Allen B. Downey: Books and Notebooks

Online versions of my books and their companion notebooks. For my blog, newsletter, and everything else, see allendowney.com.

Books

• Probably Overthinking It: how to use data to answer questions, avoid statistical traps, and make better decisions
• You Would Choose Now: decades of survey data on changing attitudes in the United States
• Think Stats, 3rd edition: exploratory data analysis in Python
• Think Bayes, 2nd edition: Bayesian statistics in Python
• Think Python, 3rd edition: an introduction to programming
• Elements of Data Science: data science in Python for people with no programming experience
• Modeling and Simulation in Python
• Think Complexity, 2nd edition: complexity science and computational modeling
• Think DSP: digital signal processing in Python
• Data Structures and Information Retrieval in Python
• The Little Book of Semaphores

Other projects

• Data Q&A: questions and answers about data and statistics
• Astronomical Data in Python
• Survival Analysis in Python