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数据科学多元统计学 08：线性和二次分类

墨尔本大学 MAST90138 课程笔记

Lecture 08 线性和二次分类参考教材： Hardle, W. and Simar, L (2015). Applied multivariate statistical analysis, 4th edition. Hastie, T. Tibshirani, R. and Friedman, J. (2009). The elements of statistica...

Posted by YEY on September 22, 2020

计算统计学与数据科学 12：Q & A

墨尔本大学 MAST90083 课程笔记

Lecture 12 Q&A 参考教材： Gareth, J., Daniela, W., Trevor, H., & Robert, T. (2013). An intruduction to statistical learning: with applications in R. Spinger. Hastie, T., Tibshirani, R., &...

Posted by YEY on September 21, 2020

数据科学多元统计学 07：因子分析

墨尔本大学 MAST90138 课程笔记

Lecture 07 因子分析参考教材： Hardle, W. and Simar, L (2015). Applied multivariate statistical analysis, 4th edition. Hastie, T. Tibshirani, R. and Friedman, J. (2009). The elements of statistical l...

Posted by YEY on September 15, 2020

计算统计学与数据科学 07：非线性模型

墨尔本大学 MAST90083 课程笔记

Lecture 07 非线性模型参考教材： Gareth, J., Daniela, W., Trevor, H., & Robert, T. (2013). An intruduction to statistical learning: with applications in R. Spinger. Hastie, T., Tibshirani, R., &am...

Posted by YEY on September 14, 2020

数据科学多元统计学 06：主成分分析 (三)

墨尔本大学 MAST90138 课程笔记

Lecture 06 主成分分析 (三) 参考教材： Hardle, W. and Simar, L (2015). Applied multivariate statistical analysis, 4th edition. Hastie, T. Tibshirani, R. and Friedman, J. (2009). The elements of statisti...

Posted by YEY on September 8, 2020