Checking Multiple Regression Diagnostics Using Graphs

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This video covers key ideas for evaluating a multiple regression model in the context of the model fit in Sections 8.1 and 8.2.
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I believed that multivariate regression is different from multiple regression. The former is used, when we have more than one dependent variable. The case presented here should be of multiple regression.
Please correct me, if I am wrong.

nishaarora
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What is the difference between this video and the model selection video????

christophergray