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Elementary Statistics: A Guide to Data Analysis Using R provides
students with an introduction to both the field of statistics and
R, one of the most widely used languages for statistical computing,
analysis, and graphing in a variety of fields, including the
sciences, finance, banking, health care, e-commerce, and marketing.
Part I provides an overview of both statistics and R. Part II
focuses on descriptive statistics and probability. In Part III,
students learn about discrete and continuous probability
distributions with chapters addressing probability distributions,
binominal probability distributions, and normal probability
distributions. Part IV speaks to statistical inference with content
covering confidence intervals, hypothesis testing, chi-square tests
and F-distributions. The final part explores additional statistical
inference and assumptions, including correlation, regression, and
nonparametric statistics. Helpful appendices provide students with
an index of terminology, an index of applications, a glossary of
symbols, and a guide to the most common R commands. Elementary
Statistics is an ideal resource for introductory courses in
undergraduate statistics, graduate statistics, and data analysis
across the disciplines.
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