Statistics made easy ! ! ! Learn about the t-test, the chi square test, the p value and more

[@gregmartin]

Get my FREE cheat sheets for Statistics and Research Methods (including transcripts of these lessons) here: www.learnmore365.com/courses/statistics-research-methods-resource-library

[@bhargawidhomane4063]

its not free

[@zhansayabauyrzhanova2492]

@@bhargawidhomane4063 why?

[@bangscutter]

I think the reason why people find statistics (and math in general) daunting is because usually lecturers and textbooks present the big scary formulas in the first step, and that puts up a mental barrier of understanding with the student. You've explained it very well here without introducing any formulas. Of course, eventually we do need the formulas, but it's far more important to get a grasp of what and why we are doing it first, and then the formulas come in.

[@gregmartin]

Thank you for the feedback. Glad you enjoyed it!

[@aishwaryar1998]

Exactly !

[@marcoglara2012]

@@gregmartin Really great breakdown. I have a question. All of these methods test for statistical significance based on a sample or samples selected at random. but I can’t get past the problem here. All sampling is not random. There is always some form of selection bias. Method of data selection, availability of data being sampled, voluntary participation biases, …. These degrade randomness, meaning samples are not selected at random from any population. Wouldn’t that effect the validity of theses significance tests??

[@vaibhavpandey7398]

Execatly. Even they don't don't know real life usages. They have just learned formulae.

[@Kizigira]

Then you struggle to let you brain figure out but still it assumes that was meant for rocket scientists.

[@CathyyBro3811]

This video is incredible! I was panicking thinking the statistics I needed to do for my research project was going to be absolute trash because I didn't exactly know which test was appropriate for my data set. THANK YOU x100. I'm so relieved.. AND IT MAKES SENSE

[@MIO9_sh]

ikr there's a test ahead , and watching this video feel like catching back up an entire course

[@gregmartin]

Thanks for the feedback Cat.

[@gregmartin]

And M109 😀

[@lilyellastevens9226]

yes yes YES! Thank you!! I am analysing cooling curves of Tea for my coursework, and your vid helped clarify the entire topic for my course :)

[@tabs9332]

I’d just add THANK YOU x1million

[@Mekinhumbel]

This is like being pulled out of the statistics 101 forest straight up by a helicopter, seeing the landscape for the first time, and then looking down and realizing you've been walking in circles the whole time lol! Brilliant explanation!

[@SheisGraceful]

Exactly!!!

[@nimraaesthetic]

The way you explained it 💕💯👏😂

[@mdnazmulhasan2700]

The most productive 12:49 minutes in my student life so far :p

[@TheDreamHustle]

I agree !!!

[@ZZ_isthebestlove]

Absolutely

[@binhnguyenthai2836]

Agree!!!

[@PublicHealthResources]

Great submission 👌

[@nickniko87i]

Simple, concise, easy to follow and most importantly encouraging that Statistics can be tackled and understood by anyone as long as it is taught right. Keep up good work man and thanks to your sponsors.

[@gregmartin]

Thanks Torku - I appreciate the feedback. :)

[@rajalakshmi6217]

Thank you for this video. It's very simple , lucid and easy to understand

[@まつぼっくり-v7y]

@@rajalakshmi6217 ほらる ららら

[@まつぼっくり-v7y]

@@rajalakshmi6217 らら

[@まつぼっくり-v7y]

@@rajalakshmi6217 ららすららるるらは

[@rc_woshimao957]

No words in this word can describe how much I appreciate the existence of this video. This is among the few of the BEST educational videos I have seen on this platform, or any other platforms....I was taking notes all along, and it serves as an incredibly clear outline for introduction of statistics for someone who has never taken a statistics course but needs it for research. This is the type of video I will 100/100 recommend to others when they need a summery like me. No joke, top 1 on my list, 100% will recommend. I mean, the video itself, the representation, everything is perfect to the point I really, really have no idea how this popped up in my recommendation and only has some nine thousand views!!!! All statistics students, even non statistics student should see this......!! This is the type of content I would wish I can make if I do start making educational videos one day!!! Thank you for being such an inspiration!!!!!!!!

[@rongwang6142]

agree, all educators should have watch this video

[@krialva_4780]

This is the absolute best breakdown of statistics I've ever seen!

[@marianacostache929]

Yes, indeed! I cannot even imagine anything better!!

[@brianmoyer35]

100%

[@djganit]

m.kzbin.info

[@djganit]

👌👌👌🎊👌👌

[@Ghumantu2]

Hey!! To all students out there who are facing problem while testing hypothesis (Z test, t test, Chi test and F test and also non parametric test) please mail your homework and I will do it with all explanation and with perfection. My mail id is [e-mail].

[@NA-rx5oy]

Wow! I was looking for this summary my whole academic life. Thank you... now you have saved me from retaking a biostatistics course which was all about calculations but not the concepts.

[@LashaGoch]

Fantastic video explanation. I understood all in 12 minutes what I did not understand during 1 semester. Thank you, Greg.

[@MrCoconut212]

I know, right. It seems universities are making it more complicated than it is.

[@e0031-w5e]

I still don’t understand chi-squared test though and the other videos are tough as well… any recommendations for a simple tutorial?

[@davidyolchuyev2905]

absolutely amazing. I have always believed that mathematics, logic, statistics are extremely easy subjects to comprehend. It is only the instructors who teach in complicated ways what is actually simple. Thanks a lot for this video!

[@elijahphilson8878]

I normally watch videos like this at 1.75 speed to save time, but I definitely slowed down for this one - taking notes as well. This is a well organized, useful, and well explained overview!

[@uttonio]

This is hands down the best thing I've ever watched for the past week.

[@willykitheka7618]

You're a gifted teacher! It's that simple!

[@hifabiola]

THE ANIMATION IS INSANE! soo interactive and cute, makes me learn the statistics better. THANK YOUUUU!!!

[@gregmartin]

Thank you for the feedback. Glad you enjoyed it!

[@yengsabio5315]

Generally, I'm not good with numbers esp. complicated computations. Videos such as this withdraws me from that traumatic experience that I had with learning Statistics & Mathematics. I'm 37 years old! And I'm in the process of reviewing & relearning Statistics & Mathrmatics. But this time, in a manner that is made easy-to-understand.

[@ChristineLeeMusic]

Thank you so much! Teaching the simple principles BEFORE the mathematical proofs gives the big picture, so student's don't get buried in the trees and lose sight of the forest. You give students the bird's eye view. There are other smart people like you, but the difference is that you can pass your understanding of a challenging concept to a student.

[@MohamedIbrahimEid]

This is exactly what I am looking for, the beauty of visualization presentation with an excellent narration explanation. Thanks Greg Martin.

[@gregmartin]

You are most welcome Mohamed. Glad you liked it. :)

[@elisacabrera232]

THIS IS THE MOST EASIER WAY TO APROACH AND GET A BETTER UNDERSTANDING ABOUT STATISTICS. GREAT MATERIAL!!

[@Addibech]

In few minutes I understood what my teacher try to explain to me during the entire semester . Thank a lot

[@davidwang2206]

I'm a doctorate student and thought I'd brush up on my basic statistic skills, and this was a great video in consolidating my knowledge. Thank you for your hard work!

[@berenicerodriguez8975]

Thank you! I needed to understand the concepts first. Going straight into the formulas has been very frustrating because I didn't understand what I was doing. Now everything is clearer. I want to hug you!

[@gregmartin]

I'm so glad that you enjoyed the video!! Thanks for the lovely feedback

[@mongolmcphee7791]

This is excellent. It has really given me reassurance that I understood the principles. Thank you very much for the time and effort.

[@gregmartin]

I'm so glad to hear that! Thanks

[@juliozz59]

This is (in my opinion) the role model approach to explain a complex problem, simplify it and ultimately understand it. I am sure there are a lot of more technical details behind it but it is not necessary to communicate them in order to understand the main message of the video. Thanks much for setting such an elegant example. This is encouraging for myself to pursue and do something similar. Once again thanks for the content, very illustrative.

[@heatherakers5453]

I'm starting an advanced statistics class next week and haven't even thought about statistics since undergrad. This was the perfect video to jog my memory. Thank you!

[@gregmartin]

Glad it was helpful! You got this!

[@ojochogwuonoja7049]

You are unbeleivably good. I've searched far and wide for some of the understandings I got from this video and I'm eternally grateful

[@gregmartin]

Wow - what a nice thing to say (thanks!!)

[@maria_yourKARMA]

I was totally lost when I started my masters as thought of having a refresher. There was no clear lessons earned so I decided to search. I was lucky to have found your video and it gives me the confidence that I needed. Thank you so much, keep thriving!

[@chelseasunderland2635]

I've been going crazy trying to figure this all out for an assignment. I wish this was explained to me like this 10 years ago!!! thanks so much for sharing

[@naomicaparas6517]

The best! this was a 2 months course in my post-grad studies and he discussed it effectively in 12 minutes!!!!

[@MultiSciGeek]

This a really good summary for those who know about this already. I would appreciated a longer more in-depth version though.

[@rc_woshimao957]

And for those who don't really know about this too!!!!

[@Mutiliator]

What I have been scratching my head for 12 months explained in 12 minutes...Brilliant !! & Thank You :)

[@brucesindahl5684]

Outstanding job, Greg... from a statistician in the States.

[@omg_look_behind_you]

"from the states", you say? i'm with the north american bureau of foreign approval and i'm afraid we won't be able to officially accept any praise or even acknowledgement until you are able to register the proper paperwork and provide two forms of identification. incredulously, ☻🌎☻ bill cocknballs, MA BS

[@alanmakoso1115]

This man just explained all the test statistics in 12 minutes. Only thing you forgot to mention is confidence intervals and inferential statistics, but other than that, this video is excellent.

[@jaymie-leacollingwood2753]

I learn concepts much more easily when I can visualise them, thank-you so much!!

[@StudyWithAnAsianBoy]

Best stats video tutorial I've seen!

[@gregmartin]

Wow, thanks!

[@taleajane5472]

Thank you. I struggle with understanding and learning anything numbers-based. This video has been immensely helpful

[@emilyc7148]

Thank you! This was explained so clearly! Currently taking a statistics course and the lectures are a series of confusing unexplained formulas and random examples with little to no explanation other than plugging in numbers. This really cleared up a lot confusions!

[@meenakshi6452]

A good overview of what I am learning from past 2 semesters of my course in just 12.50 minutes...Great work😎

[@jen_s_13]

This video is by far the best intro into when to use various stats analysis.

[@messididit]

I feel so regret that I haven't found this video last year. I chose statistics last year but couldn't actually get the high score cause I didn't know their differences, and this semester I am learning econometrics and felt like everything is messed up. But fortunately I have found this video and everything became so clear and crystal. You are a life savior. Thank you so much!!!

[@afsanayeasmintanzina331]

So far the best instructor I've ever got! has just made this headache giving thing so simple! May Almighty bless you.

[@chuckxia498]

OMG，this saves my life as a freshmen in the data analysis introduction stage.

[@lilyellastevens9226]

Honestly, this is way better than the maths resources I've paid for

[@gregmartin]

Glad you liked it Lilyella

[@tuanlong9238]

04:38 - the most valuable screen in this video, capture it if you can

[@ecurb10]

Yes I agree!

[@Oliveoilgirl]

I draw it in my notebook

[@ajaybhandari9215]

i clicked it .....but while going through the comments i saw your coment and laughed a lot bro

[@tuanlong9238]

@@ajaybhandari9215 many thanks, enjoy this excellent video =))))

[@SuperBhavanishankar]

@@Oliveoilgirl are you learning AI?

[@ilsevandesype2752]

Even as a dutch speaking person, this video was far more helpful than my statistics books. Thank you so much for making the theory clear! I struggled so hard with understanding the null hypothesis, but now I get it!

[@ericnoelraborar4511]

When you said statistics made easy, you weren't kidding. I really needed this, thank you!

[@norleensoko5493]

This is the best simplified breakdown of statistics l have ever seen as a student and very clear and precise. Greg you have made it much simpler such that l have developed some bit of interest in statistics that l was starting to gnaw my teeth as l don't like anything to do with mathematics. Many thanks.

[@laurat3181]

I agree, this is fantastic. You should have taught my stats workshops at uni! Would have understood this in a fraction of the time. This video has saved me a lot of note trawling and fitting together the puzzle pieces

[@AnshuPriya-w1w]

I don't know how many videos I HV watched and how my times I have watched my class lectures...bt this, this is something everyone needs to watch in order to clear the concepts.. Thankyou!

[@bawabro]

wow, what visual representation.. amazing.. wish my college professor taught this way

[@dumindaamila9489]

ammo ow

[@belishagibson4738]

Thank you so much!! I'm in PA school and have been so lost in class and this truly helped me. God bless you!

[@eheprimp5208]

Sir, God bless you for this explanation. You just made my life so much easier

[@swapnilc17]

This is the simplest explanation I have seen to get an understanding of differences of tests to apply on data

[@flyhighdp]

I haven't seen such an amazing, clear and precise tutorial. OMG

[@bartholomewkamlewe3073]

learning made easy. loved the table highlighting which test to do in a particular situation. just did the binary regression today and I decided to take it a notch back to learn more about this content. thank you so much

[@gregmartin]

Glad it was helpful! You are welcome!

[@Sakiragichan]

This was really helpful! Just started my masters in Global Health and things are much clearer now :) Thanks a lot!

[@sweetstace7]

I wish you delivered my entire academic syllabus. The delivery from teacher to student is excellent. Thank you. ⭐⭐⭐⭐⭐

[@gregmartin]

Wow, thank you for your kind words. I really appreciate it

[@niranjanc3586]

To be honest, none of the other youtube videos made me understand these as this video did. Hats off and thank you for the neat presentation. Please post many videos on handling data. Fan boy of your graphical explanations from today ;)

[@lenguyenquangvinh2684]

this video did in 12 minutes what my professor couldn't in 1 lecture. Thank you so much. Your video is a life-saver. You got a sub right here.

[@karimnaufal9792]

Love the sounds and look and feel, very clear explanation, thank you!

[@fernandou1704]

Clear and easy explanation, and a beautifully made video. Thanks a lot, Greg!

[@gregmartin]

Thanks for the very kind comment and feedback Fernando! Much apprecaited.

[@Googlu1]

this is an incredibly simple explanation of a fascinating world that most people love to complicate. hats off to you sir!

[@dableze]

A video about health promotion and prevention would be highly appreciated

[@abdulkaderkajol6263]

Its really a very effective video. No longer, not taking more time, no jargons, but a very good brierf discussion

[@gregmartin]

That's kind of you to say :) Thank you!

[@pushpendrakoli4746]

Really a great teaching. This type of outline are needed before starting a statistics learning. Thanks

[@hamsapriya3288]

Clearly picturised for better understanding. Thank you for sharing.

[@gregmartin]

Thanks for the feedback.

[@An-oz1kt]

THIS WAS SO USEFUL! I've been so deep into trying to understand statistics that I didn't know where to go anymore, this is what I needed. Back to understanding the basics.

[@newworldwebster]

This is without a doubt the best video out there. I believe it is because it has very clear animations to accompany it. ...I could literally run an inferential statistic on that now.

[@datascientistdr.dhannani2944]

This is one of the best video on statistics ..Thank you so much Greg Martin!!..it's going to help out many peoples who actualy wanna learn stats!! Lots of love from india🙏❤

[@gregmartin]

Glad it was helpful!

[@Xoxooxoxoxooxoxo]

I'm wondering why my statistics professor was unable to provide such a clear overview of these tests. Sure, some of the calculations are tricky, but I never understood what I was doing up until this video. Thank you so much!

[@researchstudentacademy3512]

You are more expert in video editing and graphic designing my whole attention was caught by each effect you applied, make a video on how you make animations,thank-u-sir

[@techtimes1985]

Same for me

[@ranasadeghichegani4576]

If you're interested to learn about how to make graphics like this, check out "Castofly" at "kzbin.info/www/bejne/nZLHnGace6uVmJI"

[@elainegalicia]

You simply amaze me with how you distilled a daunting subject to very simple and easily comprehensible steps - thank you so much !!!! You're such a fantastic teacher!!!

[@gregmartin]

Thank you for the feedback. Glad you enjoyed it!

[@arnoudvanrooij]

Wow, such complicated stuff delivered in a very understandable way. Excellent!

[@ProfTonyS]

Dr. Martin, I am so glad I stumbled across your videos! First, I love the Irish accent. Second, your perspective of how statistics should be taught is so much better. The added visuals definitely are helpful in demonstrating how statistics does not have to be so hard.

[@i_am_gods_child]

This is such a helpful video!!!! I've been so confused in my last few classes (biology and we're also doing the same thing in maths!) - and think this video is really gonna give me the grounding I need to understand what I need to learn. Probably because this type of statistics is something completely new to me, it is hard to wrap my head around, but you going at an easy pace and also repeating the concept for every example really helped. Many many thanks!

[@fthxperia]

Thanks a lot Greg, you are the only one who was able to explain the p value and null hyp to me so simply. You are a lifesaver!!

[@gregmartin]

Happy to hear that! You are most welcome!

[@joegranados703]

This is a fantastic video, but after watching this several times, I realized that males and females are not actually circled at 3:07 as Greg indicates even though the colors of the icons are consistent with the circled areas. Furthermore, the summary table at 3:12 claims to have an upper range or 1.7 for males, but this value isn't actually in the data set on the left. I'm sure this was an honest mistake due to the wonderful graphical animations this video has. Nevertheless, It is still a very enjoyable, effective video. Thanks Greg!

[@anees2882]

What a way to teach, simple, to the point, and great presentation. Just 12 minutes, changed the way I look into statistical analysis. Thanks for making stats to attractive and easy!

[@gregmartin]

Glad it was helpful! Thank you for the feedback.

[@farid6072]

You remind me of Hal Emmerich from MGS 4. A genius! The editing of the video and your explanation are outstanding. Thank you!

[@zwww_ee5235]

this was the clearest and covered most types of data analysis i see short and simple! thank you so much for the video!

[@alisipkri4747]

Thank you - You explained this in simple terms that even I can understand. It could be marketed under the “for Dummies” flagship; however I feel much smarter now ;).

[@kuldeepgohel29]

this is the really the finest video on can check out! you look at it once and it clear out your fundaments in most unimaginable way! just brilliant!

[@gregmartin]

Wow, thanks! Cheers

[@HaroonKhan-cy1mi]

Respected Sir, You make may day. Thank you so much.

[@elimudigitalsolutions]

Thank you for simplifying statistics. It doesn't need to be complicated.

[@bettys7298]

Thank you! I found this video is extremely helpful! Perhaps the best one I have seen so far. Dr, do you have any upcoming plan to teach us more on statistics? Thank you!

[@matthewwoolhouse3829]

Where were you when I did my psych degree? This video explained everything I could never understand after months of lectures into 12:49. Good Job!

[@TheDancingPhysicist]

Oh how I wish I had this video in undergrad and graduate school. Thank you!

[@taniabeaudet4017]

This video was so helpful!!!! As a psychology major and currently in my Stats class, I'm really struggling with determining which test to run and this was clear, understandable and concise! Thank you!

[@gregmartin]

Glad it was helpful! You're welcome :)

[@TheJuanisha22]

I’m literally about to lose my mind 😭😭😭

[@NOLA-Olivia]

Soooo easy... this is the BEST Video I've Seen... Mr. Martin's videos helped me to pass my Graduate course... Better than any other! Thank you!!!!!

[@gregmartin]

Glad I could help!

[@whatwasdonetoindie]

thing is my teacher stretches it out so much that by the end of the class you wonder what the hell it was about. Then when you look it up online there’s always someone explaining it in a few minutes. He makes it harder than it needs to be smh.

[@myyagoodas]

Im currently having that same issue smh.

[@pretendedgood]

What an easy and simple explanation. Thank you for making this post.

[@gregmartin]

You're very welcome!

[@teaganroux]

Jesus, thank you so much for this. I feel like my life has been saved

[@gregmartin]

You are most welcome. Glad you liked it.

[@MrJsganguli]

Simply the best Stat video on the whole of the interweb

[@gregmartin]

Wow thanks!!

[@berargumen2390]

Perfect, quick and clear.

[@marydancecorner]

I`ve learnt more with this video than in three years of statistic classes. Thank god you exist

[@audettestruna4485]

Why did I find this video AFTER I failed the course😩😭

[@mrym_.]

A very comprehensive description. Really helpful

[@gregmartin]

So glad it helped, thanks!

[@theresawilliams1651]

Wow … We all need a teacher like this

[@gregmartin]

That's kind of you to say- thanks Theresa :)

[@nataliecohen814]

The background music on this video makes it very hard for me to concentrate, the content seems great so I'm sad i'm missing out. This is just a reminder to consider neurodivergent people's in your content :)

[@idazhu7051]

Me too

[@beastboyjohnson]

Music is literally only in the first 20 seconds