Free Download Applied Statistical Learning: With Case Studies in Stata by Matthias Schonlau
English | EPUB (True) | 2023 | 339 Pages | ISBN : 3031333896 | 25.7 MB
This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects, each further chapter is devoted to a statistical learning algorithm or a group of related techniques. In particular, the book presents logistic regression, regularized linear models such as the Lasso, nearest neighbors, the Naive Bayes classifier, classification trees, random forests, boosting, support vector machines, feature engineering, neural networks, and stacking. It also explains how to construct n-gram variables from text data. Examples, conceptual exercises and exercises using software are featured throughout, together with case studies in Stata, mostly from the social sciences; true to the book's goal to facilitate the use of modern methods of data science in the field. Although mainly intended for upper undergraduate and graduate students in the social sciences, given its applied nature, the book will equally appeal to readers from other disciplines, including the health sciences, statistics, engineering and computer science.
[/b]
Applied Statistical Learning With Case Studies in Stata Torrent Download , Applied Statistical Learning With Case Studies in Stata Watch Free Link , Applied Statistical Learning With Case Studies in Stata Read Free Online , Applied Statistical Learning With Case Studies in Stata Download Online
Applied Statistical Learning With Case Studies in Stata Fast Download
Applied Statistical Learning With Case Studies in Stata Full Download
free Applied Statistical Learning With Case Studies in Stata, Downloads Applied Statistical Learning With Case Studies in Stata, Rapidgator Applied Statistical Learning With Case Studies in Stata, Nitroflare Applied Statistical Learning With Case Studies in Stata, Mediafire Applied Statistical Learning With Case Studies in Stata, Uploadgig Applied Statistical Learning With Case Studies in Stata, Mega Applied Statistical Learning With Case Studies in Stata, Torrent Download Applied Statistical Learning With Case Studies in Stata, HitFile Applied Statistical Learning With Case Studies in Stata , GoogleDrive Applied Statistical Learning With Case Studies in Stata,
Please feel free to post your Applied Statistical Learning With Case Studies in Stata Download, Tutorials, Ebook, Audio Books, Magazines, Software, Mp3, Free WSO Download , Free Courses Graphics , video, subtitle, sample, torrent, NFO, Crack, Patch,Rapidgator, mediafire,Mega, Serial, keygen, Watch online, requirements or whatever-related comments here.