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Using R for Introductory Statistics

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Using R for Introductory Statistics Cover

 

Synopses & Reviews

Publisher Comments:

R is a free software package that has seen a huge increase in users within the last five years and now is used increasingly in introductory classes. There are few books covering introductory statistics using R, and this book fills a gap as a true "beginner" book. With emphasis on data analysis and practical examples Using R for Introductory Statistics encourages understanding rather than focusing on learning the underlying language. It includes a large collection of problem sets with solutions and numerous practical examples from a broad range of scientific disciplines. It comes complete with an online resource containing datasets, R functions, and updates to the latest features.

Synopsis:

The cost of statistical computing software has precluded many universities from installing these valuable computational and analytical tools. R, a powerful open-source software package, was created in response to this issue. It has enjoyed explosive growth since its introduction, owing to its coherence, flexibility, and free availability. While it is a valuable tool for students who are first learning statistics, proper introductory materials are needed for its adoption. Using R for Introductory Statistics fills this gap in the literature, making the software accessible to the introductory student. The

Table of Contents

Introduction — Data — Univariate Data — Bivariate Data — Multivariate Data — Random Data — Simulations — Exploratory Data Analysis — Confidence Interval Estimation — Hypothesis Testing — Two-sample Tests — Chi Square — Regression Analysis — Multiple Linear Regression — Analysis of Variance — Appendices.

Product Details

ISBN:
9780203499894
Publisher:
Chapman & Hall/CRC
Subject:
Mathematics : General
Creator:
John Verzani
Author:
Verzani, John
Author:
John Verzani
Subject:
Probability & Statistics - General
Subject:
Programming Languages - General
Subject:
Statistics
Subject:
Data processing
Subject:
Statistics -- Data processing.
Subject:
R (Computer program language)
Subject:
Mathematics - General
Subject:
Mathematics | Probability and Statistics
Subject:
Mathematics - Statistics
Subject:
main_subject
Subject:
all_subjects
Publication Date:
November 2004
Binding:
eBooks
Language:
English

Related Subjects

Business » General
Computers and Internet » Software Engineering » Programming and Languages
Science and Mathematics » Mathematics » General
Science and Mathematics » Mathematics » Probability and Statistics » General

Using R for Introductory Statistics
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Product details pages Taylor & Francis - English 9780203499894 Reviews:
"Synopsis" by , The cost of statistical computing software has precluded many universities from installing these valuable computational and analytical tools. R, a powerful open-source software package, was created in response to this issue. It has enjoyed explosive growth since its introduction, owing to its coherence, flexibility, and free availability. While it is a valuable tool for students who are first learning statistics, proper introductory materials are needed for its adoption. Using R for Introductory Statistics fills this gap in the literature, making the software accessible to the introductory student. The
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