ZZSC5806 数据科学家回归分析 · Regression Analysis for Data Scientists

ZZSC5806 是新南威尔士大学(UNSW Sydney,UNSW)的一门课,开设在Faculty of Science,属于 School of Mathematics & Statistics 领域。这一页汇总它的课程目录信息和新南学生留下的评价。

课程信息

中文课名:数据科学家回归分析

课程类型:Postgraduate course

学分:6

课程领域:School of Mathematics & Statistics

所属学院:Faculty of Science

层级:Postgraduate Level 5

目录年份:2026

课程简介

Regression is a set of statistical techniques widely used to analyse relationships between several variables. In this course, students will explore the applications of a range of regression techniques, including: linear regression; generalised linear models; logistic and Poisson models; penalised regression methods; variable selection and cross-validation; local and spline regression, including penalised, smoothing, regression, and thin plate splines; and generalised addit…

学生评价、难度与工作量

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