ANOVA (Analysis of Variance) Analysis - FULLY EXPLAINED!!!

  Рет қаралды 79,044

Green Belt Academy

Green Belt Academy

Күн бұрын

In this video I will explain how Analysis of Variance (ANOVA) works, and why we use it!!!
3:12 - Terminology in ANOVA
9:20 - Mean Squares (MS) and Variance
10:50 - Why do We Use Variance for Mean Values?
18:39 - Calculating the Mean Square, Sum of Squares and Degrees of Freedom of the Treatment
20:48 - Calculating the Mean Square, Sum of Squares and Degrees of Freedom of the Error
22:40 - Calculating the Total Sum of Square and Total Degrees of Freedom
24:18 - Calculating the F-Value
24:59 - The Critical F-Value (Accept/Reject Decision)
28:46 - A Great ANOVA Resource (Free Top 10 Topic Course)
greenbeltacademy.com/ANOVA
29:17 - A Great Free Resource (Free Top 10 Topic Course)
greenbeltacademy.com/freecourse
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Пікірлер: 193
@Jogadora_109
@Jogadora_109 4 ай бұрын
You clarified in 30 minutes what my professor confused me about for three months. Thank you -- you're an excellent teacher.
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
Wow, thank you! I appreciate that, and I"m happy to help!
@mahendradhungel8011
@mahendradhungel8011 2 ай бұрын
@@greenbeltacademy same here, if i found this video, I would rather pay you!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
@@mahendradhungel8011 thanks for the awesome feedback, I'm happy to help!
@arishmahmood8581
@arishmahmood8581 6 күн бұрын
One of the best teacher in my life. He made complicated thing like a cake
@CQEAcademy
@CQEAcademy 4 күн бұрын
Thanks!
@Kira-vs4np
@Kira-vs4np 2 ай бұрын
Hands down the best explanation of ANOVA on yt
@CQEAcademy
@CQEAcademy 2 ай бұрын
Wow, thank you so much, I appreciate that!
@sidtamang4728
@sidtamang4728 3 ай бұрын
Thanks for condensing the entire ANOVA concept and your hours and hours of effort into 30 minutes and explaining it so succinctly. Thanks!!
@Newreelshare
@Newreelshare 5 ай бұрын
This is the best video on ANOVA ever made
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
Wow, thanks!
@katlawliss9496
@katlawliss9496 6 ай бұрын
Thank you so much. I've spent weeks looking for a video like this one.
@greenbeltacademy
@greenbeltacademy 6 ай бұрын
You're absolutely welcome!!!
@danieltesfay6690
@danieltesfay6690 Жыл бұрын
Thanks Andy for sharing this great video!!!
@CQEAcademy
@CQEAcademy Жыл бұрын
Thanks Daniel!!
@user-qg6bl5ff8c
@user-qg6bl5ff8c 7 ай бұрын
Finally, ANOVA makes sense to me! Very well explained! Thanks Andy. I have subscribed to the channel for more useful videos as such
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
Thank you so much for the fantastic feedback!
@adebayoolufemi2074
@adebayoolufemi2074 4 ай бұрын
The best I have seen so far. The example alone does wonders ❤
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
Thanks!!
@cyrus_mbui
@cyrus_mbui 5 ай бұрын
Fantastic explanation. Loved how you delivered it. Cheers Andy.
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
You're absolutely welcome, and thanks for the comment!!
@CADable
@CADable 5 ай бұрын
An Excellent Overview of ANOVA. Highly Recommended!
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
Thank you!! I appreciate that!
@chenfan3515
@chenfan3515 Ай бұрын
very clear explanation!!! I now know what is ANOVA 🥰 (learned it several times but unclear about its core meaning 😮‍💨
@greenbeltacademy
@greenbeltacademy Ай бұрын
Awesome!
@karegaral
@karegaral 8 ай бұрын
Best explanation so far! thank you!
@greenbeltacademy
@greenbeltacademy 8 ай бұрын
Thank you!!!
@ayujas
@ayujas 9 күн бұрын
Best explanation so far, really great job!!
@greenbeltacademy
@greenbeltacademy 7 күн бұрын
Thank you!
@SaikrishnaGameplays
@SaikrishnaGameplays 2 ай бұрын
Thank you so much! You have done what so many books and so many youtube videos couldn't do: which is to make me understand ANOVA. You are a hero .... God bless
@CQEAcademy
@CQEAcademy 2 ай бұрын
You're absolutely welcome, I'm happy to help!!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
hahaha, thank you!! I appreciate that!
@robertgernat2236
@robertgernat2236 Ай бұрын
You really changed my prospect toward biostatistics ( MD. by the way ), getting my Masters in Clinical Research. I really enjoyed it , believe me. Thank you. Really!!
@baharcetinsoy1194
@baharcetinsoy1194 2 ай бұрын
The Anova Test couldn't have been explained better! Thank you for this video!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
Wow, thanks!!
@indrebeaty8309
@indrebeaty8309 2 ай бұрын
Excellent video !!! Super explanation ! Thank you so much !
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
You're absolutely welcome, and thank you so much for the kind comment!
@kennedykalaluka2470
@kennedykalaluka2470 Ай бұрын
Thank you so much. Enjoyed the lecture.
@marcellabernardo1
@marcellabernardo1 4 ай бұрын
Great explanation! Thank you so much!
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
You're absolutely welcome!
@mohamedbelazreg9949
@mohamedbelazreg9949 Жыл бұрын
WAW ! what a useful video Thank's for this wonderful explanation
@greenbeltacademy
@greenbeltacademy Жыл бұрын
You're absolutely welcome!!!
@revisionandthewritingproce846
@revisionandthewritingproce846 2 ай бұрын
BEST Anova video EVER!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
Thanks!!
@Sawdust6666
@Sawdust6666 4 күн бұрын
Thank you that was superbly done. Massive help for my assessment
@CQEAcademy
@CQEAcademy 4 күн бұрын
You're absolutely welcome!
@rayped2771
@rayped2771 7 ай бұрын
MY GUY!!! Thank you, super well explained video. Thank you so so much :)
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
Wow, thank you so much, I appreciate that!
@MerieyeM
@MerieyeM 6 ай бұрын
Thanks a lot for the extremly well explained ANOVA video.I have been struggeling with this subject in stats. Until i came accros your video! Greetings from Holland!
@greenbeltacademy
@greenbeltacademy 6 ай бұрын
You're absolutely welcome!! I'm happy to help!!
@Error_Mode1219
@Error_Mode1219 Ай бұрын
hands down fantastic video 👏👏👏please don't stop making awesome videos like this sir
@greenbeltacademy
@greenbeltacademy Ай бұрын
You're absolutely welcome!
@ismaelkinoti962
@ismaelkinoti962 2 ай бұрын
You have made Perfect and simple-to-follow explanations regarding ANOVA... Saved me a lot of time and energy. Thank you so much!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
You're absolutely welcome!!
@jawadhafeez901
@jawadhafeez901 6 ай бұрын
Thanks Andy...it was great video! one checked towards the preparation of final exam!!!!
@greenbeltacademy
@greenbeltacademy 6 ай бұрын
Thank you!!!
@bryanchen4703
@bryanchen4703 10 ай бұрын
Fully, well expalined! Much better than our profs lol
@greenbeltacademy
@greenbeltacademy 10 ай бұрын
You're welcome Bryan!
@abhishek8686
@abhishek8686 2 ай бұрын
Crystal clear explanation, thanks!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
You're welcome!
@honggle1874
@honggle1874 7 ай бұрын
Thank you so so much...I finally understood ANOVA!!!!
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
You're welcome!!! I"m happy to help!
@shuyiyu4113
@shuyiyu4113 Ай бұрын
Best ANOVA explanation in YT!!! Love how you repeated key concept again and again, now its completely clarified from the confusion i got before watching.
@greenbeltacademy
@greenbeltacademy Ай бұрын
Thank you!!!
@thomasabbott1757
@thomasabbott1757 7 ай бұрын
Fantastic video. Thank you
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
You're welcome!!!
@mnmusher1
@mnmusher1 3 ай бұрын
Great Presentation!
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
Thanks!
@ghettosupastar7226
@ghettosupastar7226 2 ай бұрын
Incredibly clear explanation 5/5 stars !!!!!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
Thank you! I"m glad you enjoyed it!
@khushboosurana6229
@khushboosurana6229 Жыл бұрын
Thanks Andy, the example really helps
@greenbeltacademy
@greenbeltacademy Жыл бұрын
You're welcome Khushboo!!
@alfaproximacentauri5335
@alfaproximacentauri5335 7 ай бұрын
Great video, super explanations, elegant English (that even I can well understand)!
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
Thank you!!!
@user-nh1ql8gr5n
@user-nh1ql8gr5n 6 ай бұрын
That incredible, well explanation
@CQEAcademy
@CQEAcademy 6 ай бұрын
Thank you!!!
@uthirapathi4453
@uthirapathi4453 2 ай бұрын
Very nice explanations. This lecture got me to understand well.
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
Thanks for the awesome feedback!
@nelsona.s.7017
@nelsona.s.7017 7 ай бұрын
Wow, you are so good. This was well explained.
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
Thanks! I appreciate the comment!
@mmathaborantsieng7586
@mmathaborantsieng7586 9 ай бұрын
Thank you so much this was really helpful! 💕💕💕
@CQEAcademy
@CQEAcademy 9 ай бұрын
You're welcome!
@AnnMarieCarrier
@AnnMarieCarrier 2 ай бұрын
Thank you. Very Helpful conceptual model!
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
You're welcome!!
@michaeljhonramos4823
@michaeljhonramos4823 Ай бұрын
Thank you so much!!!! This is very helpful I hope you will discuss more in statistics like One way to two way anova, chi square and etc.
@jim2218
@jim2218 4 ай бұрын
Great presentation!
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
Thanks!
@somayehgholami1334
@somayehgholami1334 10 ай бұрын
Thank you very much. It is really Great video👏👏👏
@greenbeltacademy
@greenbeltacademy 10 ай бұрын
You're welcome!!!
@jai.jai.jaishree
@jai.jai.jaishree 11 күн бұрын
Very well explained especially the null hypothesis :-) THank you
@greenbeltacademy
@greenbeltacademy 7 күн бұрын
Thanks, I'm glad you enjoyed it!
@user-um6se8hg8e
@user-um6se8hg8e 6 ай бұрын
This is an incredible video, thank you so much for making it, very helpful to me as a college student!
@CQEAcademy
@CQEAcademy 6 ай бұрын
You're absolutely welcome!!!
@greenbeltacademy
@greenbeltacademy 6 ай бұрын
You're welcome!
@belgischial59
@belgischial59 11 ай бұрын
Very good explanation....congratulation...!!!!
@CQEAcademy
@CQEAcademy 11 ай бұрын
Thanks, and you're welcome!!
@quanghuyluu9464
@quanghuyluu9464 9 ай бұрын
Thank u for sharing! It's very easy to understand for me despite English is my second language. Great video
@greenbeltacademy
@greenbeltacademy 9 ай бұрын
You're welcome!!!
@sibongakonkemathunjwa2902
@sibongakonkemathunjwa2902 4 ай бұрын
This is an excellent video
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
Thanks!
@TheYoungBillionaire17
@TheYoungBillionaire17 5 ай бұрын
Well explained, thank you so much 🎉
@CQEAcademy
@CQEAcademy 5 ай бұрын
You're absolutely welcome!
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
You're absolutely welcome!!
@ferenebyu8911
@ferenebyu8911 8 ай бұрын
Simple and clear explanation 👌 tnx
@greenbeltacademy
@greenbeltacademy 8 ай бұрын
You're absolutely welcome!
@parisaghanad8042
@parisaghanad8042 10 ай бұрын
Great video, thank you
@CQEAcademy
@CQEAcademy 10 ай бұрын
You're absolutely welcome!
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
You're welcome!!
@TochukwuVictor-qe4xd
@TochukwuVictor-qe4xd Жыл бұрын
Thanks for your time and effort sir. Great video
@CQEAcademy
@CQEAcademy Жыл бұрын
You're welcome!!
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
You're welcome!
@benedictansiahfrimpong84
@benedictansiahfrimpong84 Жыл бұрын
👏👏👏Great video, I just came across it and it’s informative. Thank for the patience in explaining every step in details.
@greenbeltacademy
@greenbeltacademy Жыл бұрын
You're absolutely welcome, I'm glad you liked it!!
@user-rt3of5lc1u
@user-rt3of5lc1u Ай бұрын
Thank you so much
@greenbeltacademy
@greenbeltacademy Ай бұрын
You're welcome!
@vini202710
@vini202710 Ай бұрын
awesome. Thank u so much
@CQEAcademy
@CQEAcademy Ай бұрын
You're welcome!
@TaySwift332
@TaySwift332 2 ай бұрын
Thank you!!!!
@CQEAcademy
@CQEAcademy 2 ай бұрын
You're welcome!
@ideejikepatrick3002
@ideejikepatrick3002 7 ай бұрын
Thank you very much for this your detailed explanation of ANOVA, I can comfortably use ANOVA in analysis. How i wish i can see, excel and sql video like this. Thank you Sir.
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
You're absolutely welcome!! I'm happy to help!
@thangamaninmamit-civil6860
@thangamaninmamit-civil6860 Жыл бұрын
Very useful
@greenbeltacademy
@greenbeltacademy Жыл бұрын
Thanks!
@hariharayedas2925
@hariharayedas2925 3 ай бұрын
best brother today is my exam of data science and this video help me the way out appreciate a lot may god bless you
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
You're absolutely welcome, I'm glad I was able to help you out!
@user-tl1zg4vl7c
@user-tl1zg4vl7c Ай бұрын
The data doesn't "prove it," but rather, suggests it... because a Type One error is still possible. That's why we say reject the null hypothesis and not disprove the null hypothesis. The reject/fail-to-reject language points to the difference between proof and evidence. But still... a very nice video!
@Abzarad
@Abzarad 3 ай бұрын
Thank you
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
You're welcome!
@user-kw5tb7ff7o
@user-kw5tb7ff7o Ай бұрын
Hey mate, I have certain independent values(Laying speed, force, Torque, acceleration and deceleration). I want to do an DoE. Now these are the process parameters of the machine, which has 16 heads. These 16 heads can be controlled simultaneous. Id like to use 3 of them and test the parameters on each of them. Besides that, the tape may vary aswell, since it can be wider or thicker and it's up to the producer. How do I setup my DoE Plan?
@benhiggins811
@benhiggins811 4 ай бұрын
nice video boss
@CQEAcademy
@CQEAcademy 4 ай бұрын
Thanks!
@dr.aimanmukhtar2171
@dr.aimanmukhtar2171 Ай бұрын
thanks
@CQEAcademy
@CQEAcademy Ай бұрын
You're welcome!
@hikikomorihachiman7491
@hikikomorihachiman7491 4 ай бұрын
The reason we do variance when it’s talking about mean, Isn’t it still doing mean calculations? Since variance = some form of Geometric mean?
@jerrychen8715
@jerrychen8715 10 ай бұрын
Great video, thanks Sir. A question migjht to ask, where we can calculate the critical f-value? how this 2.866 was calculated?
@greenbeltacademy
@greenbeltacademy 10 ай бұрын
Hey Jerry! That critical F-value comes from a table of critical values for the F-distribution. Here's a link to the NIST website where you can find all of these critical values - depending on your alpha risk, and degrees of freedom. www.itl.nist.gov/div898/handbook/eda/section3/eda3673.htm
@sidtamang4728
@sidtamang4728 3 ай бұрын
Since alternate hypothesis means that atleast one mean is not equal, does it also mean the group that has different mean is not impacting horsepower at all and there might be other unknown factors in play, causing mean of that group sample to be different from actual dataset mean?
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
Great question, so typically with ANOVA, we're doing that analysis at the end of a DOE (Designed experiment), and if you're designing your experiment properly, you should be blocking out many other potentials factors that might be affecting your experiment. So hopefully there is not some unknown factor at play. It also usually takes additional analysis (Beyond ANOVA) to actually define the relationships between inputs/outputs for a process.
@bhavishanthsuresh3298
@bhavishanthsuresh3298 8 ай бұрын
Great Content. But I think there is a small calculation mistake, (1831 + 148), should sum to 1979 right?
@CQEAcademy
@CQEAcademy 8 ай бұрын
great catch! thank you!
@stanleyugah8479
@stanleyugah8479 9 ай бұрын
i really wish i saw this material much earlier.
@CQEAcademy
@CQEAcademy 9 ай бұрын
I'm glad you liked it!
@millicentokeiyi5543
@millicentokeiyi5543 8 ай бұрын
stanley 😁
@Blitzkrieg_one8
@Blitzkrieg_one8 4 ай бұрын
good
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
Thanks!
@SRAVANKOTTA
@SRAVANKOTTA 5 ай бұрын
query: the way f test works to my understanding is, we compare mst (biased if null rejected) and mse(unbiased in any case) estimate of variance (sigma square), if they are different, the test show. what i wanted to know is what is sigma variance of? the larger population the means are from if null is true? if null is false how is it that mse still gives sigma, when one of the sample isn't from the population at all? or do the means belong to a general population regardless of null or alternate hypothesis? thank you for your videos by the way, it was really easy to grasp and went indepth
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
Thanks for the reply, I"m glad you enjoyed the video. To be honest, I don't think I fully understand your question. Generally with ANOVA we're evaluating a factor, to see if that factor has an effect on our response. If that factor does not have an effect (null is true), then the MST will equal the MSE. If that factor does have an effect on the response (null is false), then the MST will be much larger than the MSE. If the null is false and the factor does have an effect, then the MSE still reflects the population standard deviation because of how the MSE is calculated - which is the variation WITHIN each sample group. That MSE calculation does not consider or include any variation from the factors themself, and is thus unaffected by any effect that the factor has on the response. Did that answer your question?
@SRAVANKOTTA
@SRAVANKOTTA 5 ай бұрын
@@greenbeltacademy yes that clears up a lot of doubt, thanks for the quick response ! To rephrase my doubt, i was under the assumption that the null and alternate hypothesis was (intuitively, I understand its true purpose is to measure factor effect) a test to determine whether or not the sample means belong to a singular general population Now i understand thats not the case, we just create a imaginary population where all samples are a part of and MST takes into account difference between means to calculate variance while MSE does not
@ermang9565
@ermang9565 3 ай бұрын
Great explanation, much appreciated. The only thing i am confused about, why do we need to write the total line for anova table? Before we need to calculate the F value, why do we need to determine total line at all? It has nothing to do for calculation of F neither the F table, right? Which point i am missing?
@CQEAcademy
@CQEAcademy 3 ай бұрын
Great question! Okay, so remember that ANOVA tables and ANOVA calculations were historically performed by hand, and the total row allow for the calculations to be "reconciled" and confirmed to be accurate when the total row adds up.
@jilliangilchrest9
@jilliangilchrest9 Ай бұрын
The f value will determine your critical region! This will allow you to make the decision whether or not you are rejecting or failing to reject the null hypothesis
@moosemoss2645
@moosemoss2645 Ай бұрын
There’s something to be said for seeing it all broken down. It’s my pet peeve when someone treats a stats tool like a black box then ties their colours to the mast without appreciation of all the out falls and inner workings. Great video, I’ve often wondered how to cross validate duplicate tool performance correctly and now I know.
@greenbeltacademy
@greenbeltacademy Ай бұрын
Glad you enjoyed that video!
@rznt1082
@rznt1082 3 ай бұрын
Is this applicable to two-way anova with interactions?
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
No, the calculations change somewhat with two-way anova with interactions. The principles are the same, but the calculations change slightly.
@yenkonaga7493
@yenkonaga7493 3 ай бұрын
But you need to calculate the MSE for each group, right? How did you do it in the video?
@yenkonaga7493
@yenkonaga7493 3 ай бұрын
I see,so it's simply the sum between the groups.
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
@@yenkonaga7493 Yes, you need to calculate MSE by including data points from all of the different treatment groups. Go to 21:04 to see the equation for the SSE (Sum of Squares of the Error), and then you take that value and divide by the DFE (Degrees of Freedom of the Error).
@ronaksingh3602
@ronaksingh3602 2 ай бұрын
Sir i want you to advice me that i have a degree with stats , econ. , maths stream so after graduation , what will be the opportunity for me nd sir your ANOVA table is my favorite😍❤
@CQEAcademy
@CQEAcademy 2 ай бұрын
Thanks for the positive feedback! To be honest, I'm not very familiar with Economics/Math fields of study, so it's tough to recommend a career path.
@chrisadrianachera7014
@chrisadrianachera7014 2 ай бұрын
Hello sir! Is it possible that the within groups is much higher than the between groups? Is it valid?
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
Hey there! No, that's not a valid outcome. If there is variation within a group, then that within-group variation will naturally cause some between-group variation, and then those two estimates of variation will be nearly identical.
@chrisadrianachera7014
@chrisadrianachera7014 2 ай бұрын
@@greenbeltacademy So sir, it means we cannot continue perform ANOVA? If it is not valid, why do some researchers still use and perform ANOVA? Is there a solution to do it? Or we better use the non-parametric equivalent of ANOVA which is the Kruskal-Wallis? Note: Assumptions of ANOVA are met.
@CQEAcademy
@CQEAcademy 2 ай бұрын
Are you working with a situation where your within-group variation is much higher than your between group variation? Or are you asking hypothetically? Another assumption of ANOVA is that your data set is normally distribution, when that assumption is not met, the Kruskal-Wallis test can be used.
@ahmedelgabry2780
@ahmedelgabry2780 6 ай бұрын
this guy is him
@greenbeltacademy
@greenbeltacademy 6 ай бұрын
Thank you!!!
@basseybassey6834
@basseybassey6834 2 ай бұрын
How do I get the Excel calculation spreadsheet and cheat sheet, please?
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
You can find there here: greenbeltacademy.com/ANOVA/
@basseybassey6834
@basseybassey6834 2 ай бұрын
@@greenbeltacademy Thanks
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
@@basseybassey6834 You're welcome
@mohammadmainulhasan4195
@mohammadmainulhasan4195 4 ай бұрын
Can we get the slides from the video?
@greenbeltacademy
@greenbeltacademy 4 ай бұрын
Hey There Mohammad, those slides are sort of my secret sauce, so I don't share them.
@user-ol5xw8ir7e
@user-ol5xw8ir7e 9 ай бұрын
Where was this Last Month😢
@CQEAcademy
@CQEAcademy 9 ай бұрын
Hahaha sorry!
@item6931
@item6931 5 ай бұрын
7:40 Being that guy, "effects" should be "affects" 😋
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
Oops, I might be good with statistics, but grammar is not my strong suit lol
@wcnderzz1044
@wcnderzz1044 3 ай бұрын
im having difficulties trying to calculate the sst :c
@greenbeltacademy
@greenbeltacademy 3 ай бұрын
Uh oh, I'm sorry to hear that. You're comparing each individual value within each treatment group against that treatment groups average value?
@barnowl2832
@barnowl2832 3 ай бұрын
If you have 3 treatments, say Machines A, B and C which all fill paint tins with paint. Long term each machine dispenses the same average volume of paint into each tin, and the volume of paint dispened into each tin for each machine varies randomly according to Gaussian distributions, but machine A does so with very little variance, Machine B with a reasonable amount of variance and C with a huge amount of variance. If you take n tins filled by each machine and measure the volume in each, wont running this type of ANOVA test lead to a reasonably high MSE, a tiny MST and as such a very small F-value? Which would lead to a failure to reject a null hypothesis of the form u_a = u_b = u_c (correctly since they are in fact all the same) but seemingly not identifying that the treatment is clearly effecting the variance? I don't get why something names Analysis of Variance would be blind to treatment effects on variance?
@CQEAcademy
@CQEAcademy 3 ай бұрын
Hey @barnowl2832!!! Great question and great observation! Okay, so this is something that I left out of the presentation, but probably should not have. The ANOVA method is based on the assumption of the homogenize of variances. Essentially, we must assume that all 3 machines in your example have the same variance (standard deviation).
@khantimalkangiriya7803
@khantimalkangiriya7803 7 ай бұрын
How the "SUM OF SQUARES OF THE TREATMENT" IS COMING; 1831 , I have calculated over and over but still i am not getting 1831 instead i am getting 729 as MST. can YOU please clarify this.
@khantimalkangiriya7803
@khantimalkangiriya7803 7 ай бұрын
at 20:19
@greenbeltacademy
@greenbeltacademy 7 ай бұрын
What value did you calculate for the grand mean? @@khantimalkangiriya7803
@linkxue201
@linkxue201 5 ай бұрын
@@greenbeltacademy I got the same 729. take the average of 4 treatments's mean as GM then calculate the SQUARE of each treatment by square (mean-GM). sum the 4 SQUAREs up is 182, then times 4 get 729. Please advise. Tks.
@greenbeltacademy
@greenbeltacademy 5 ай бұрын
Hey There!! @@linkxue201 Okay, so you take the difference between the mean and the grand mean, then multiply by n (10). n there is the treatment sample size, which I see now is a confusing term. I meant the sample size within a treatment, not the number of individual treatments). So for the first average value it would be (169.7 - 178.7)^2 = 81.3 * 10 = 813. For the second average, it would be (175.3 - 178.7)^2 = 11.3 * 10 = 113.1 Then on and on, until you get 1830.6 (rounded up to 1831).
@linkxue201
@linkxue201 5 ай бұрын
@@greenbeltacademy thank you so much Andy for the detailed explanation 😀
@mohammedinuwabello4007
@mohammedinuwabello4007 6 ай бұрын
Simplified
@CQEAcademy
@CQEAcademy 6 ай бұрын
Thank you!!!
@clickheretochangeusername9105
@clickheretochangeusername9105 2 ай бұрын
love u
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
Thanks!
@mbs8249
@mbs8249 2 ай бұрын
Thank you
@greenbeltacademy
@greenbeltacademy 2 ай бұрын
You're welcome!
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