Statistical Regression and Classification:From Linear Models to Machine Learning(Chapman & Hall/CRC Texts in Statistical Science)
统计回归与分类:从线性模型到机器学习
经济统计学This text provides a modern introduction to regression and classification with an emphasis on big data and R. The main body uses math stat sparingly and always in the context of something concrete; readers can skip the math stat content entirely if they wish. The ’extras’ section is for those who feel comfortable with analysis using math stat.