Think Stats Probability and Statistics for Programmers

• Tác giả: Allen B Downey
• Ngôn ngữ: eng
• ISBN-13: 978-1491907337
• Thông tin xuất bản: [Place of publication not identified] Green Tea Press 2014
• Mô tả vật lý: 1 online resource
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 191905
• Chủ đề: 1. Computer Science

Tóm tắt

Think Stats is an introduction to Probability and Statistics for Python programmers. Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets. If you have basic skills in Python, you can use them to learn concepts in probability and statistics. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). Many of the exercises use short programs to run experiments and help readers develop understanding.