Linear Regression and Modeling

所在平台: CourseraArchive

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大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/linear-regression-model

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课程简介

Duke University

课程大纲

This short module introduces basics about Coursera specializations and courses in general, this specialization: Statistics with R, and this course: Linear Regression and Modeling. Please take several minutes to browse them through. Thanks for joining us in this course!

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课程详情

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test score for a child based on certain characteristics of his or her mother? In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio.

线性回归和建模:本课程介绍简单和多个线性回归模型。这些模型使您可以评估数据集中的变量与连续响应变量之间的关系。教授的身体吸引力与学生的评价分数之间是否有关系?我们可以根据孩子的母亲的某些特征来预测孩子的考试成绩吗?在本课程中,您将学习线性回归背后的基本理论,并通过数据示例,学习使用免费的统计软件R和RStudio来拟合,检验和利用回归模型来检验多个变量之间的关系。

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