Computer Age Statistical Inference
Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs (Series Number 5))
Bradley Efron
Explore the breathtaking expansion of statistical methodology in the twenty-first century with this book. From 'big data' to 'machine learning', discover the modern statistical methods revolutionizing science and commerce. Delve into classical inferential theories and influential topics like neural networks, random forests, and Markov chain Monte Carlo. With a modern approach integrating methodology and algorithms, the book also speculates on the future direction of statistics and data science.