Chelsea Myers

Project-Based R Companion to Introductory Statistics

• Broschiertes Buch

Produktbeschreibung

This book is envisioned as companion to a traditional statistics or biostatistics textbook, with each chapter covering usual topics such as descriptive statistics, regression, and hypothesis testing. However, each chapter will present its material using a complete step-by-step analysis of a real publicly-available dataset.

Produktdetails

• Verlag: CRC Press
• Seitenzahl: 169
• Erscheinungstermin: 31. Dezember 2020
• Englisch
• Abmessung: 229mm x 150mm x 10mm
• Gewicht: 272g
• ISBN-13: 9780367262082
• ISBN-10: 0367262088
• Artikelnr.: 60354495

Autorenporträt

After a 10-year career as a research biostatistician in the Department of Ophthalmology and Visual Sciences at the University of Wisconsin-Madison, Chelsea Myers teaches statistics and biostatistics at Rollins College and Valencia College in Central Florida. She has authored or co-authored more than 30 scientific papers and presentations and is the creator of the MCAT preparation website MCATMath.com. She lives in Winter Park, Florida with her family.

Inhaltsangabe

1. Getting Started with R and RStudio
2. Describing Categorical Data
3. Describing Quantitative Data
4. The Normal Distribution
5. Two-Way Tables
6. Linear Regression and Correlation
7. Random Sampling
8. Inference About a Population Mean
9. Inference About a Population Proportion
10. Comparing Two Population Means
11. Comparing Two Population Proportions
12. Student Project 1
13. Student Project 2
14. Student Project 3