Data And Probability Connections

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Data and Probability Connections

Author : Debra A. Perkowski
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

Author : Perkowski
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:

Foundations of Data Science

Author : Avrim Blum
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.

Probability and Statistics

Author : Michael J. Evans
Publisher : Macmillan
ISBN 13 : 9780716747420
Total Pages : 704 pages
Book Rating : 4.7/5 (474 download)

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Book Synopsis Probability and Statistics by : Michael J. Evans

Download or read book Probability and Statistics written by Michael J. Evans and published by Macmillan. This book was released on 2004 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unlike traditional introductory math/stat textbooks, Probability and Statistics: The Science of Uncertainty brings a modern flavor based on incorporating the computer to the course and an integrated approach to inference. From the start the book integrates simulations into its theoretical coverage, and emphasizes the use of computer-powered computation throughout.* Math and science majors with just one year of calculus can use this text and experience a refreshing blend of applications and theory that goes beyond merely mastering the technicalities. They'll get a thorough grounding in probability theory, and go beyond that to the theory of statistical inference and its applications. An integrated approach to inference is presented that includes the frequency approach as well as Bayesian methodology. Bayesian inference is developed as a logical extension of likelihood methods. A separate chapter is devoted to the important topic of model checking and this is applied in the context of the standard applied statistical techniques. Examples of data analyses using real-world data are presented throughout the text. A final chapter introduces a number of the most important stochastic process models using elementary methods. *Note: An appendix in the book contains Minitab code for more involved computations. The code can be used by students as templates for their own calculations. If a software package like Minitab is used with the course then no programming is required by the students.

OpenIntro Statistics

Author : David Diez
Publisher :
ISBN 13 : 9781943450046
Total Pages : pages
Book Rating : 4.4/5 (5 download)

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Book Synopsis OpenIntro Statistics by : David Diez

Download or read book OpenIntro Statistics written by David Diez and published by . This book was released on 2015-07-02 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Introduction to Probability

Author : David F. Anderson
Publisher : Cambridge University Press
ISBN 13 : 110824498X
Total Pages : 447 pages
Book Rating : 4.1/5 (82 download)

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Book Synopsis Introduction to Probability by : David F. Anderson

Download or read book Introduction to Probability written by David F. Anderson and published by Cambridge University Press. This book was released on 2017-11-02 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This classroom-tested textbook is an introduction to probability theory, with the right balance between mathematical precision, probabilistic intuition, and concrete applications. Introduction to Probability covers the material precisely, while avoiding excessive technical details. After introducing the basic vocabulary of randomness, including events, probabilities, and random variables, the text offers the reader a first glimpse of the major theorems of the subject: the law of large numbers and the central limit theorem. The important probability distributions are introduced organically as they arise from applications. The discrete and continuous sides of probability are treated together to emphasize their similarities. Intended for students with a calculus background, the text teaches not only the nuts and bolts of probability theory and how to solve specific problems, but also why the methods of solution work.

Ten Great Ideas about Chance

Author : Persi Diaconis
Publisher : Princeton University Press
ISBN 13 : 0691196397
Total Pages : 270 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Ten Great Ideas about Chance by : Persi Diaconis

Download or read book Ten Great Ideas about Chance written by Persi Diaconis and published by Princeton University Press. This book was released on 2019-10-08 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the sixteenth and seventeenth centuries, gamblers and mathematicians transformed the idea of chance from a mystery into the discipline of probability, setting the stage for a series of breakthroughs that enabled or transformed innumerable fields, from gambling, mathematics, statistics, economics, and finance to physics and computer science. This book tells the story of ten great ideas about chance and the thinkers who developed them, tracing the philosophical implications of these ideas as well as their mathematical impact.

Authentic Learning Activities: Data Analysis, Statistics & Probability

Author : Brendan Kelly
Publisher : Brendan Kelly Publishing Inc.
ISBN 13 : 9781895997194
Total Pages : 100 pages
Book Rating : 4.9/5 (971 download)

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Book Synopsis Authentic Learning Activities: Data Analysis, Statistics & Probability by : Brendan Kelly

Download or read book Authentic Learning Activities: Data Analysis, Statistics & Probability written by Brendan Kelly and published by Brendan Kelly Publishing Inc.. This book was released on 2000 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt:

All of Statistics

Author : Larry Wasserman
Publisher : Springer Science & Business Media
ISBN 13 : 0387217363
Total Pages : 446 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis All of Statistics by : Larry Wasserman

Download or read book All of Statistics written by Larry Wasserman and published by Springer Science & Business Media. This book was released on 2013-12-11 with total page 446 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taken literally, the title "All of Statistics" is an exaggeration. But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analysing data.

Probability and Statistical Inference

Author : Nitis Mukhopadhyay
Publisher : CRC Press
ISBN 13 : 1000291553
Total Pages : 694 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Probability and Statistical Inference by : Nitis Mukhopadhyay

Download or read book Probability and Statistical Inference written by Nitis Mukhopadhyay and published by CRC Press. This book was released on 2020-08-30 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Priced very competitively compared with other textbooks at this level! This gracefully organized textbook reveals the rigorous theory of probability and statistical inference in the style of a tutorial, using worked examples, exercises, numerous figures and tables, and computer simulations to develop and illustrate concepts. Beginning wi

Probability and Games

Author : Bowen Kerins
Publisher : American Mathematical Soc.
ISBN 13 : 1470440636
Total Pages : 152 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Probability and Games by : Bowen Kerins

Download or read book Probability and Games written by Bowen Kerins and published by American Mathematical Soc.. This book was released on 2018-01-24 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for precollege teachers by a collaborative of teachers, educators, and mathematicians, Probability and Games is based on a course offered in the Summer School Teacher Program at the Park City Mathematics Institute. This course leads participants through an introduction to probability and statistics, with particular focus on conditional probability, hypothesis testing, and the mathematics of election analysis. These ideas are tied together through low-threshold entry points including work with real and fake coin-flipping data, short games that lead to key concepts, and inroads to connecting the topics to number theory and algebra. But this book isn't a “course” in the traditional sense. It consists of a carefully sequenced collection of problem sets designed to develop several interconnected mathematical themes. These materials provide participants with the opportunity for authentic mathematical discovery—participants build mathematical structures by investigating patterns, use reasoning to test and formalize their ideas, offer and negotiate mathematical definitions, and apply their theories and mathematical machinery to solve problems. Probability and Games is a volume of the book series “IAS/PCMI—The Teacher Program Series” published by the American Mathematical Society. Each volume in this series covers the content of one Summer School Teacher Program year and is independent of the rest.

Everyday Probability and Statistics

Author : M. M. Woolfson
Publisher : Imperial College Press
ISBN 13 : 184816033X
Total Pages : 234 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Everyday Probability and Statistics by : M. M. Woolfson

Download or read book Everyday Probability and Statistics written by M. M. Woolfson and published by Imperial College Press. This book was released on 2008 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability and statistics impinge on the life of the average person in a variety of ways OCo as is suggested by the title of this book. Very often, information is provided that is factually accurate but intended to present a biased view. This book presents the important results of probability and statistics without making heavy mathematical demands on the reader. It should enable an intelligent reader to properly assess statistical information and to understand that the same information can be presented in different ways.

The Mathematics of Data

Author : Michael W. Mahoney
Publisher : American Mathematical Soc.
ISBN 13 : 1470435756
Total Pages : 325 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis The Mathematics of Data by : Michael W. Mahoney

Download or read book The Mathematics of Data written by Michael W. Mahoney and published by American Mathematical Soc.. This book was released on 2018-11-15 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nothing provided

Connections Maths 8

Author : Edward Duffy
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.

A Modern Introduction to Probability and Statistics

Author : F.M. Dekking
Publisher : Springer Science & Business Media
ISBN 13 : 1846281687
Total Pages : 485 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis A Modern Introduction to Probability and Statistics by : F.M. Dekking

Download or read book A Modern Introduction to Probability and Statistics written by F.M. Dekking and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suitable for self study Use real examples and real data sets that will be familiar to the audience Introduction to the bootstrap is included – this is a modern method missing in many other books

Dear Data

Author : Giorgia Lupi
Publisher : Chronicle Books
ISBN 13 : 1616895462
Total Pages : 304 pages
Book Rating : 4.6/5 (168 download)

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Book Synopsis Dear Data by : Giorgia Lupi

Download or read book Dear Data written by Giorgia Lupi and published by Chronicle Books. This book was released on 2016-09-13 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria Popova (Brain Pickings), who introduces this charming and graphically powerful book. For one year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, mapped the particulars of their daily lives as a series of hand-drawn postcards they exchanged via mail weekly—small portraits as full of emotion as they are data, both mundane and magical. Dear Data reproduces in pinpoint detail the full year's set of cards, front and back, providing a remarkable portrait of two artists connected by their attention to the details of their lives—including complaints, distractions, phone addictions, physical contact, and desires. These details illuminate the lives of two remarkable young women and also inspire us to map our own lives, including specific suggestions on what data to draw and how. A captivating and unique book for designers, artists, correspondents, friends, and lovers everywhere.

Spectrum Data Analysis and Probability

Author : Spectrum
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!