Data analysis with RStudio an easygoing introduction Franz Kronthaler, Silke Zöllner

Format:

Book

Author/Creator:

Kronthaler, Franz, author.

Zöllner, Silke, author.

Language:

English

Subjects (All):

Data mining--Mathematics.

Mathematical statistics--Data processing.

R (Computer program language).

Physical Description:

1 online resource

Edition:

Second rev. and enl. edition

Place of Publication:

Berlin, Germany Springer [2026]

Summary:

"This book introduces RStudio for practitioners and students and enables them to use R confidently in everyday work. It is not a statistics textbook; its aim is to share the joy of analysing data with R. Readers learn how to install and use RStudio, import data, write and run scripts, and save their work. They also learn how to apply descriptive statistics and create informative graphs. Additionally, the book shows how to test hypotheses and perform common inferential methods, including analyses of variance and regression. Each chapter includes exercises to reinforce learning, with solutions provided at the end of the book"--4c Springer Nature Link

Contents:

R and RStudio

Data analysis basics with RStudio

Data tourism (simulated)

Describing data with RStudio

Testing for normal distribution with RStudio

Testing hypotheses with RStudio

Linear regression with RStudio

Logistic regression

Further reading

Notes:

Includes bibliographical references

Online resource; title from PDF title page (Springer Nature Link, viewed August 17, 2026)

Other Format:

Print version Kronthaler, Franz Data analysis with RStudio

ISBN:

9783662732441

3662732440

OCLC:

1611469335

Access Restriction:

Restricted for use by site license