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CFA® Level I Quantitative Methods - Simple Linear Regression (ANOVA, SEE, R2)

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PrepNuggets

PrepNuggets

Жыл бұрын

This is an excerpt from our comprehensive animation library for CFA candidates. For more materials to help you ace the CFA Exam, head on down to prepnuggets.com.
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ANOVA (Analysis of Variance) is a statistical test used to determine if there is a significant difference between the means of two or more groups. In simple linear regression, ANOVA is used to determine if the regression model is significantly better than just predicting the mean of the dependent variable.
SEE (Standard Error of the Estimate) is a measure of the accuracy of the regression model. It represents the average distance that the observed values fall from the regression line. A smaller SEE indicates a better fitting model.
R-squared is a measure of how well the regression model fits the data. It represents the percentage of the variance in the dependent variable that is explained by the independent variable. A higher R-squared value indicates a better fitting model.

Пікірлер: 13
@DurjoyRoy-ll4zt
@DurjoyRoy-ll4zt 15 күн бұрын
SO MUCH USEFUL content in just 7 minutes... THANK YOU! Hope you keep up the good work!
@PrepNuggets
@PrepNuggets 13 күн бұрын
Glad it was helpful!
@MegawatiMegawati-z2j
@MegawatiMegawati-z2j Ай бұрын
Thanks for sharing this video, it's very helpful for learning SLR.
@PrepNuggets
@PrepNuggets Ай бұрын
Glad it was helpful!
@anshugupta1199
@anshugupta1199 Ай бұрын
Thank you for posting the video.
@PrepNuggets
@PrepNuggets Ай бұрын
You're welcome
@vidhibangur5867
@vidhibangur5867 21 күн бұрын
Very nice explanation. Thank you so much.
@PrepNuggets
@PrepNuggets 18 күн бұрын
You are welcome!
@KatieLee-g3p
@KatieLee-g3p 12 күн бұрын
Why are you so amazing?
@ahsanchowdhury2193
@ahsanchowdhury2193 9 ай бұрын
Very precise
@travisbradfield1311
@travisbradfield1311 3 ай бұрын
Brilliant
@gamingcastle2296
@gamingcastle2296 8 ай бұрын
Where is part 1?
@thanhomerae
@thanhomerae 6 ай бұрын
still couldn't understand what it is talking about....
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