Description
Book Synopsis: 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 science, mathematics, statistics, and related disciplines. The book includes modern topics like non-parametric curve estimation, bootstrapping, and classification, 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 analysing data.
Details
Looking to dive into the world of probability and statistics? Look no further than "All of Statistics: A Concise Course in Statistical Inference." This comprehensive book covers a wide range of topics, going beyond what you would find in a typical introductory book. Whether you're a graduate or an advanced undergraduate student, this book is perfect for those in computer science, mathematics, statistics, and related disciplines.
What sets "All of Statistics" apart from other books is its focus on modern topics like non-parametric curve estimation, bootstrapping, and classification. These are usually covered in follow-up courses, but here, you get it all in one place. Leave no stone unturned in your quest to master probability and statistics.
Don't let the idea of delving into mathematical concepts deter you. This book assumes that you have a basic understanding of calculus and linear algebra, so you're already one step ahead. But fear not if you lack previous knowledge of probability and statistics - this book is specifically designed to teach you everything you need to know, from the ground up.
Statistics, data mining, and machine learning are all fields that heavily rely on collecting and analyzing data. With "All of Statistics," you'll gain the skills and knowledge to excel in these areas. Plus, you'll have a solid foundation that you can build upon for further studies and research.
Ready to take your understanding of probability and statistics to the next level? Get your hands on "All of Statistics: A Concise Course in Statistical Inference" today and unlock the power of data analysis. Click here to buy now!
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