Statistics and Data Science


The Art of Statistics: How to Learn from Data
The Signal and the Noise: Why So Many Predictions Fail—But Some Don't
The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century
Pandas for Everyone: Python Data Analysis (Addison-Wesley Data & Analytics Series)
STATISTICAL METHODS
How to Make the World Add Up: Ten Rules for Thinking Differently About Numbers
The Seven Pillars of Statistical Wisdom
How Not to Be Wrong: The Power of Mathematical Thinking
Applied Logistic Regression (Wiley Series in Probability and Statistics)
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by
Jonas Björk
A Student's Guide to Analysis of Variance
OpenIntro Statistics
Statistics for People Who (Think They) Hate Statistics
Statistics in Plain English
How Charts Lie: Getting Smarter about Visual Information