Statistical Tests: Choosing which statistical test to use

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Dr Nic's Maths and Stats

Dr Nic's Maths and Stats

Күн бұрын

Seven different statistical tests and a process by which you can decide which to use.
See creativemaths.net/videos/ for all of Dr Nic's videos organised by topic.
The tests are:
Test for a mean,
test for a proportion,
difference of proportions,
difference of two means - independent samples,
difference of two means - paired,
chi-squared test for independence and
regression.
This video draws together videos about Helen, her brother, Luke and the choconutties.
There is a sequel to give more practice choosing and illustrations of the different types of test with hypotheses. • Choosing which statist...
See creativemaths.net/videos/ for all of Dr Nic's videos organised by topic.
Here are links to the videos mentioned.
Test for a mean: • Hypothesis test (t-tes...
Difference of two means, independent samples: • Hypothesis testing: st...
Difference of two means, paired samples: Coming soon
Chi Sq test: • Chi-squared test: (2) ...
Regression: • Scatterplots in Excel,...
#DrNicStats #Statistics

Пікірлер: 1 100
@Kikitheremixed
@Kikitheremixed 2 жыл бұрын
Dr nic, in 2022, your videos are still extremely helpful. So clear and concise. Thank you for this gift.
@DrNic
@DrNic 2 жыл бұрын
Glad you like them! Who'd have thought they would still be going strong after ten years!
@DrNic
@DrNic 11 жыл бұрын
As you can see from other questions, it is quite usual for the question to be vague. Only with experience do you work out what details are needed. It looks as if I need to do a video on non-parametric tests, which is what most of those are.
@DrNic
@DrNic 11 жыл бұрын
Thank you. I did put a lot of thought into devising that diagram.
@winvictorywin5612
@winvictorywin5612 3 жыл бұрын
Very interesting presentation👏👏 I am having airborne dust concentrations data for >1 micron size, >3 micron, >5 micron and >10 micron size. (> means greater than) These data was taken before and during dust producing work in field study. N=5 How can i compare these before and during operations data ? It seems that there is relative percent variation in dust concentrations in atmosphere between before and during operation data. (Taking >1micron as 100 %) Before operation: The relative percent variation of concentration with different particle size is as below. For example Concentration of >1 micron size particle is 100%. >3 micron: 80% >5 micron : 60% >10 micron: 40%. During operation: Concentration of >1 micron size particle is 100%. >3 micron: 90% >5 micron : 80% >10 micron: 70%. It seems that >10 micron particle share is increased due to that machine operation...? Which test is suitable for analysing these type similar data for discussion ? How to use statistics? Any comparison among these concentrations of different particle sizes ? thank u.
@irsyadfirdaus2636
@irsyadfirdaus2636 3 жыл бұрын
Thank dr, you help a lot
@bhiks1377
@bhiks1377 2 жыл бұрын
Helpful Diagram 👏
@anikanashatmatin6860
@anikanashatmatin6860 2 жыл бұрын
Do u have any email id where u personally assist for PhD scholar? Kindly share if so
@DrNic
@DrNic 2 жыл бұрын
@@anikanashatmatin6860 Sorry - I don't have time for individual tuition/consultation at present.
@Andrei-ld3gw
@Andrei-ld3gw 4 жыл бұрын
Out of all the statistics channels and videos, this by far is the most helpful; very simple and concise, didnt use any convoluted words to impress audience but precisely to help understand
@Tetracarbon
@Tetracarbon 7 жыл бұрын
I love love love your Venn diagram approach!!! Thank you so much. I have read quite a few econometric textbooks and they still don't make it anywhere quite as clear as this. Thank you!
@briansmith1775
@briansmith1775 4 жыл бұрын
Thank you so much. This is a real life saver. Believe me. Among thousands of videos yours are straight to the point.
@susanhaas5681
@susanhaas5681 7 жыл бұрын
This is not only EXTREMELY helpful but hilarious! So fun to watch!
@bupekabamba6017
@bupekabamba6017 7 жыл бұрын
Hehehehe the notes she was leaving to make sure you pause the video are just hilarious.
@williamhenryharrison9thpre139
@williamhenryharrison9thpre139 Жыл бұрын
Korni nyo
@tiffam2938
@tiffam2938 11 жыл бұрын
Your videos, in my opinion, have some of the best explanations of basic statistics. Thank you.
@kiranmehr4118
@kiranmehr4118 7 жыл бұрын
THANK YOU, MY GOD you saved me! Love Helen and her attitude haha! Thank you again :).
@steeltalon2011
@steeltalon2011 10 жыл бұрын
Impressive. Your lock step approach makes it possible to analyze and conclude which test to use. I've been looking for this for a looooooong time. Thanks.
@DrNic
@DrNic 11 жыл бұрын
It is good to draw two boxplots and/or histograms as well, as that gives an indication of the spread of the two samples as well. Graphs are an essential part of any statistical analysis, and will have to be the subject of another video!
@DrNic
@DrNic 11 жыл бұрын
Happy to hear it.
@SamA-vc4uy
@SamA-vc4uy 5 жыл бұрын
Good, informational video and thank you for including closed captions!
@christianprofessional
@christianprofessional 7 жыл бұрын
Thank you so much. This would have helped me not be so far behind in my introduction to Statistics course. I am going to pass this video to my former professor.
@HarpreetSingh-ke2zk
@HarpreetSingh-ke2zk 7 жыл бұрын
We used to learn through animations. Excellent summarized presentation. Helen bringing statistical queries as an example.
@DrMichaelMoroney
@DrMichaelMoroney 9 жыл бұрын
This is a useful video for students that are still at a point where they are unsure which of many statistical tests they should use.
@DrNic
@DrNic 9 жыл бұрын
Dr Michael Moroney Thanks. I think it is also helpful in that it shows some of the relationships between the different types of tests in a way that a flow diagram doesn't.
@MianndaYou
@MianndaYou 5 жыл бұрын
Wow, you channel is amazing! Thank you for making something that I thought I will never understand so easy! Three hours of lecture from my professor vs 9 minute video from you.
@DrNic
@DrNic 5 жыл бұрын
Hi Anna Thanks for your endorsement. It may be that the three hour lecture gave you useful stuff, and the video helped organise it. Teaching statistics is very difficult, which makes learning it harder than it might need to be. Keep watching!
@sohailasghar8471
@sohailasghar8471 4 жыл бұрын
Various topics are now very easy to understand after listening ur lectures. Keep it up. You are spreading the wisdom
@nachiketjangam4343
@nachiketjangam4343 4 жыл бұрын
just 2 mins in the video and It has so much clarity!, it means a lot of efforts were put by you to summarize this. Thank you for making our lives easier.!
@DrNic
@DrNic 4 жыл бұрын
Thanks - I really have put a lot of thought in, so it is nice to be appreciated.
@DrNic
@DrNic 11 жыл бұрын
A bit depends on your sample size. You could use Spearman correlation or Kendall's tau.
5 жыл бұрын
thank you soon much :) it was very clear and systematic, helped a lot!
@marcoglara2012
@marcoglara2012 3 жыл бұрын
I love how easy to understand and logical this was. The visual displays helped my understanding immensely. I wish all statistics teachers were this good at conveying information
@DrNic
@DrNic 3 жыл бұрын
Thanks - I thought really hard about this to make it clear.
@draughtlab6837
@draughtlab6837 2 жыл бұрын
This is hands down the most useful graphic I've seen. Thank you, Dr. Nic
@DrNic
@DrNic 2 жыл бұрын
Wow, thanks! It took quite a bit of thinking to come up with it.
@julietoffojua4229
@julietoffojua4229 5 жыл бұрын
Nice one. Technology in action. I will continue to practice. Thanks.
@hend1243
@hend1243 5 жыл бұрын
One of the most useful vidios.. Thanks a lot
@tahirshah6979
@tahirshah6979 4 жыл бұрын
The very precise and meaningful. This is excellent Dr.
@sarawerkneh2817
@sarawerkneh2817 4 жыл бұрын
Amazing summary and perfect example!
@aaronschrock8579
@aaronschrock8579 5 жыл бұрын
i cant believe how helpful this was
@DrNic
@DrNic 5 жыл бұрын
Thanks - I thought really hard about how to present this in a more holistic way than the usual flowchart approach, so I am happy it is helpful.
@philboy794
@philboy794 5 жыл бұрын
Most useful diagram i have found and its so simple. If i found this earlier I wouldn't have had such are hard time following along in class!!!!
@DrNic
@DrNic 5 жыл бұрын
That is great to hear. Usually textbooks use a flow chart approach, but I wanted to make one that held everything together so you can get an overview. It is my own invention, so I'm happy you find it helpful.
@jbrowsingj
@jbrowsingj 11 жыл бұрын
Excellent video! Very powerful explanation and unexpectedly hilarious visuals. Thank you!
@paularunslondon
@paularunslondon 6 жыл бұрын
I've not finished the video yet, but it's been really helpful so far! Breaking it down into those questions has helped me figure out what I'm looking for.
@DrNic
@DrNic 6 жыл бұрын
So glad to hear it! Most text books etc use a flow diagram method, but I made up this way of displaying it as it shows the relationships between the methods as well.
@rubibojorquez3216
@rubibojorquez3216 6 жыл бұрын
Well explained and fun. Thanks
@titatita3896
@titatita3896 6 жыл бұрын
I'm studying for my comprehensive exam..and found this very useful..thanks. I don't mind the accent at all...
@DrNic
@DrNic 11 жыл бұрын
Thanks. The thing is, if you use a computer package, it uses the applicable statistic and converts the answer to a p-value. I'll put that in my list of videos to make! Working on time series analysis and reporting at present.
@saiyan7010
@saiyan7010 8 жыл бұрын
my bio stat teacher just read thro the power point in mono tone voice and didn't give introduction on any new hypothesis test we learned. i was struggling when reading text book (i am not good at learning from reading text book). ur video is very helpful and concise. it really helped me to understand the purpose of each test a lot better and make statistic more enjoyable. Thank you very much Dr Nic.
@lakshitdagar
@lakshitdagar 5 жыл бұрын
Gem of a video!!
@iyer5
@iyer5 12 жыл бұрын
the way u have editted ur videos is simply appreciable!!!! loved dat statement, " If you have any kind of self esteem!! Pause!! " hahahaha nyc 1 truly admirable
@sonyamunoz33
@sonyamunoz33 4 жыл бұрын
Thank you very much, you have done a great job with simplifying what test to choose.
@DrNic
@DrNic 4 жыл бұрын
Thanks. I did a lot of thinking for this.
@naithal2901
@naithal2901 Жыл бұрын
Thank you for such a great video! Really benefited from the content but also the methodical structure and system that you taught the concept through.
@DrNic
@DrNic Жыл бұрын
Glad you enjoyed it! I put a lot of work into the structure so it is good to be appreciated
@DrNic
@DrNic 11 жыл бұрын
Seeing there were two independent samples, I would recommend difference of two means, independent samples. If the same people were measured before and after, then it would be paired difference of two means.
@thesolvit7407
@thesolvit7407 4 жыл бұрын
I don't know which one is correct in analyzing the difference between the pretest and posttest if the number of participants in my control group is 15 and control group is also 15, defying the criteria of using parametric test. What should I do? Please help♥️😭
@tasnimkeddo5548
@tasnimkeddo5548 2 жыл бұрын
Now we are in coronavirus year
@nush4u
@nush4u 10 жыл бұрын
Thank you.. very helpful :)
@christophersneed5586
@christophersneed5586 4 жыл бұрын
Best explanation yet! Thank you for posting this. Wow! I chose the correct one almost every time!
@DrNic
@DrNic 4 жыл бұрын
Thanks and well done. There is another practice video as well.
@geervanim.2902
@geervanim.2902 4 жыл бұрын
Thank you so much for this video. It made some of my concepts clear.
@mfgranja
@mfgranja 10 жыл бұрын
From Bogotá-Colombia Thank you :-), this is a really good work, you inspire us as teachers-- :-)
@ciarademp
@ciarademp 10 жыл бұрын
wow - i just understood my statistics module that happened in 2009 for the first time - thank you!
@DrNic
@DrNic 12 жыл бұрын
Thanks. I put a lot of thought into that video. We are just about ready with a web version now too, in case they don't have an iPad or iPhone.
@soldirix2666
@soldirix2666 10 жыл бұрын
I Love the art used in these videos. Very nice work!
@DrNic
@DrNic 10 жыл бұрын
Thanks - the artist is an anime fan, as I'm sure you have guessed.
@millybee5499
@millybee5499 5 жыл бұрын
Wow that Eureka moment!!!! I finally get it 😂😂😂😂 thank you so much!!! I can finish my dissertation in peace now! This is so simple and straightforward 👍
@DrNic
@DrNic 5 жыл бұрын
That is great news.
@CrazyBeautifulLife58
@CrazyBeautifulLife58 9 жыл бұрын
Partially helpful, but a bit confused about what the names of tests translate as - I think they're the same concepts as I've learnt in my lectures, but they don't have exactly the same names
@ansariyasmin7474
@ansariyasmin7474 Ай бұрын
Thank you for clarification on the tools
@krishnadesai79
@krishnadesai79 3 жыл бұрын
A nice and innovative way to explain... Thank you so much.
@nurul1495
@nurul1495 5 жыл бұрын
Pause if you care your education😂😂anyway good video. Thanks sm😆
@firebirdies
@firebirdies 4 жыл бұрын
all humans should watch this at some point in their lives
@dramaadictisback4986
@dramaadictisback4986 Жыл бұрын
Thank you so much for this! You didn’t just teach the content but also how to navigate and use what we learnt. Your videos have been exceptionally helpful. God bless you ❤
@DrNic
@DrNic Жыл бұрын
So happy to hear that.
@abiyotlemagamtessa2572
@abiyotlemagamtessa2572 6 жыл бұрын
I found it really help full, I am attending my MPH but can really Understand my instructor in the class but after getting this video wow, I understand it thank you so much.
@abigailyeboah2853
@abigailyeboah2853 6 жыл бұрын
Very helpful video. Helen's got an attitude though. Hilarious.
@DrNic
@DrNic 6 жыл бұрын
Thanks Abigail. She makes me laugh. My son, who was the editor for many of these videos, has a quirky sense of humour.
@caldeh
@caldeh 7 жыл бұрын
I want some choconutties!!!!
@DrNic
@DrNic 7 жыл бұрын
Me too.
@ozashweta2037
@ozashweta2037 3 жыл бұрын
Thank you. Very nice explanation with example.
@rpkumawat4585
@rpkumawat4585 16 күн бұрын
Excellent summarised presentation.
@TheLadiesman217137
@TheLadiesman217137 8 жыл бұрын
Lol, didnt even pause... haha.. *confused
@dieutran9066
@dieutran9066 7 жыл бұрын
You save my life, save my time. Loads of kisses to you :* :* :*
@SHANEDABIRDMAN2
@SHANEDABIRDMAN2 7 жыл бұрын
Diệu Trần hhhh
@shishirmahmood1766
@shishirmahmood1766 7 ай бұрын
This is an excellent video to understand TYPES of test. Hats off!!
@DrNic
@DrNic 7 ай бұрын
Thank you very much!
@Rohadjakmeg1
@Rohadjakmeg1 9 жыл бұрын
Thank you Michael, I just started learning statistics for fun and for better understandings and I couldnt even think of better video than this! Incredibly good starting point, and I think I will study all of your choclate adventures ^^ :)
@KamalAsasi
@KamalAsasi 7 жыл бұрын
Helen is always angry when she asks people to answer her questions. She should change her attitude otherwise she can not find the real answers from the respondents and therefore, the results are not valid.
@xrc7445
@xrc7445 6 жыл бұрын
You wouldn't think she has an attidute if she was a man. Anything to bash a woman entrepreneur even if she's a cartoon. For a man, this behaviour would go un-noticed and, mostly, un-commented..
@MNSTRMDVNCS
@MNSTRMDVNCS 3 жыл бұрын
Such a funny remark to teach about response bias.
@KamalAsasi
@KamalAsasi 3 жыл бұрын
Guys, plz take it easy and don't consider my comment as sexist. I just try to explain that we should not force someone to answer our questions as it can effect they response. I apology if I offended someone. All the best.
@mobinansarivlog9126
@mobinansarivlog9126 Жыл бұрын
@@xrc7445 it's her choice
@baul6843
@baul6843 7 ай бұрын
@@xrc7445 Sure, make everything about gender again. No, the situation would not be judged differently if she was a man and no one is bashing female entrepreneurs. It's a cartoon made for education. Leave your stupid world views out of here.
@Adrian-ly7by
@Adrian-ly7by 6 жыл бұрын
is that brienne from game of thrones?
@deepsirathore4339
@deepsirathore4339 Жыл бұрын
Thank you for explaining with clarity about the various statistical tests.
@DrNic
@DrNic Жыл бұрын
You are welcome!
@radhikasrinivasa3068
@radhikasrinivasa3068 4 жыл бұрын
I have developed a lot of respect and love for statistics! thanks to you !!
@DrNic
@DrNic 4 жыл бұрын
That is lovely to hear, Radhika. Understanding statistics is such an important skill for being fully informed. Glad I could be of help.
@radhikasrinivasa3068
@radhikasrinivasa3068 4 жыл бұрын
@@DrNic thrilled to get a reply from you ma'am
@PuneetMehra
@PuneetMehra 8 жыл бұрын
Your accent is totally non comprehensible. pickets? choco latte? tist?
@veggiepants2707
@veggiepants2707 6 жыл бұрын
^ spoken like a true aussie
@globexbeautysolutions7125
@globexbeautysolutions7125 6 жыл бұрын
New Zealand accent.
@whoeverwhateverany1
@whoeverwhateverany1 6 жыл бұрын
I beg to differ. it is comprehensible, it's just probably an accent you are not used to. oh and it's choco nutties by the way. There are many different accents so it wouldn't harm to learn to get used to some new one once in a while. Wouldn't it be boring if everyone spoke in the exact same way?
@WorldoftheNebulous
@WorldoftheNebulous 5 жыл бұрын
yo I blew on my screen because I thought your profile pic was a piece of hair hah got me
@1307sammiemc
@1307sammiemc 12 жыл бұрын
How good is this: Doing an online degree - without this type of resource would be totally lost. Thank you :)
@SMHLK218
@SMHLK218 5 жыл бұрын
Thank you. Excellent video
@ravigadani
@ravigadani 11 ай бұрын
This is an insanely helpful video. The topic has been clearly explained and the examples are on spot. Thank you so much.
@DrNic
@DrNic 11 ай бұрын
You're very welcome!
@xrc7445
@xrc7445 6 жыл бұрын
Very helpful video, thank you!
@nehalchavda1407
@nehalchavda1407 2 жыл бұрын
Thank you for the detailed explanation and making the topic clear to us!
@DrNic
@DrNic 2 жыл бұрын
You're very welcome!
@TheJazzzilla
@TheJazzzilla Жыл бұрын
Brilliant video. Loved the sarcastic comments... it got me to pause. Great stuff Dr Nic
@DrNic
@DrNic Жыл бұрын
Glad you enjoyed it. The comments from my editor who is also my son. He's pretty funny
@peteryu7366
@peteryu7366 6 жыл бұрын
very helpful explanation, thx for sharing
@padiahiral
@padiahiral 3 жыл бұрын
Thank you for enlightening us about various statistical tests.
@DrNic
@DrNic 3 жыл бұрын
Glad it was helpful
@migishaboyd
@migishaboyd Жыл бұрын
I guess that means i'm doing regression analysis. Tons of help, here, Dr. Nic! God bless you!
@DrNic
@DrNic Жыл бұрын
Thank you for that. Good luck! I have a series about multiple regression that is also helpful for linear regression.
@drbhavin8387
@drbhavin8387 3 жыл бұрын
explicit explanation, Thanks a lot !!!
@dishatrivedi3947
@dishatrivedi3947 3 жыл бұрын
Thank you for giving this useful information
@desaipriyanshi1997
@desaipriyanshi1997 2 ай бұрын
some of the best explanation among others. it's very helpful. thank you.
@parambuch4679
@parambuch4679 Жыл бұрын
Thank you for explaining such complex concepts of choosing statistical test in easiest manner. Really helpful.
@DrNic
@DrNic Жыл бұрын
Glad it was useful. It took quite a lot of thinking to come up with that format
@veerendrasinghnagoria6362
@veerendrasinghnagoria6362 8 ай бұрын
Your video was both simple and effective. It nicely presented the data, samples, and the purpose of analysis, helping in the selection of the appropriate statistical test. Thank you!
@DrNic
@DrNic 6 ай бұрын
Glad you enjoyed it!
@raghuveerjadeja1026
@raghuveerjadeja1026 3 жыл бұрын
impressive, superb session
@surekhaadki8423
@surekhaadki8423 7 жыл бұрын
Excellent Job. It really helped me a lot. Thank you for the most informative video.
@DavidMbale
@DavidMbale 5 жыл бұрын
Thank you this has helped with my assignment
@staceychristian9181
@staceychristian9181 3 жыл бұрын
Thank you for explanation.
@duggi1810
@duggi1810 11 жыл бұрын
Very well done and kept simple to understand !!
@bogstav
@bogstav 6 жыл бұрын
Great and very helpful video. Thanks for sharing!
@accountantsohanakhanpathan7110
@accountantsohanakhanpathan7110 Ай бұрын
Thank you sir for expanding
@Felicia-126
@Felicia-126 2 жыл бұрын
Wonderful video Dr Nic!
@DrNic
@DrNic 2 жыл бұрын
thanks
@DrNic
@DrNic 11 жыл бұрын
You should watch another of our videos about types of data, nominal, ordinal, interval/ratio so you can get a better idea of what kind of data this is. As the video shows, some people would say the data is ordinal, and you have to use a non-parametric measure. Others would say that it is interval, and you can use a t-test. I would do both. They will almost certainly give the same answer with regard to the original question, though the p-values may differ a little.
@bhartiprajapat8885
@bhartiprajapat8885 2 жыл бұрын
Thank you for guiding related to Statistical tests
@DrNic
@DrNic 2 жыл бұрын
Most welcome
@jaimidave1514
@jaimidave1514 3 жыл бұрын
Thank you for explaining
@wfhdick
@wfhdick Жыл бұрын
These vids would have been so great when I did stats and epi many years ago. What a great resource.
@DrNic
@DrNic Жыл бұрын
Thanks
@zeelupatel2933
@zeelupatel2933 Ай бұрын
Excellent video. I learned so much. Thank you.
@rituparnaprakritichatterje9596
@rituparnaprakritichatterje9596 2 жыл бұрын
Thank you so much for the session.
@DrNic
@DrNic 2 жыл бұрын
So glad it was helpful to you. I put a lot of thought into it.
@namechosen1
@namechosen1 11 жыл бұрын
Oh thank you so much for replying and helping! Much appreciated :)
@av11105
@av11105 3 жыл бұрын
Thank you for explaination regarding various tests
@shwetathakar1369
@shwetathakar1369 3 жыл бұрын
Wonderful idea for brainstorming... that she let us think first and then give answer.
@DrNic
@DrNic 3 жыл бұрын
I'm glad you like it. There is a follow-on video that gives you some more examples too. kzbin.info/www/bejne/hn23i6WHqZVkiZY
@jigarjoshi6708
@jigarjoshi6708 5 күн бұрын
Amazing interactive video.. tests well explained & Simplified..
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Choosing a Statistical Test for Your IB Biology IA
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Daniel M
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Khó thế mà cũng làm được || How did the police do that? #shorts
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