All of Statistics: A Concise Course in Statistical InferenceLarry Wasserman / Jul 19, 2019
All of Statistics A Concise Course in Statistical Inference Taken literally the title All of Statistics is an exaggeration But in spirit the title is apt as the book does cover a much broader range of topics than a typical introductory book on mathematical
Taken literally, the title All of Statistics is an exaggeration But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics This book is for people who want to learn probability and statistics quickly It is suitable for graduate or advanced undergraduate students in computer scienceTaken literally, the title All of Statistics is an exaggeration But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics This book is for people who want to learn probability and statistics quickly It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines The book includes modern topics like nonparametric curve estimation, bootstrapping, and clas sification, topics that are usually relegated to follow up courses The reader is presumed to know calculus and a little linear algebra No previous knowledge of probability and statistics is required Statistics, data mining, and machine learning are all concerned with collecting and analyzing data For some time, statistics research was con ducted in statistics departments while data mining and machine learning re search was conducted in computer science departments Statisticians thought that computer scientists were reinventing the wheel Computer scientists thought that statistical theory didn t apply to their problems Things are changing Statisticians now recognize that computer scientists are making novel contributions while computer scientists now recognize the generality of statistical theory and methodology Clever data mining algo rithms are scalable than statisticians ever thought possible Formal sta tistical theory is pervasive than computer scientists had realized.
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☆ All of Statistics: A Concise Course in Statistical Inference || ✓ PDF Read by à Larry Wasserman 307 Larry Wasserman
Title: ☆ All of Statistics: A Concise Course in Statistical Inference || ✓ PDF Read by à Larry Wasserman