Regression Output Explained

See the whole regression series here:

It's a long one, but feel free to use the hyperlinks below to skip to the bit of particular interest.

Intro 0:00
Dataset described 1:07
Quick Recap (feel free to skip) 2:43

ANOVA SECTION 10:05
SS - sum of squares 11:08
R-squared 12:29
df - degrees of freedom 13:43
MS - mean square 14:20
F-test 14:36
p-value 16:04
SER or Root MSE 16:32

VARIABLES SECTION 19:19
Coefficients 20:51
Standard error 24:33
t-statistic 25:16
p-value 26:14
95% Confidence interval 32:00

[HazardousAbacus]

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[danrfletch]

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[sefakoragormor]

An entire semester of work that I didn't understand... summed up into a 30 minute video that makes complete sense. Very grateful for the explanation.Thank you so much.

[muhammadawwalharuna]

It's 2022 and this is the best video on regression on YT. Thank you so much.

[sahandrajabi]

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[ahnafislam]

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[iceesky]

i could not stand to watch 5+ hours of regression lectures i couldnt even understand in class, but i just watched an hour worth of the first three vids in this regression series and immediately understood the lesson! I am so thankful these vids exists for free so I am now able to catch up with the class!

[jacob_he_reads]

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[MrDiakosant]

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[cosibaakpabot]

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[mattagueli]

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[Nazeerul_Hazard]

In my statistics class, all I was taught is if the P value is less than 0.05 then the predictor is meaningful. But this video explains all the technical aspects behind this rule. Thanks for this beautiful explanation

[erikabloom]

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[AlexKashie]

Man thank you so much... You have no idea of the number of classes I took in Statistics and still couldn't understand how to frame the Hypothesis and how to read the output of the regression. Thank you so much, you are a Star. I will share this playlist with my classmates
Cheers

[samuelmorrison]

Hi Zed, it's 2018, and your series fo regression videos are​ still one of the best out there. finally, regression is beginning to make sense. thanks for the videos.

[alphar]

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[xsnakex]

While I have already graduated with a degree in Finance I struggled with regression and never truly comfortable with it. Now I'm applying for some analysts positions and wanted to review material i wish i would have looked sooner this is explained in a way that is making a lot more sense to me now than when my professor did.

[Muhii]

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