school or at home for further explanation a nd learning. Each CD-ROM contains: animated w orked examples movies related to selected topics offering expla nation for visual learners. These feature bright, energetic, young prese nters in appealing locations technology files featuring formatt ed spreadsheets and geometry demonstrations the entire textbook, with hyperlinks to the above features.

Data Analysis for Social Science

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Publisher : Princeton University Press
ISBN 13 : 0691199434
Total Pages : 256 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Data Analysis for Social Science by : Elena Llaudet

Download or read book Data Analysis for Social Science written by Elena Llaudet and published by Princeton University Press. This book was released on 2022-11-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Data analysis has become a necessary skill across the social sciences, and recent advancements in computing power have made knowledge of programming an essential component. Yet most data science books are intimidating and overwhelming to a non-specialist audience, including most undergraduates. This book will be a shorter, more focused and accessible version of Kosuke Imai's Quantitative Social Science book, which was published by Princeton in 2018 and has been adopted widely in graduate level courses of the same title. This book uses the same innovative approach as Quantitative Social Science , using real data and 'R' to answer a wide range of social science questions. It assumes no prior knowledge of statistics or coding. It starts with straightforward, simple data analysis and culminates with multivariate linear regression models, focusing more on the intuition of how the math works rather than the math itself. The book makes extensive use of data visualizations, diagrams, pictures, cartoons, etc., to help students understand and recall complex concepts, provides an easy to follow, step-by-step template of how to conduct data analysis from beginning to end, and will be accompanied by supplemental materials in the appendix and online for both students and instructors"--

Probability, Statistics, and Data Analysis

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Publisher :
ISBN 13 :
Total Pages : 584 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Probability, Statistics, and Data Analysis by : Oscar Kempthorne

Download or read book Probability, Statistics, and Data Analysis written by Oscar Kempthorne and published by . This book was released on 1971 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: General background; The nature of real populations; Calculus of probability; Some commonly occurring mathematical distributions; Distributions of functions of random variables; Distribution of sample statistics; Stochastic processes; General outline of data interpretation problems; Goodness of fit of a completely specified model; Parametric models and likelihood theory; Inference by likelihood and baye's theorem; Statistical tests; Statistical intervals; Decision making; Relationships pf two variables and curve fitting; Structured populations.

Statistics and Data Analysis: an Introduction

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Publisher :
ISBN 13 : 9780471600053
Total Pages : pages
Book Rating : 4.6/5 ( download)

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Book Synopsis Statistics and Data Analysis: an Introduction by : A.F. Siegel

Download or read book Statistics and Data Analysis: an Introduction written by A.F. Siegel and published by . This book was released on 1996-08-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Quantitative Data Analysis in the Behavioral and Social Sciences

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Publisher : John Wiley & Sons
ISBN 13 : 1119290252
Total Pages : 239 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Introduction to Quantitative Data Analysis in the Behavioral and Social Sciences by : Michael J. Albers

Download or read book Introduction to Quantitative Data Analysis in the Behavioral and Social Sciences written by Michael J. Albers and published by John Wiley & Sons. This book was released on 2017-02-21 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Guides readers through the quantitative data analysis process including contextualizing data within a research situation, connecting data to the appropriate statistical tests, and drawing valid conclusions Introduction to Quantitative Data Analysis in the Behavioral and Social Sciences presents a clear and accessible introduction to the basics of quantitative data analysis and focuses on how to use statistical tests as a key tool for analyzing research data. The book presents the entire data analysis process as a cyclical, multiphase process and addresses the processes of exploratory analysis, decision-making for performing parametric or nonparametric analysis, and practical significance determination. In addition, the author details how data analysis is used to reveal the underlying patterns and relationships between the variables and connects those trends to the data’s contextual situation. Filling the gap in quantitative data analysis literature, this book teaches the methods and thought processes behind data analysis, rather than how to perform the study itself or how to perform individual statistical tests. With a clear and conversational style, readers are provided with a better understanding of the overall structure and methodology behind performing a data analysis as well as the needed techniques to make informed, meaningful decisions during data analysis. The book features numerous data analysis examples in order to emphasize the decision and thought processes that are best followed, and self-contained sections throughout separate the statistical data analysis from the detailed discussion of the concepts allowing readers to reference a specific section of the book for immediate solutions to problems and/or applications. Introduction to Quantitative Data Analysis in the Behavioral and Social Sciences also features coverage of the following: • The overall methodology and research mind-set for how to approach quantitative data analysis and how to use statistics tests as part of research data analysis • A comprehensive understanding of the data, its connection to a research situation, and the most appropriate statistical tests for the data • Numerous data analysis problems and worked-out examples to illustrate the decision and thought processes that reveal underlying patterns and trends • Detailed examples of the main concepts to aid readers in gaining the needed skills to perform a full analysis of research problems • A conversational tone to effectively introduce readers to the basics of how to perform data analysis as well as make meaningful decisions during data analysis Introduction to Quantitative Data Analysis in the Behavioral and Social Sciences is an ideal textbook for upper-undergraduate and graduate-level research method courses in the behavioral and social sciences, statistics, and engineering. This book is also an appropriate reference for practitioners who require a review of quantitative research methods. Michael J. Albers, Ph.D., is Professor in the Department of English at East Carolina University. His research interests include information design with a focus on answering real-world questions, the presentation of complex information, and human–information interaction. Dr. Albers received his Ph.D. in Technical Communication and Rhetoric from Texas Tech University.

Principles and Standards for School Mathematics

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Publisher :
ISBN 13 : 9780873534840
Total Pages : 20 pages
Book Rating : 4.5/5 (348 download)

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Book Synopsis Principles and Standards for School Mathematics by :

Download or read book Principles and Standards for School Mathematics written by and published by . This book was released on 2000 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: This easy-to-read summary is an excellent tool for introducing others to the messages contained in Principles and Standards.

Random Data

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Publisher : John Wiley & Sons
ISBN 13 : 1118210824
Total Pages : 555 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Random Data by : Julius S. Bendat

Download or read book Random Data written by Julius S. Bendat and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: RANDOM DATA A TIMELY UPDATE OF THE CLASSIC BOOK ON THE THEORY AND APPLICATION OF RANDOM DATA ANALYSIS First published in 1971, Random Data served as an authoritative book on the analysis of experimental physical data for engineering and scientific applications. This Fourth Edition features coverage of new developments in random data management and analysis procedures that are applicable to a broad range of applied fields, from the aerospace and automotive industries to oceanographic and biomedical research. This new edition continues to maintain a balance of classic theory and novel techniques. The authors expand on the treatment of random data analysis theory, including derivations of key relationships in probability and random process theory. The book remains unique in its practical treatment of nonstationary data analysis and nonlinear system analysis, presenting the latest techniques on modern data acquisition, storage, conversion, and qualification of random data prior to its digital analysis. The Fourth Edition also includes: A new chapter on frequency domain techniques to model and identify nonlinear systems from measured input/output random data New material on the analysis of multiple-input/single-output linear models The latest recommended methods for data acquisition and processing of random data Important mathematical formulas to design experiments and evaluate results of random data analysis and measurement procedures Answers to the problem in each chapter Comprehensive and self-contained, Random Data, Fourth Edition is an indispensible book for courses on random data analysis theory and applications at the upper-under-graduate and graduate level. It is also an insightful reference for engineers and scientists who use statistical methods to investigate and solve problems with dynamic data.

Foundations of Data Science

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Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Foundations of Data Science by : Avrim Blum

Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.

Modeling and Data Analysis: An Introduction with Environmental Applications

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Publisher : American Mathematical Soc.
ISBN 13 : 1470448696
Total Pages : 323 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Modeling and Data Analysis: An Introduction with Environmental Applications by : John B. Little

Download or read book Modeling and Data Analysis: An Introduction with Environmental Applications written by John B. Little and published by American Mathematical Soc.. This book was released on 2019-03-28 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can we coexist with the other life forms that have evolved on this planet? Are there realistic alternatives to fossil fuels that would sustainably provide for human society's energy needs and have fewer harmful effects? How do we deal with threats such as emergent diseases? Mathematical models—equations of various sorts capturing relationships between variables involved in a complex situation—are fundamental for understanding the potential consequences of choices we make. Extracting insights from the vast amounts of data we are able to collect requires analysis methods and statistical reasoning. This book on elementary topics in mathematical modeling and data analysis is intended for an undergraduate “liberal arts mathematics”-type course but with a specific focus on environmental applications. It is suitable for introductory courses with no prerequisites beyond high school mathematics. A great variety of exercises extends the discussions of the main text to new situations and/or introduces new real-world examples. Every chapter ends with a section of problems, as well as with an extended chapter project which often involves substantial computing work either in spreadsheet software or in the R statistical package.