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Hypothesis testing 

Global Health with Greg Martin
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Hypothesis testing is the cornerstone of statistical analysis and the scientific method. If you are doing research or analyzing data, then you might be wanting to use statistics to draw your conclusions. Using tests like the t-test, ANOVA, chi squared and linear regression all require that you understand how using sample data can help make inference about a population. Statistical tests provide a p-value and a 95% confidence interval that can be used to accept or reject a null hypothesis.
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13 авг 2024

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Комментарии : 55   
@gregmartin
@gregmartin Год назад
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
@mesfinmekuria5694
@mesfinmekuria5694 Месяц назад
Dear lecturer, I'm very happy with your youtube video presentation because I have been getting valuable inputs for my PhD study. Thank you, but would you please share me if you have a youtube video on the students' speaking performance in English language classroom?
@mikehynz
@mikehynz 7 месяцев назад
I love when someone makes a video explaining a concept so well that I only have to watch once, but still choose to watch twice
@cyg7655
@cyg7655 2 года назад
Very clearly explained thank you. However, I believe you could have briefly mentionned the central limit theorem to justify why under the null hypothesis we expect a normal distribution of sampled means. Otherwise, this is by far the best/most efficient explanation on the internet. THANK YOU :)
@simonaydevos1775
@simonaydevos1775 2 года назад
Thanks Greg! First year doing MPH courses, and finding your videos very helpful!
@gregmartin
@gregmartin 2 года назад
Glad to help! Best of luck on your MPH journey, Simonay :)
@IamGodSon
@IamGodSon 2 года назад
Thanks so much. For those without an MPH, but in global health, holler at your boy!
@gregmartin
@gregmartin 2 года назад
You’re welcome!
@haraldurkarlsson1147
@haraldurkarlsson1147 2 года назад
Martin, Could you do a video on survival analysis one day? I would love to see your handling of the topic (and if you could couple it with R that would be even better).
@gregmartin
@gregmartin 2 года назад
will do :) and by the way, I have an R programming channel (R programming 101)
@mohamedmarie2416
@mohamedmarie2416 2 года назад
Hard topic made easy. Thanks
@gregmartin
@gregmartin 2 года назад
You’re welcome!
@nyalimakangila2705
@nyalimakangila2705 Год назад
You are a good teacher
@gregmartin
@gregmartin Год назад
Wow thank you
@weston.weston
@weston.weston 2 года назад
This is a great explanation.
@gregmartin
@gregmartin 2 года назад
Thanks (much appreciated)
@joyferdinand
@joyferdinand Год назад
Thank you, Greg, I really found this video helpful. this is the first time I am taking statistics courses and sometimes it seems pretty overwhelming.
@gregmartin
@gregmartin Год назад
Glad it was helpful! Thank you for the feedback. You can do it!
@jamesleleji6984
@jamesleleji6984 2 года назад
Thanks for your lucid explanation. Please can you do a randomized control trial video using R. It would be helpful to understanding the concept.
@gregmartin
@gregmartin 2 года назад
Thanks for the suggestion
@Pandora155
@Pandora155 2 года назад
Your videos are amazing!! Thank you so so so much
@gregmartin
@gregmartin 2 года назад
Thanks for the lovely feedback. Much appreciated.
@erandabandara9757
@erandabandara9757 2 года назад
Thanking you ..., sir
@rehanicu
@rehanicu 2 года назад
Thanks for this presentation but I have a question if p values below 0.05 and average weight of sample falls in that proportion, does that mean this sample having sample mean 75 belong to population that doesn't have average weight of 65kg?
@jamesleleji6984
@jamesleleji6984 2 года назад
Hi Greg. Can you do a tutorial on difference in differences using R where there is a test and control group to determine the impact of an intervention. Thanks
@gregmartin
@gregmartin 2 года назад
Will do.
@jamesleleji6984
@jamesleleji6984 2 года назад
@@gregmartin I'll be on the look out for this. Thanks for all the knowledge you are sharing about R programming.
@syhusada1130
@syhusada1130 2 года назад
Great idea.
@georgie66549
@georgie66549 2 года назад
Hi Greg, Thank you so much for all your efforts in these videos, they're always so clearly explained! Do you have any videos or will you consider doing any on Regression Dilution Bias? I'm currently studying that in my Intermediate Epi module Thanks again!
@ismaelslaoui5100
@ismaelslaoui5100 Год назад
Awesome work Greg!!
@gregmartin
@gregmartin Год назад
Glad you enjoyed it! Cheers!
@olanmalde807
@olanmalde807 2 года назад
Well explained :)
@gregmartin
@gregmartin 2 года назад
Glad it was helpful!
@sakanablesakanable
@sakanablesakanable Год назад
Thank you so much Greg, can you please tell me what software you use for video editing? Thanks in advance
@zulqarnainsatti8007
@zulqarnainsatti8007 2 года назад
Hi Sir, could you please add raster data( satellite) for analysis in your videos? please
@felixlucanus7922
@felixlucanus7922 Год назад
Nice video. May be also worth noting that an average value is not enough to construct a distribution such as the one drawn in the video. So the hypothesis would have to include more information than just the mean value to construct the distribution.
@gregmartin
@gregmartin Год назад
Great point! Thanks for the feedback
@ruhafza4719
@ruhafza4719 2 года назад
You rock as usual
@gregmartin
@gregmartin 2 года назад
That's kind of you to say :)
@jeremiahbaker6396
@jeremiahbaker6396 11 месяцев назад
THANK YOU
@mandelahyacinthe9453
@mandelahyacinthe9453 2 года назад
And why was nul hypothesis was rejected in this cases when it is clear avarage weight of men in Ireland is 65kg? (Which was the nul hypothesis)
@ngocthutan3506
@ngocthutan3506 2 года назад
very helpful
@gregmartin
@gregmartin 2 года назад
Glad it helped! Thanks for the feedback.
@alinawani2507
@alinawani2507 6 месяцев назад
Sir explain z test ttes z score
@laaxmi1966
@laaxmi1966 Год назад
I paid money but no video bytes are getting
@mziegl11
@mziegl11 Год назад
Can you do a video on mirror writing? Thanks for this one too.
@gregmartin
@gregmartin Год назад
Great suggestion! Thanks for the feedback!
@cciccone61
@cciccone61 Год назад
I’m 61 years old. I FINALLY get this.
@gregmartin
@gregmartin Год назад
I'm so glad to hear that, Carlos. Thank you!
@amylawsongill
@amylawsongill Месяц назад
I don’t understand the background music… why ruin a video
@merciadios5113
@merciadios5113 2 года назад
You are fucking awesome!!
@gregmartin
@gregmartin 2 года назад
Thank you!
@shaneoneil894
@shaneoneil894 2 года назад
Life saver
@gregmartin
@gregmartin 2 года назад
Glad it was helpful! Thank you :)
@Sergiuss555
@Sergiuss555 Год назад
Terrible explanation. You should probably use more precise language. The "sample falls into 2.5%" in what way?
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