How to Read the Coefficient Table Used In SPSS Regression

Visual explanation on how to read the Coefficient table generated by SPSS. Includes step by step explanation of each calculated value. Includes explanation plus visual explanation. Includes explanation on how to calculate the betas, standard error and standardized coefficients.

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[CaitlinDuncan]

I've watched so many videos trying to learn what all these output tables mean, and this is the first one that actually explains them well! Thank you!

[jessih.]

This video was the greatest one among all others which I have searched for regression output interpretation. Thank you.

[therealman]

Above all, I greatly appreciate your efforts of making these videos. As a second language student in U.S.. I do have difficulties in learning some stuff in the class. However, I carefully watched your videos. They helped me a lot. You contributed a lot for the ones who are willing to learn things but have varites obstacles. By the way, you are a genius in interpreting academic things. I'm your big fan!

[jenn]

You explained how to get them, but you did not explain what they mean. You did not interpret them. How to interpret the t-value or standard error? How would we explain the results??

[Rebekahgzls]

GREAT. Thank you for taking the time to really explain each step. There are many of us taking advanced statistics as part of a social science program, who are NOT usually able to think *this way*. Ok, maybe it's just me, but still. Thanks.

[kimdinnie]

I hope this does not sound weird but the voice-over is really calming and I love the soothing visual explanation.

[liamfischback]

This is by FAR the best explanation series I've ever seen. Thank you so much for the break down

[AnhTran-udsj]

the greatest and the most helpful tool to learn econometrics. This saved me!

[catherineplichta]

Thank you so much! This saved me because I was clueless before I saw this.... Thank you for explaining the calculations at length.

[theOneGuy]

This video has helped me a lot. Thanks! I was having trouble interpreting some of my results and couldn't ask any T.A's as the assignment was last minute. This was for STATS 278.

Again, Thank you!

[statisticsfun]

Thank you for your compliment. I don't have anything on LN or LOG at this time, but it is something I plan to add.

[noormilon]

Oh, really great presentation. Earlier, I was confused to see that figure in SPSS output. I didn't realize that meaning at that time and how that figure came. Now I clearly understand the coefficients. Thanks, @statisticsfun.

[statisticsfun]

Great observation. I am actually treating the constant as a variable as well. This is why I am using n-3 instead of n-k-1 where k is absences and SAT scores.

[kondeteemo]

You have my complete respect and admiration for such an amazing work, Sir! Thank you for sharing this knowledge with such grace and simplicity.

[maheswarisrinivasan]

This is the best video of all the statistics video that I have seen .thank you

[statisticsfun]

Good question. The -.527 means there is a negative relationship between absences and grades. The more absences a student has the lower the grade.

[refticon]

Best explanatory video I've seen in a while ! Thanks!

[sarahkamara]

You are the best teacher in the world.

[mouslimkourakaev]

Hello! Just wanted to thank you and say that I think you are incredibly good at explaining. Thank you for the videos and hope that you will not stop sharing your knowledge. Good Luck in everything you do!

[statisticsfun]

Evan, that is a good question. This video is part of a larger playlist (the 2nd video in the playlist). There is a link to the playlist in the video description and I discuss how the coefficients are calculated in that first video. Make sense?