{"product_id":"all-of-statistics","title":"All of Statistics","description":"\u003cp\u003eTaken 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.\u003c\/p\u003e\u003cp\u003eThis 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\u003c\/p\u003e\u003cp\u003eincludes 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\u003c\/p\u003e\u003cp\u003eprevious 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\u003c\/p\u003e\u003cp\u003edepartments 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\u003c\/p\u003e\u003cp\u003estatistical 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\u003c\/p\u003e\u003cp\u003etheory and methodology. Clever data mining algo­ rithms are more scalable than statisticians ever thought possible. Formal sta­ tistical theory is more pervasive than computer scientists had realized.\u003c\/p\u003e","brand":"Springer Nature B.V.","offers":[{"title":"Default Title","offer_id":67657069035887,"sku":"9780387402727","price":603.74,"currency_code":"BRL","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0921\/9384\/9711\/files\/0387402721.jpg?v=1791043885","url":"https:\/\/internacional.umlivro.com.br\/products\/all-of-statistics","provider":"UmLivro Internacional","version":"1.0","type":"link"}