The F Test, Comparing Two Variances, Problem 1

  Рет қаралды 66,647

Dane McGuckian

Dane McGuckian

Күн бұрын

In this video, we show how to conduct an F test to test hypotheses about the equality of two variances. As part of the process, we will show how to use an f table to find critical f values based on a pair of degrees of freedom and a given significance level.
This video is part of the content available for free at www.statsprofessor.com

Пікірлер: 60
@tumishoramodisa9602
@tumishoramodisa9602 Жыл бұрын
This guy explains a 2 hour lecture in only 8 minutes!🔥
@dmcguckian
@dmcguckian Жыл бұрын
Thanks 😊
@SeVeN-os3jl
@SeVeN-os3jl 8 ай бұрын
Because tomorrow is the exam, and we have no other option left other than to mug that up .. JK .... He explained greatly
@user-ju9wx1fv5u
@user-ju9wx1fv5u 5 ай бұрын
Thank you so much! This was explained so well and it helped me figure out how to compare two sets of data for my graduate thesis.
@ghalibhassan7047
@ghalibhassan7047 2 жыл бұрын
Thanks a lot sir. It helped a great deal.
@arshk3322
@arshk3322 2 жыл бұрын
Thank you so much. I couldn’t find practice problems on F test anywhere else on KZfaq. And you explained it so well.
@dmcguckian
@dmcguckian 2 жыл бұрын
You're very welcome!
@JitendraSingh-vo2xs
@JitendraSingh-vo2xs 29 күн бұрын
excellent explaination. Thanks
@bashatujuba5490
@bashatujuba5490 Жыл бұрын
thank you sir it helped a great deal
@nafiziqbal814
@nafiziqbal814 20 күн бұрын
Thanks
@aya20008
@aya20008 Жыл бұрын
What is the non-parametric equivalent to f test( violation of normality distribution and outliers), given that I have two groups? Thanks in advance.
@jaweriawahid6902
@jaweriawahid6902 2 жыл бұрын
Finally a helpful vedio. Thank you Sir 💝
@dmcguckian
@dmcguckian 2 жыл бұрын
You’re welcome!
@fabiocaldeira5934
@fabiocaldeira5934 Жыл бұрын
Do i always put the larger variance on top, if so how do i know which of the two populations will be the first degree of freedom. I use the the excel function to calculate these values
@nevilleatakere2203
@nevilleatakere2203 7 ай бұрын
You are the best!
@dmcguckian
@dmcguckian 6 ай бұрын
Thanks 😊
@hafsarizwanahmed5944
@hafsarizwanahmed5944 Жыл бұрын
Thanks man 👍
@dmcguckian
@dmcguckian Жыл бұрын
You’re welcome
@zyasmine5649
@zyasmine5649 3 жыл бұрын
Thank you so much
@dmcguckian
@dmcguckian 3 жыл бұрын
You’re welcome
@korirerick5066
@korirerick5066 Жыл бұрын
Make a video on when the sample size is large n>40 please
@dinesshr.t1312
@dinesshr.t1312 3 жыл бұрын
Thanks for your video sir I had a clarification.
@dmcguckian
@dmcguckian 3 жыл бұрын
You’re welcome
@gulhayoraxmonova3460
@gulhayoraxmonova3460 Жыл бұрын
thank you very much
@dmcguckian
@dmcguckian Жыл бұрын
You’re welcome
@zizojaezekeom3565
@zizojaezekeom3565 5 ай бұрын
Excuse me, Why didn't you multiply 13.12^2 with 16 and divide it by 15, same thing for the other distribution?
@ianrice9083
@ianrice9083 3 жыл бұрын
Super helpful video but why do you draw your 5's low to high? I have a friend that does low to high for everything but I only noticed you do it for 5's. Just wondering
@dmcguckian
@dmcguckian 3 жыл бұрын
I actually didn’t even realize I wrote them in a different way until I used a math app for mental exercises. The app wouldn’t take my answers whenever I had to write a five on the screen with my finger, so I tried writing an s whenever the answers had a 5. The app took the s as a 5, but not my fives no matter how carefully I wrote them. That is how I realized that I was writing them in the opposite order of most people. Believe it or not, none of my students in classrooms that I taught in ever mentioned it. Also, none of my elementary school teachers did either. I can say the normal way of writing them is better. It is much easier to write a proper five doing it the way everyone else does it.
@ianrice9083
@ianrice9083 3 жыл бұрын
@@dmcguckian That's a super cool story. Thanks! Keep up the good work!
@amaliarios78
@amaliarios78 3 жыл бұрын
Very nice video
@dmcguckian
@dmcguckian 3 жыл бұрын
Thank you
@alicezhou6252
@alicezhou6252 Жыл бұрын
Hi, just wanna ask why it's a two sided test but we only calculate one critical value? it's that (2.462) the p-value?
@dmcguckian
@dmcguckian Жыл бұрын
Hi Alice, we purposely organized our test stat and the claim to ensure that the largest sample variance would belong to the numerator of the test stat. This ensures that the test stat will be greater than one, so we only need to consider whether it is significantly large. This removes the need for the left critical value. The reason we do this is that it is a little difficult to get the lower critical value using our table (it’s not too difficult but we can avoid the need if we just make our sample with the largest sigma our first group).
@fahadimran6961
@fahadimran6961 3 жыл бұрын
thankyou sir
@dmcguckian
@dmcguckian 3 жыл бұрын
You’re welcome
@magdalenemark2757
@magdalenemark2757 2 жыл бұрын
Thanks sir
@dmcguckian
@dmcguckian 2 жыл бұрын
You're welcome
@szymonrudnicki3045
@szymonrudnicki3045 2 жыл бұрын
Shouldnt we also find a left critical value on the graph?
@dmcguckian
@dmcguckian 2 жыл бұрын
The f-table is a pain to use for the left critical value, so that is the reason we put the larger sample variance on top of the fraction. This ensures that we don't need to look at the left-sided critical value. If you want to find the left-sided critical value, you can visit my website and open the pdf notes for section 9.11. On the last page of those notes, you'll find a description of how to find the left critical value.
@pratikrai7263
@pratikrai7263 9 ай бұрын
Is it same if the question given is can we conclude there is difference in the variances
@dmcguckian
@dmcguckian 9 ай бұрын
It sounds like they are asking you to test a claim that two variances are unequal. That should be a two-tailed F test.
@acromegaman79
@acromegaman79 Жыл бұрын
Where does minus one come from when determining degrees of freedom?
@dmcguckian
@dmcguckian Жыл бұрын
The best answer is that it is derived from the proof relating to the t-distribution; however, if you want an intuitive way to think about it: for a given sample mean, you could randomly choose at most n-1 values and still have the n values produce the given mean. For example, if four values add to 400, the mean for that sample is 100 (100=400/4). You could randomly replace 3 of the four values with 0 and still end up with an average of 100 by making the last value 400, but you can’t randomly replace all 4 values and guarantee the same average. The last value needs to be selected to ensure the average remains 100, so we are free to choose any value for at most n-1 of the n values, but at least 1 value cannot be randomly generated if we want to still have the same mean.
@jacklim258
@jacklim258 2 жыл бұрын
How do we know if it is a two-tailed test?
@dmcguckian
@dmcguckian 2 жыл бұрын
The problem should say to test a claim that the variances are equal or it should say to test the claim that they are not equal. In either of those scenarios, the test is two-tailed.
@hafizaayesha6744
@hafizaayesha6744 2 жыл бұрын
Can we take the sequre of variance?
@dmcguckian
@dmcguckian 2 жыл бұрын
No, if you have the variances, you can just divide them to get your test stat.
@JhonnyStone100
@JhonnyStone100 2 жыл бұрын
🐐
@dmcguckian
@dmcguckian 2 жыл бұрын
:)
@korirerick5066
@korirerick5066 Жыл бұрын
I understood this like never
@UmarKhan-yg9wp
@UmarKhan-yg9wp 4 ай бұрын
why is it a two-tailed test ?
@llaaaza1911
@llaaaza1911 2 ай бұрын
Because of the equality. All the inequalities are one tail because they are either greater than or more than. The equality is two tailed because it has a boundary on the left (less than) and on the right (more than)
@RacineDavid-op6vr
@RacineDavid-op6vr Жыл бұрын
Why are you dividing the significance level by 2??
@semaatalan
@semaatalan 2 ай бұрын
I thing it is not correct. If two tailed ve should dividing the significance level by 2
@nurlatifahmohdnor8939
@nurlatifahmohdnor8939 2 жыл бұрын
no-ta = note ka-ki = foot 20 Murray, C. A. (1984)
@nurlatifahmohdnor8939
@nurlatifahmohdnor8939 2 жыл бұрын
Me-ra' slang. = Im-ra'ah Meran = Am-ran or maybe Im-ran Our relatives in Lu-rah Bi-lut. My mother's cousin. Her grandmother's daughter's son. She married 2 times in her life. Both men are from the same village. K. L.
@mugithmugeez6780
@mugithmugeez6780 3 жыл бұрын
the voice is very low
@dmcguckian
@dmcguckian 3 жыл бұрын
It seems fine on my end. Sorry it’s not loud enough for you. Maybe try headphones.
@mugithmugeez6780
@mugithmugeez6780 3 жыл бұрын
@@dmcguckian thanks
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