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Online Statistics Education

Online Statistics Education
Author: David M Lane
Publisher:
Total Pages: 406
Release: 2014-12-02
Genre:
ISBN: 9781687894250

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Online Statistics: An Interactive Multimedia Course of Study is a resource for learning and teaching introductory statistics. It contains material presented in textbook format and as video presentations. This resource features interactive demonstrations and simulations, case studies, and an analysis lab.This print edition of the public domain textbook gives the student an opportunity to own a physical copy to help enhance their educational experience. This part I features the book Front Matter, Chapters 1-10, and the full Glossary. Chapters Include:: I. Introduction, II. Graphing Distributions, III. Summarizing Distributions, IV. Describing Bivariate Data, V. Probability, VI. Research Design, VII. Normal Distributions, VIII. Advanced Graphs, IX. Sampling Distributions, and X. Estimation. Online Statistics Education: A Multimedia Course of Study (http: //onlinestatbook.com/). Project Leader: David M. Lane, Rice University.


Visual Statistics

Visual Statistics
Author: Forrest W. Young
Publisher: John Wiley & Sons
Total Pages: 396
Release: 2011-09-15
Genre: Mathematics
ISBN: 1118165411

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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.


Introduction to Statistics

Introduction to Statistics
Author: Wolfgang Karl Härdle
Publisher: Springer
Total Pages: 532
Release: 2015-12-25
Genre: Business & Economics
ISBN: 3319177044

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This book covers all the topics found in introductory descriptive statistics courses, including simple linear regression and time series analysis, the fundamentals of inferential statistics (probability theory, random sampling and estimation theory), and inferential statistics itself (confidence intervals, testing). Each chapter starts with the necessary theoretical background, which is followed by a variety of examples. The core examples are based on the content of the respective chapter, while the advanced examples, designed to deepen students’ knowledge, also draw on information and material from previous chapters. The enhanced online version helps students grasp the complexity and the practical relevance of statistical analysis through interactive examples and is suitable for undergraduate and graduate students taking their first statistics courses, as well as for undergraduate students in non-mathematical fields, e.g. economics, the social sciences etc.


Interactive Statistics for the Behavioral Sciences

Interactive Statistics for the Behavioral Sciences
Author: Pepper Williams
Publisher: Sinauer Associates Incorporated
Total Pages: 386
Release: 2004
Genre: Psychology
ISBN: 9780878939305

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Interactive Statistics for the Behavioral Sciences is an engaging tour of the topics covered in most behavioral science statistics textbooks: descriptive statistics, the logic of hypothesis testing, t tests, power analysis, confidence intervals, analysis of variance, correlation/regression, and nonparametric inferential statistics. Yet, it employs a radically different pedagogical approach. Without wholly abandoning the tradition of using a printed textbook to supplement classroom or online instruction, this system has at its core an interactive set of components that run through Web browsers such as Internet Explorer or Netscape Navigator. Working through these components, students create their own customized learning experience, rather than passively reading a printed text. The end result is students who can better master and even enjoy a subject that many approach with trepidation.


XploRe: An Interactive Statistical Computing Environment

XploRe: An Interactive Statistical Computing Environment
Author: Wolfgang Härdle
Publisher: Springer Science & Business Media
Total Pages: 406
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461242142

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This book describes an interactive statistical computing environment called 1 XploRe. As the name suggests, support for exploratory statistical analysis is given by a variety of computational tools. XploRe is a matrix-oriented statistical language with a comprehensive set of basic statistical operations that provides highly interactive graphics, as well as a programming environ ment for user-written macros; it offers hard-wired smoothing procedures for effective high-dimensional data analysis. Its highly dynamic graphic capa bilities make it possible to construct student-level front ends for teaching basic elements of statistics. Hot keys make it an easy-to-use computing environment for statistical analysis. The primary objective of this book is to show how the XploRe system can be used as an effective computing environment for a large number of statistical tasks. The computing tasks we consider range from basic data matrix manipulations to interactive customizing of graphs and dynamic fit ting of high-dimensional statistical models. The XploRe language is similar to other statistical languages and offers an interactive help system that can be extended to user-written algorithms. The language is intuitive and read ers with access to other systems can, without major difficulty, reproduce the examples presented here and use them as a basis for further investigation.


S

S
Author: R. A. Becker
Publisher: CRC Press
Total Pages: 580
Release: 1984-02-01
Genre: Mathematics
ISBN: 9780534033132

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The latest edition of this manual provides documentation for users of the statistical software system S.


CK-12 Probability and Statistics - Advanced (Second Edition), Volume 1 Of 2

CK-12 Probability and Statistics - Advanced (Second Edition), Volume 1 Of 2
Author: CK-12 Foundation
Publisher: CK-12 Foundation
Total Pages: 378
Release: 2010-10
Genre: Mathematics
ISBN: 1935983393

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CK-12's Advanced Probability and Statistics-Second Edition is a clear presentation of the basic topics in statistics and probability, but finishes with the rigorous topics an advanced placement course requires. Volume 1 includes the first 6 chapters and covers the following topics: Analyzing Statistical Data, Visualizations of Data, Discrete Probability Distribution, Normal Distribution, and Experimentation.


Interactive Web-Based Data Visualization with R, plotly, and shiny

Interactive Web-Based Data Visualization with R, plotly, and shiny
Author: Carson Sievert
Publisher: CRC Press
Total Pages: 278
Release: 2020-01-30
Genre: Business & Economics
ISBN: 0429824203

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The richly illustrated Interactive Web-Based Data Visualization with R, plotly, and shiny focuses on the process of programming interactive web graphics for multidimensional data analysis. It is written for the data analyst who wants to leverage the capabilities of interactive web graphics without having to learn web programming. Through many R code examples, you will learn how to tap the extensive functionality of these tools to enhance the presentation and exploration of data. By mastering these concepts and tools, you will impress your colleagues with your ability to quickly generate more informative, engaging, and reproducible interactive graphics using free and open source software that you can share over email, export to pdf, and more. Key Features: Convert static ggplot2 graphics to an interactive web-based form Link, animate, and arrange multiple plots in standalone HTML from R Embed, modify, and respond to plotly graphics in a shiny app Learn best practices for visualizing continuous, discrete, and multivariate data Learn numerous ways to visualize geo-spatial data This book makes heavy use of plotly for graphical rendering, but you will also learn about other R packages that support different phases of a data science workflow, such as tidyr, dplyr, and tidyverse. Along the way, you will gain insight into best practices for visualization of high-dimensional data, statistical graphics, and graphical perception. The printed book is complemented by an interactive website where readers can view movies demonstrating the examples and interact with graphics.


Interactive Graphics for Data Analysis

Interactive Graphics for Data Analysis
Author: Martin Theus
Publisher: CRC Press
Total Pages: 293
Release: 2008-10-24
Genre: Computers
ISBN: 1420011065

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Interactive Graphics for Data Analysis: Principles and Examples discusses exploratory data analysis (EDA) and how interactive graphical methods can help gain insights as well as generate new questions and hypotheses from datasets.Fundamentals of Interactive Statistical GraphicsThe first part of the book summarizes principles and methodology, demons


Interactive Data Visualization for the Web

Interactive Data Visualization for the Web
Author: Scott Murray
Publisher: "O'Reilly Media, Inc."
Total Pages: 269
Release: 2013-03-11
Genre: Computers
ISBN: 1449340253

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Author Scott Murray teaches you the fundamental concepts and methods of D3, a JavaScript library that lets you express data visually in a web browser