Using Linear Models for t-tests and ANOVA, Clearly Explained!!!

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Correction:
7:40 There should be parentheses around the SS differences in the F-statistics to have correct equations; (SS(mean)-SS(fit))/(p_fit-p_mean)

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[elnurazhalieva]

Rarely do I recommend a youtube channel for someone, but this channel is must-watch!

[luig]

I literally watch your videos as if I'm watching TV. I don't know how you've pulled this off but you are incredible

[redaaitouahmed]

You're making the life of a student so much easier and happier ... !!!

[hadihadiyar]

Hi, I got my master in Epidemiology, trying to review statistics and found your channel, you are awesome, you really make statistics easy to understand, TRIPLE BAM for you

[PunmasterSTP]

I remember learning about t-tests well before linear regression, but it's cool seeing things applied in a different way, especially while going into the deeper concepts. This whole playlist is a stats and machine-learning goldmine!

[Russet_Mantle]

This is a really smooth transition from linear models to ANOVA, which is sadly not covered in many stats textbooks.

[justalittleguy]

i am seriously failing my beginner stats course because try as i might the lectures are quite literally incomprehensible. i owe you my life!!! thank you for these amazing videos -- i feel like this is the first time ALL semester I am understanding something!

[justind]

It actually takes me a while to realize the F-statistic shown in this video is the same as standard T-statistics. Great vid!

[DamianEQuijanoA]

Hablo muy poco inglés, pero tu metodología de enseñanza( es muy profesional) es magnífica. A pesar que es inglés, yo logro entender mejor que todas las clases de estadísticas en español. Haces un enorme esfuerzo para que tus clases sean intuitivas y fáciles de comprender para personas no expertas en estadísticas. Te felicito.

[rwei]

this is the clearest explanation of design matrices I've ever seen!! Thank you soooo much Joshua!

[amorrismusic]

Never in my life has learning math been easier. Excellent work Josh!

[ashmeetsingh]

Love the channel, one request to put some more statquests practising different stats model on different data sets! Thanks so much, binged the whole playlist

[Sn-nwzb]

Wow, this is smart way to explain ANOVA test, it looks so complicated at first, now it looks straight forward after resembling with linear regression. Great video!!!

[zahrahadavand]

Awesome, there's nothing that can't be understood when you explain it, thanks a millionnnn

[bzfjfkm]

You are blessed and STAY BLESSED. You significantly changed my life with STAT!!!

[xxMissCaprIce]

I think you might have just saved my life. This is so clearly explained, thank you!

[howardip]

Your videos are very well-prepared and informative. Great teaching materials. You are so generous. Thanks a million.

[charlotteiosson]

These videos are brilliant! I'm completing my PhD and there really isn't enough statistics support available which is as accessible as these videos (and considering we're meant to be doing research, that's not really good enough!) - thanks!

[baharehbehrooziasl]

The interesting thing about this video is that it taught me something that I haven't noticed I didn't know!

[clarasavary]

Thank you very much for all your clear explanations.

It's a real pleasure to listen to you and learn more about Statistics !