How To Perform Hypothesis Testing-Confidence Interval|Z Test Statistics| Derive Conclusion- Part 1

In this video we will understand how to perform hypothesis testing using Z test. We will understand how to initialize the null hypothesis and how to decide the significance value and how to come to a conclusion.
---------------------------------------------------------------------------------------------------------------------------
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite for a few months and I love it! www.kite.com/get-kite/?...
Subscribe my vlogging channel
/ @krishnaikhindi
Please donate if you want to support the channel through GPay UPID,
Gpay: krishnaik06@okicici
Telegram link: t.me/joinchat/N77M7xRvYUd403D...
Please join as a member in my channel to get additional benefits like materials in Data Science, live streaming for Members and many more
/ @krishnaik06
Connect with me here:
Twitter: / krishnaik06
Facebook: / krishnaik06
instagram: / krishnaik06

Пікірлер: 91

  • @teegnas
    @teegnas3 жыл бұрын

    I have seen a lot of Hypothesis Testing videos prior to this ... but this was the best explanation I could find till date. Thanks for uploading!

  • @ankitac4994
    @ankitac49942 жыл бұрын

    You are the best! Never get bored in your lectures.

  • @madhuravi6182
    @madhuravi61822 жыл бұрын

    UR EFFORTS IN TEACHING US IS SIMPLY AWESOME, Sir

  • @pramodmohandas8692
    @pramodmohandas86922 жыл бұрын

    You are doing an amazing job Krish!!! Very simple.

  • @thepresistence5935
    @thepresistence59353 жыл бұрын

    bro youre so amazing you opened by eyes on hypothesis testing . i so gald to have you . thankyou so much bro really youre awesome thanks !

  • @naynadhone359
    @naynadhone3593 жыл бұрын

    Thank you sir, Keep uploading this kind of videos. Started enjoying stats.

  • @prabhamelady1680
    @prabhamelady16802 жыл бұрын

    Krish this is really awesome video. It clearly explains Null hypothesis, which i was struggling from many months to understand. Thanks. Plz do many more videos for t-test, Anova test, Chi Square test. Thanks a lot

  • @hamzahjamal8334
    @hamzahjamal83343 жыл бұрын

    After going through 15+ videos on youtube on Inferential statistics, I am finally able to understand the concept. Thank you so much Krish sir for the awsome,detailed explanation. And it is a humble request to continue this series from where you left.

  • @OnkarSingh-rg5jp
    @OnkarSingh-rg5jp3 жыл бұрын

    Krish, Thank you so much for this explanation! I was literally searching the web to explain me this concept and you did it beautiful with just one video. Thank you so much ❤️🔥

  • @Vasudha2404
    @Vasudha24043 жыл бұрын

    really appreciate your effort krish sir...feeling very happy to listen ur teaching and yes u blessed

  • @krishnendusengupta
    @krishnendusengupta2 жыл бұрын

    Krish you are doing a fabulous job to explain such complex topic in your own inimitable style. Thanks a lot for making such off limit topics mainstream and enjoyable at the same time. Wish you health, wealth and lots of energy

  • @thulasikumar770
    @thulasikumar7703 жыл бұрын

    Most waited topic

  • @soumyaranjansethi1790
    @soumyaranjansethi17903 жыл бұрын

    Exited for the video

  • @raacaviam1906
    @raacaviam19063 жыл бұрын

    Such a good explanation for Hypothesis testing and z-test. Please make a session for the other tests too. It would be helpful

  • @pdpbasak
    @pdpbasak2 жыл бұрын

    Hi Krish, just a little correction, in this video and even in your previous video you said that p-value and the significance value are the same and are denoted by alpha. Actually they are not the same. Significance value/level (alpha) is defined as the probability of rejecting the null hypothesis if it is true. Also known as the false positive (FP) rate. In contrast, p-value is defined as "the smallest" level of significance at which we can "still" reject the null hypothesis. For a particular test with a particular level of significance (alpha), p-value obtained can be greater, lesser or even equal to the alpha. The decision rule is to "reject" the null hypothesis if p-value < alpha.

  • @thegamewars8569

    @thegamewars8569

    2 жыл бұрын

    Hi, Pradip can you please share the source link??

  • @pdpbasak

    @pdpbasak

    2 жыл бұрын

    @@thegamewars8569 I learnt it from my University during my statistics class. This is a very generic information. Go through any lectures on statistics from NPTEL, you'll get to know.

  • @tanb13

    @tanb13

    Жыл бұрын

    Absolutely correct..

  • @ahmadhassan8560

    @ahmadhassan8560

    Жыл бұрын

    Agree

  • @rishabhvarshney2234
    @rishabhvarshney22343 жыл бұрын

    This is best sir please continue ASAP

  • @user-to9vz6gh4b
    @user-to9vz6gh4b8 ай бұрын

    Hats off to your Work Sir

  • @allaboutcomputer8574
    @allaboutcomputer85742 жыл бұрын

    🙌 thanks for making me get some sense

  • @tigjuli
    @tigjuli3 жыл бұрын

    Thanks Krish! Can you do similar videos with respect to other tests (t-test, chi2, anova etc.)?

  • @joyalmeida6565
    @joyalmeida65652 жыл бұрын

    godlike explanation!!

  • @bumbachakraborty5254
    @bumbachakraborty52543 жыл бұрын

    enriched content...please continue till anova test

  • @pushpitkumar99
    @pushpitkumar992 жыл бұрын

    Great explanation sir. Please upload part 2 as well.

  • @hardikvegad3508
    @hardikvegad35083 жыл бұрын

    Amazing video krish...bring back college memories...when i got KT at stats twice.... I wish you made this video at 2018... Thank you😂😂😂.

  • @alihaiderabdi9939
    @alihaiderabdi99392 жыл бұрын

    awesome explanation

  • @write2ruby
    @write2ruby2 жыл бұрын

    Great Session

  • @sumeetroy8600
    @sumeetroy86002 жыл бұрын

    Great explanation :)

  • @data_crafted
    @data_crafted2 жыл бұрын

    Great sir !!

  • @agirmaus-lh9zi
    @agirmaus-lh9zi2 жыл бұрын

    awesome explanation .. Thanks

  • @navinpandey1309
    @navinpandey13092 жыл бұрын

    Amazing explanation..

  • @sowjanyadharmavarapu2653
    @sowjanyadharmavarapu26533 жыл бұрын

    this is a wonderful video.. thank you sir.. please make videos on other tests as well (t-test, anova test, chi square, f-test)

  • @dhanushreddy4367
    @dhanushreddy43672 жыл бұрын

    Very nice explanation sir

  • @kowshikparitala2715
    @kowshikparitala27153 жыл бұрын

    Nice explanation 🙂

  • @Rahul_Singh_Rajput_04
    @Rahul_Singh_Rajput_042 жыл бұрын

    thanks a lot

  • @Trade_with_speed
    @Trade_with_speed2 жыл бұрын

    yes it clear now

  • @louerleseigneur4532
    @louerleseigneur45323 жыл бұрын

    Thanks Krish

  • @priyeshdave3799
    @priyeshdave37992 жыл бұрын

    Hi Krish, I have a doubt, for One Tail Test with alpha=.05 when we are testing for the nil hypothesis to be rejected or accepted, do we still check if the p value < .05 or should we now check whether the p value < .025 ?

  • @nikhilrathaur9465
    @nikhilrathaur94653 жыл бұрын

    maza aa gaya

  • @diptachatterjee8717
    @diptachatterjee87173 жыл бұрын

    Its an irony that what i didn't get paying 40 k you gave it for free. Big brother, Tussi great ho!!

  • @jainitafulwadwa8181
    @jainitafulwadwa81813 жыл бұрын

    Standard deviation for z test with proportion is p0(1-p0) because it is a Bernoulli's distribution.

  • @ashishkumardas4402
    @ashishkumardas44022 жыл бұрын

    ANOVA is generally used when we want to test the significance of the difference between more than two independent sample means. Here we dont analyze variances.

  • @karanchoudhary6117

    @karanchoudhary6117

    2 жыл бұрын

    Yes you are right tha Anova test check if the means of two or more groups are significantly different from each other but this comes under the analysis of variance.

  • @sudharsanb9391
    @sudharsanb93913 жыл бұрын

    sir please update the statistics playlist by putting the recent statistics videos onto that

  • @vallimuthaiyah5098
    @vallimuthaiyah50983 жыл бұрын

    Does one sample z test with proportion example refers to Bernoulli distribution? Y it should have Gaussian distribution here?

  • @faraznassar9823
    @faraznassar98233 жыл бұрын

    Sir is macbook air m1 8gb/512 gb ssd good for ml?

  • @adipurnomo5683
    @adipurnomo56832 жыл бұрын

    Please do many more on Friedman test, Nemenyi test. If we have more than 2 model and more than 2 datasets we use this.

  • @SalkaRahman
    @SalkaRahman3 жыл бұрын

    sir could you please make a video on handwritten text recognition using nlp.

  • @ronaknandanwar4648
    @ronaknandanwar46483 жыл бұрын

    Can you make a video on siesmic neural networks.

  • @imrankm-u6k
    @imrankm-u6k3 күн бұрын

    if any body over there, please explain why extreame value is taken as .025? it is .05 right?

  • @ArchnaVijay
    @ArchnaVijay3 жыл бұрын

    Hi Krish, can you please make a video on the Calibration model /plot

  • @masthanjinostra2981
    @masthanjinostra29813 жыл бұрын

    Is there any video related to regEX ??

  • @DaaniaKhalith
    @DaaniaKhalith Жыл бұрын

    evaluating confidence interval is the result of hypothesis testing

  • @akshayshenoy7417
    @akshayshenoy74173 жыл бұрын

    Krish waiting for part 2 please start

  • @eengpriyasingh706
    @eengpriyasingh7063 жыл бұрын

    If we don't have numerical data then can we test the confidence level only if we have some periodogram

  • @madhavilathamandaleeka5953
    @madhavilathamandaleeka59533 жыл бұрын

    1.96 and -1.96 are nothing but confidance intervals in terms of standard deviation. And we'll get their limits by substituting them in l Point estimate +- Margin error formula . Am I correct sir !?

  • @tanmaythaker2905

    @tanmaythaker2905

    2 жыл бұрын

    Yes!

  • @divitpatidar8253
    @divitpatidar82533 жыл бұрын

    When is the next session sir i just cant wait!!

  • @Roblox5091

    @Roblox5091

    3 жыл бұрын

    Woaaaweeeeewwwww

  • @silkygarg4047
    @silkygarg40472 жыл бұрын

    The alternate hypothesis condition should be >1.96 and =1.96 and

  • @MySouvik
    @MySouvik2 жыл бұрын

    For the medication - IQ question -- shouldn't we take H1 as mean > 100 -- and it becomes a one-tailed test. However, the question is just whether meds affect IQ or not - could be positive or negative, hence perhaps two-tailed

  • @devinpython5555
    @devinpython55553 жыл бұрын

    in both the example the value does not fall in range so rejected null and accepted alternate , but in first example conclusion was there is change in IQ , second example conclusion claim is Inaccurate , my understanding is like claim is accurate . could someone help?

  • @tanayapanda1636

    @tanayapanda1636

    2 жыл бұрын

    Even I have the same query but no one is there to reply

  • @testsample1005
    @testsample10053 жыл бұрын

    Hi Sir, which software or device you are using for writing, really i liked this way.

  • @parthsonagara9562

    @parthsonagara9562

    3 жыл бұрын

    Microsoft Whiteboard

  • @testsample1005

    @testsample1005

    3 жыл бұрын

    @@parthsonagara9562 and which device for writing?

  • @parthsonagara9562

    @parthsonagara9562

    3 жыл бұрын

    @@testsample1005 May be using Microsoft Surface or any tablet which will have digital pen.

  • @rediyeheins6624

    @rediyeheins6624

    3 жыл бұрын

    @@testsample1005 .xp pen

  • @Globaltravel32
    @Globaltravel328 ай бұрын

    Link to part 2?

  • @abhisheksa6635
    @abhisheksa66352 жыл бұрын

    If I am not wrong, you can never accept the null hypothesis, there is only rejection or enough evidence is not found to reject it.

  • @aslamuddinmuhammad4694
    @aslamuddinmuhammad46942 жыл бұрын

    If alpha is 0.01 then should we check z value of 0.995?

  • @Pubgloverg388
    @Pubgloverg3883 жыл бұрын

    how to get course sir

  • @jyothinkjayan6508
    @jyothinkjayan65083 жыл бұрын

    14:41 how can we say we accept null hypothesis, we generally say we fail to reject null hypothesis.. Which one is correct

  • @mdmynuddin1888

    @mdmynuddin1888

    3 жыл бұрын

    p

  • @RaviKumar-ln9pl

    @RaviKumar-ln9pl

    3 жыл бұрын

    we don't accept any hypothesis.....we only conclude whether to reject null hypothesis or do not reject null hypothesis

  • @ashutoshsrivastava416

    @ashutoshsrivastava416

    3 жыл бұрын

    we say we fail to accept or fail to reject

  • @aslamuddinmuhammad4694
    @aslamuddinmuhammad46942 жыл бұрын

    In the last problem, is null hypothesis not equals to 82%

  • @jainitafulwadwa8181
    @jainitafulwadwa81813 жыл бұрын

    Why are we considering two tail test for z test? Medically we are trying to test if the medication increases the IQ.

  • @sripadhavallabhagoud9590

    @sripadhavallabhagoud9590

    3 жыл бұрын

    They were talking about the medicine affecting intelligence, it could be in two ways either it could increase IQ or it could decrease IQ after consumption of new drug.

  • @kjaisharma
    @kjaisharma3 жыл бұрын

    Sir, part 2?

  • @TrackHawk7
    @TrackHawk73 жыл бұрын

    can somebody tell , which subject is this , looks difficult but interesting

  • @alijan634

    @alijan634

    2 жыл бұрын

    This subject is known as STATISTICS.

  • @vedprasad9975
    @vedprasad9975 Жыл бұрын

    Bro where is part 2 of this ?

  • @cgqqqq
    @cgqqqq2 жыл бұрын

    I want this kind of pill so bad

  • @joeljoseph26
    @joeljoseph263 жыл бұрын

    95% -> Confidence level

  • @Rana-yc6yt
    @Rana-yc6yt3 жыл бұрын

    when the 2nd part?

  • @somalishant
    @somalishant2 жыл бұрын

    2 tail

  • @unezkazi4349
    @unezkazi43492 жыл бұрын

    see iift videos....they explain much better

  • @Pubgloverg388
    @Pubgloverg3883 жыл бұрын

    how to get course sir