Applied Statistical Learning
portes grátis
Applied Statistical Learning
With Case Studies in Stata
Schonlau, Matthias
Springer International Publishing AG
08/2023
332
Dura
Inglês
9783031333897
15 a 20 dias
Descrição não disponível.
Preface.- 1 Prologue.- 2 Statistical Learning: Concepts.- 3 Statistical Learning: Practical Aspects.- 4 Logistic Regression.- 5 Lasso and Friends.- 6 Working with Text Data.- 7 Nearest Neighbors.- 8 The Naive Bayes Classifier.- 9 Trees.- 10 Random Forests.- 11 Boosting.- 12 Support Vector Machines.- 13 Feature Engineering.- 14 Neural Networks.- 15 Stacking.- Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Statistical Learning;Machine Learning;Stata;Applications in the Social Sciences;Case Studies;Text Data;Neural Networks;Trees;Random Forests;Support Vector Machines;Data Science Methods in the Social Sciences;Applied Statistical Learning;Data Science;Data Analytics
Preface.- 1 Prologue.- 2 Statistical Learning: Concepts.- 3 Statistical Learning: Practical Aspects.- 4 Logistic Regression.- 5 Lasso and Friends.- 6 Working with Text Data.- 7 Nearest Neighbors.- 8 The Naive Bayes Classifier.- 9 Trees.- 10 Random Forests.- 11 Boosting.- 12 Support Vector Machines.- 13 Feature Engineering.- 14 Neural Networks.- 15 Stacking.- Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
