R Companion to Elementary Applied Statistics
Autor Christopher Hay-Jahansen Limba Engleză Paperback – 8 ian 2019
Features:
- Requires no familiarity with R or programming to begin using this book.
- Can be used as a resource for a project-based elementary applied statistics course, or for researchers and professionals who wish to delve more deeply into R.
- Contains an extensive array of examples that illustrate ideas on various ways to use pre-packaged routines, as well as on developing individualized code.
- Presents quite a few methods that may be considered non-traditional, or advanced.
- Includes accompanying carefully documented script files that contain code for all examples presented, and more.
About the Author:
Christopher Hay-Jahans received his Doctor of Arts in mathematics from Idaho State University in 1999. After spending three years at University of South Dakota, he moved to Juneau, Alaska, in 2002 where he has taught a wide range of undergraduate courses at University of Alaska Southeast.
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Specificații
ISBN-13: 9781138329164
ISBN-10: 1138329169
Pagini: 376
Ilustrații: 80 Illustrations, black and white
Dimensiuni: 156 x 234 x 20 mm
Greutate: 0.5 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1138329169
Pagini: 376
Ilustrații: 80 Illustrations, black and white
Dimensiuni: 156 x 234 x 20 mm
Greutate: 0.5 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
- Preliminaries 2. Bringing Data Into and Out of R 3. Accessing Contents of Data Structures 4. Altering and Manipulating Data 5. Summaries and Statistics 6. More on Computing with R 6. Basic Charts for Categorical Data 7. Basic Plots for Numeric Data 8. Scatterplots, Lines, and Curves 9.More Graphics Tools 10. Tests for One and Two Proportions 11. Tests for More than Two Proportions 12. Tests of Variances and Spread 13. Tests for One or Two Means 14. Tests for More than Two Means 15. Selected Tests for Medians, and More 16. Dependence and Independence
Notă biografică
Christopher Hay-Jahans received his Doctor of Arts in mathematics from Idaho State University in 1999. After spending three years at University of South Dakota, he moved to Juneau, Alaska, in 2002 where he has taught a wide range of undergraduate courses at University of Alaska Southeast.
Recenzii
"This book is written by a Professor of Mathematics with much experience in teaching statistics applied to the natural sciences. As mentioned in the Preface, the book addresses students (and teachers) of elementary statistics courses. Only basic preliminary statistical knowledge is necessary to start using the book, it is perfect for anyone jumping in to R, and it could readily serve as a reference manual rather than to be read from beginning to end... Several simple applied examples with detailed explanations are presented (coded in R) in order to make the methods more deeply understandable, and in some cases to compare different types of application (e.g. when different assumptions are filled, different research questions are of interest, or different types of data are recorded). All the richly-commented script files used in the book are available on the publisher’s website... At the end of the book, a highly informative Index aids quick searches. Nevertheless, the book can be ordered as an e-book as well... This second book of Professor Hay-Jahans, particularly together with the first one, is appropriate for undergraduate students as an
introductory book on statistics using R, but it could successfully be used also by PhD students, researchers, and teachers requiring a consistent and through reference."
- Márta Ladányi, ISCB December 2019
introductory book on statistics using R, but it could successfully be used also by PhD students, researchers, and teachers requiring a consistent and through reference."
- Márta Ladányi, ISCB December 2019
Descriere
This work presents content/techniques by progressively building upon earlier introduced ideas on using R as new ideas are introduced. The emphasis is on computational steps and coding strategies associated with methods presented.