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1
Intro
2
Summary of simple linear regression
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Loading data
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Viewing data
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Description of dataset
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Pairwise scatter plot
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Building multiple linear regression model
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Model summary
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New model dropping Service
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New model dropping Food
Description:
Learn how to build and select multiple linear regression models in this 15-minute tutorial. Explore the process from simple linear regression to more complex models, including data loading, visualization, and dataset description. Discover techniques for creating pairwise scatter plots and constructing multiple linear regression models. Analyze model summaries and understand the impact of dropping variables like Service and Food from the model. Gain practical insights into model building and selection for effective statistical analysis.

Multiple Linear Regression: Model Building and Selection

NPTEL-NOC IITM
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