Introduction to Statistics with the Wolfram Language
Introduction to Statistics with the Wolfram Language applies the extensive computational power of the Wolfram Language to the field of statistics. Starting from the basics and working through a range of foundational concepts, Klopper shows just how accessible computational statistics can be given the appropriate tool set. Topics include descriptive statistics, distributions, hypothesis testing, parametric testing, correlation and much more. Follow along as Klopper offers step-by-step instructions and relevant exercises from the field of medical statistics designed to teach readers how to understand and present data in today's increasingly data-driven world.
The Wolfram Language represents a major advance in programming languages that makes leading-edge computation accessible to everyone. Unique in its approach of having vast built-in knowledge and automation, the Wolfram Language scales from a single line of easy-to-understand interactive code to million-line production systems.
Explore the author's Wolfram Notebooks and look for updates in Coursera and Wolfram U for use with this book!
Wolfram Notebooks are viewable for free with Wolfram Player.
- An Introduction to Data Analysis Using the Wolfram Language
- Evaluating Basic Math
- Working with Datasets
- Data Types
- Simple Descriptive Statistics
- Visualizing Data
- Hypothesis Testing
- Parametric Tests, Comparing Means
- Linear Regression
- Comparing Categorical Variables
- Nonparametric Tests
- A Research Project Demonstration
- Answers to Exercises
Praise for Dr. Klopper's Previous Coursework
A great introduction to understanding research and a great platform to springboard keen clinicians into performing their own research. Will take what I've learnt and apply it to my own research!
The material is high yield in every regard, giving the right balance of
big-picture understanding coupled with enough detail to flesh out the experience and the understanding.
- Title: INTRODUCTION TO STATISTICS WITH THE WOLFRAM LANGUAGE
- Author: Juan H. Klopper
- Paperback: $34.95 220 pages
- eBook: $19.95 220 pages
- Publisher: Wolfram Media, Inc.
- Publication Date: November 2020
- ISBN-13: 978-1-57955-033-2 (paperback)
- ISBN-13: 978-1-57955-034-9 (eBook)