Multiple Regression: Theory and Excel Calculation

Multiple Regression: Theory and Excel Calculation

Assessment

Interactive Video

Mathematics

9th - 12th Grade

Hard

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FREE Resource

The video tutorial explains the concepts of simple and multiple linear regression, focusing on the use of Excel for analysis. It covers the theory behind regression, emphasizing the importance of continuous variables, r-squared, and p-value. The tutorial provides a step-by-step guide to performing multiple regression in Excel and interpreting the results, including constructing models and understanding the significance of variables.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the role of coefficients in regression models?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of running a multiple regression in Excel as outlined in the text.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What factors should be considered when determining which variables to include in a regression model?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How can one interpret the results of a regression analysis based on the r-squared value?

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