What Is P Value In Statistics In Simple Language?

In statistics, the p-value is the probability of obtaining results at least as extreme as the observed results of a statistical hypothesis test, assuming that the null hypothesis is correct
Subscribe my vlogging channel
/ @krishnaikhindi
iNeuron is coming up with the Affordable Machine Learning And Deep Learning Master Course. This batch is starting from 10th April and the timing will be 8am to 10am on Saturdays and Sunday and it will be live sessions.
The course fees will be 3000 inr+18% GST.
Download the syllabus and fill the form to reserve the seat
ineuron1.viewpage.co/MLRDAPRIL
Download the syllabus and fill the form to reserve the seat, the support team will call you.
ineuron1.viewpage.co/DLCVNLPAPRIL
Incase of any queries you can contact the below number.
8788503778
6260726925
9538303385
8660034247
9880055539
-------------------------------------------------------------------------------------------------------------------------
⭐ 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/?...
All Playlist In My channel
Interview Playlist: • Machine Learning Inter...
Complete DL Playlist: • Complete Road Map To P...
Julia Playlist: • Tutorial 1- Introducti...
Complete ML Playlist : • Complete Machine Learn...
Complete NLP Playlist: • Natural Language Proce...
Docker End To End Implementation: • Docker End to End Impl...
Live stream Playlist: • Pytorch
Machine Learning Pipelines: • Docker End to End Impl...
Pytorch Playlist: • Pytorch
Feature Engineering : • Feature Engineering
Live Projects : • Live Projects
Kaggle competition : • Kaggle Competitions
Mongodb with Python : • MongoDb with Python
MySQL With Python : • MYSQL Database With Py...
Deployment Architectures: • Deployment Architectur...
Amazon sagemaker : • Amazon SageMaker
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
Please do subscribe my other channel too
/ @krishnaikhindi
Connect with me here:
Twitter: / krishnaik06
Facebook: / krishnaik06
instagram: / krishnaik06

Пікірлер: 138

  • @krishnaik06
    @krishnaik063 жыл бұрын

    Guys at 3:34 just a small update The p-value is not interpreted as a probability that the null hypothesis is true. It is the probability of observing a value of the test statistic that is as or more extreme than what was observed in the sample, assuming the null hypothesis is true. Dont Forget to subscribe my vlogging channel to see more motivational videos. Happy Learning!! kzread.info/dash/bejne/em14xJl6dMnJiKw.html

  • @debarunkumer2019

    @debarunkumer2019

    3 жыл бұрын

    Sir can you please make a tutorial on the application of fastai framework ?

  • @ayushmanmisra1768

    @ayushmanmisra1768

    2 жыл бұрын

    can you please explain what is then the difference b/w level of significance(alpha) & p-value

  • @rajdama205

    @rajdama205

    Жыл бұрын

    Also one more update, p-value isn't significance value. We calculate significance value based on observations and then compare it with p-value to decide if Null Hypothesis is accepted or rejected.

  • @rishirajsutar6571

    @rishirajsutar6571

    7 ай бұрын

    you need to delete this entire video rather than just correcting yourself in the comment section. A student who is new in this domain can easily get misguided.

  • @bestofbest258
    @bestofbest258 Жыл бұрын

    Understanding p-value took so much time since other posts and videos don't involve animation of distributions in their explanations. I will say this is the greatest explanation one can ask for. Thank you so much, Krish!

  • @somjitdas6034
    @somjitdas60342 жыл бұрын

    Finally, the concept of p-value, null hypothesis are cleared. Thanks, Krish, your videos on DS and ML seem so fulfilling and refreshing , compared to the tedious DS+ML courses. Thanks a million, you are an amazing teacher!

  • @imteyazahmad9616
    @imteyazahmad96163 жыл бұрын

    Thanks for making this video. Pvalue is one of the most important part in Data Science.

  • @dadakhalandar5820
    @dadakhalandar58203 жыл бұрын

    Such a clear explanation about P-Value I have ever seen ☺ Thanks sir

  • @vivekjoshi3769
    @vivekjoshi37693 жыл бұрын

    Hey Krish please make 10 mins videos like this more on short topics. They are helpful for beginner in statistics like me. Thanks & appreciate time you spent on great content.

  • @rachitsingh4913
    @rachitsingh49132 жыл бұрын

    Most clear explanation on p-values and hypothesis.

  • @dollysiharath4205
    @dollysiharath4205 Жыл бұрын

    You're an excellent instructor. Thank you for teaching.

  • @christophersujoy8470
    @christophersujoy8470 Жыл бұрын

    Sir you made this topic much more simpler and easily understandable.🙏🏻🙏🏻🙏🏻

  • @kylesnodgrass1
    @kylesnodgrass1 Жыл бұрын

    Finally a video that explained what is happening. I managed to work out a definition from summarising your video.... thank you. 95% of all results will be average. However, 5% or less would be classified as extraordinary. Therefore, if your experiment gave results which are 5% or less than likely to occur on average, the independent variable you have manipulated is significant, because it changed the results from average to extraordinary.

  • @dstan16224
    @dstan16224 Жыл бұрын

    Thank you very much for this explanation! The graphical representation made it finally easy to understand it.

  • @hkiki1
    @hkiki12 жыл бұрын

    Simple and easy to understand! I finally got what the pvalue is

  • @shakibaamirshahi8721
    @shakibaamirshahi87212 ай бұрын

    The best explanation that I have ever seen for the P-value. Thanks for your useful video!

  • @rifatulislamhimel6545
    @rifatulislamhimel65452 жыл бұрын

    Super clear explanation. Thanks for making such a lecture.

  • @thudimillasaiprasad3983
    @thudimillasaiprasad39833 жыл бұрын

    Excellent Krish I had filnally clear my self.

  • @bphanikrishna1
    @bphanikrishna12 жыл бұрын

    Nice explanation. When you have time please explain how to combine multiple p-values from independent tests. That is combining p-values into a single test of a common Hypothesis. Thank you in advance.

  • @user-cc2rt9by2r
    @user-cc2rt9by2r8 ай бұрын

    The absolute best explanation I have ever heard!!

  • @anandlearningacademy9022
    @anandlearningacademy90223 жыл бұрын

    I especially loved that keyboard example...It's a kind of refreshment of concepts after watching your videos...

  • @fksons4161

    @fksons4161

    2 жыл бұрын

    It got me cracking. All the people who have taught me never explained this concept as clear as he did. Wonderful teacher

  • @niranjannazarkar555
    @niranjannazarkar5553 жыл бұрын

    Excellent way of Explanation

  • @kajolbrahma1026
    @kajolbrahma10262 ай бұрын

    Thank you so much sir . After watching this video I got clear about " P value " concept and really this is the best video I ever watched. You demonstrated it well sir .

  • @Raja-tt4ll
    @Raja-tt4ll2 жыл бұрын

    Very beautifully explained the concept. Thanks for your effort Krish.

  • @gauravs3605
    @gauravs36053 жыл бұрын

    it is really detailed and simple to understand...Thanks Krish

  • @bryanstark324
    @bryanstark3242 жыл бұрын

    Thanks Krish, I signed up for your analytics course and looking forward to it!

  • @arpanapathak6978
    @arpanapathak697811 ай бұрын

    Thanks for this video. Fairly easy to understand and very relevant analogy.

  • @auslei
    @auslei2 жыл бұрын

    applaud, for someone write so well with mouse, besides the good content.

  • @sangeethachandru7903
    @sangeethachandru79033 жыл бұрын

    Excellent teaching sir. I really understood.,.

  • @earlnoli
    @earlnoli2 жыл бұрын

    my god I have heard the pvalue explanation a lot but yours is the best. I keep on forgetting it because i truly did not understood it and only memorized (then forget the definition). Your ada boost explanation made me subscribe few days back... you are just too good man. Where were you when I took my masters?? 😂

  • @kiran082
    @kiran0822 жыл бұрын

    Such an awsome video with very good examples.Thanks a lot for all your efforts for creating such an amazing video

  • @priyakashyap5716
    @priyakashyap57162 жыл бұрын

    Best ever explanatory video I've seen

  • @nithyapalanisamy4904
    @nithyapalanisamy49042 жыл бұрын

    Nice explanation clearly understood and we expect more practical examples

  • @satadrubera
    @satadrubera2 жыл бұрын

    StatQuest and KrishNaik these two youtube channel just damn good for learning statistics.

  • @manjunathareddy359
    @manjunathareddy3593 жыл бұрын

    hey krish, when I was testing my object detection model, It was giving all classes which I have mentioned in labelmap, what if I want to display or draw bounding boxes for the required classes among all the classes.

  • @sumantbachewar4628
    @sumantbachewar46282 жыл бұрын

    Simply you are the best sir!

  • @subhranshusahani547
    @subhranshusahani547 Жыл бұрын

    Great Video...Very Clear Sir. Thank You

  • @user-ss2ih7hh4q
    @user-ss2ih7hh4q4 ай бұрын

    Thank you brother.Excellent explanation ,writing doesn’t matter

  • @medsisrinivas9468
    @medsisrinivas94683 жыл бұрын

    Hey Krish, could you please explain how to interpret Logistic regression coefficients in the budiness terms. Linear regression coefficients is pretty clear to interpret but logistic regression log odds has bit hardtime to understand. It would be really helpful if you explain this.

  • @KhalidFarooq786
    @KhalidFarooq7862 жыл бұрын

    super presentation . full marks . excellent

  • @maimoonasayeed5112
    @maimoonasayeed51122 жыл бұрын

    Very well explained. Thank you

  • @baljitsingh-ch9jo
    @baljitsingh-ch9jo Жыл бұрын

    thanx.....in simple way u explained everything

  • @kaushikreddy6419
    @kaushikreddy64193 жыл бұрын

    The above fair coin according to null hypothesis we should perform one-tail test.

  • @deekshashetty4611
    @deekshashetty461110 ай бұрын

    Thank you for the good explanation

  • @karthickk6587
    @karthickk65873 жыл бұрын

    Thanks for making me understood the p value

  • @arlinkinpark6769
    @arlinkinpark67693 ай бұрын

    I am a doctor...and i bet very few medico knows about p value concept like you explained..we also need p value in biostats

  • @biggboss5194
    @biggboss51943 жыл бұрын

    Excellent explanation

  • @manojbanoth5942
    @manojbanoth59423 жыл бұрын

    We most of the time take 95% region of bell curve for not rejecting the null hypothesis, because of it is nearer to two standard deviations or anything else?

  • @drpkgupta4469
    @drpkgupta4469 Жыл бұрын

    Thank u so much sir .very nice explanation sir .

  • @sambeetpanda86
    @sambeetpanda862 жыл бұрын

    Simply excellent concepts..

  • @charmaine7301
    @charmaine73012 жыл бұрын

    Awesome explanation…you got a subscriber sir🤙

  • @Burak-cr6um
    @Burak-cr6um2 жыл бұрын

    Thank you! it was very helpful.

  • @oliullah.mahmud
    @oliullah.mahmud2 жыл бұрын

    Excellent teaching sir.

  • @tirupatimangalpelli5345
    @tirupatimangalpelli53455 ай бұрын

    u really explained in simple way

  • @Arslanqadri
    @Arslanqadri2 жыл бұрын

    Incorrect definition of p value. It is not the probability of null to be true. It is the probability of finding an extreme point if null is true.

  • @thelife1919

    @thelife1919

    Жыл бұрын

    Yes, it is not correct.

  • @Karthik-wj5rs

    @Karthik-wj5rs

    11 ай бұрын

    See pinned comment bro

  • @sherwinantony3512

    @sherwinantony3512

    6 ай бұрын

    (Doubt) Probability of finding extreme point where ?

  • @AjitKumar-vm8xr

    @AjitKumar-vm8xr

    5 ай бұрын

    Not extreme point but getting same result of sample again and again if null hypois true

  • @VijayasarathyMuthu
    @VijayasarathyMuthu3 жыл бұрын

    Ha ha.. Thanks. All along I thought fair coin simply means a coin which has a head and tail. I mean not a dummy coin like heads or tails on both sides 🙈

  • @biswajeetparija1972
    @biswajeetparija19722 жыл бұрын

    Very good explanation.

  • @Mee12394
    @Mee123946 ай бұрын

    Finally understood p value 2 months before neetpg

  • @mustanganiruddh2745
    @mustanganiruddh2745 Жыл бұрын

    OH god that was so easy ? thank you bhai

  • @Isaac-kq3ec
    @Isaac-kq3ec3 жыл бұрын

    Bro for ML+DL will you teach from basics Because I did my master's in geology is there any chance of getting into IT industry

  • @nirmalyabakshi2290
    @nirmalyabakshi22903 жыл бұрын

    Very good explanation

  • @Simran_Warraich_
    @Simran_Warraich_ Жыл бұрын

    awesome explanation

  • @mecidelhasan9398
    @mecidelhasan93988 ай бұрын

    in one word ,amazing

  • @manikantareddy1830
    @manikantareddy1830 Жыл бұрын

    Sir, can you please explain this “if the CI for the mean difference contains 0 within the interval -- i.e., if the lower boundary of the CI is a negative number and the upper boundary of the CI is a positive number -- the results are not significant at the chosen significance level” Thank you

  • @ravidhandhukiya2291
    @ravidhandhukiya22912 жыл бұрын

    Nice explanation.

  • @aamirwazir2362
    @aamirwazir23622 жыл бұрын

    Thanks Sir🙋🏻‍♂️👍🏻

  • @Dr._NextDoor
    @Dr._NextDoor7 ай бұрын

    Thank Youuuu! 🥲💙

  • @girishmahamuni1830
    @girishmahamuni18303 жыл бұрын

    Thank you

  • @benardkiplimo3508
    @benardkiplimo35086 ай бұрын

    Thank you!

  • @JaydeepSinghTindori
    @JaydeepSinghTindori3 жыл бұрын

    P is not significant leve. It should be like alpha. P is the estimated probability for that 5% at given samples number.

  • @minakshiboruahnitmz
    @minakshiboruahnitmz5 ай бұрын

    H0 means fair coin but the p is probabilty of head difference in the defn.

  • @preetisri7297
    @preetisri72973 жыл бұрын

    Good one

  • @abdoulazizdabo9064
    @abdoulazizdabo9064 Жыл бұрын

    Best explanation

  • @mdmahmudulhasanmiddya9632
    @mdmahmudulhasanmiddya96322 жыл бұрын

    Great explain sir

  • @mohanb655
    @mohanb6553 жыл бұрын

    If P = 0.02 ( or 2%) , does that mean null hypothesis is true by 0.98 ( or 98%) ? and we have to accept null hypothesis ? Please guide / help. For example the relationship between alcohol consumption and marks scored.

  • @hellomacha4388
    @hellomacha43883 жыл бұрын

    Hello sir can you please explain weak law of large numbers and strong law of large numbers

  • @chillvibes1896
    @chillvibes1896 Жыл бұрын

    Well explained

  • @ayushimittalmail
    @ayushimittalmail2 жыл бұрын

    Very nice video boss 😊

  • @mahajanravish
    @mahajanravish3 жыл бұрын

    Do all data sets follows bell shape curved? If not how we will use t test and all that? By the way, very nice videos.😊

  • @achintsingh4552
    @achintsingh45522 жыл бұрын

    Thank You!

  • @abde1581
    @abde15813 жыл бұрын

    Please make video on ANOVA

  • @shreshthsharma2001
    @shreshthsharma2001 Жыл бұрын

    The Coin in Sholay movie,, had p value less than 0.05 ,,and rejected the the null hypothesis,,, and rest is history

  • @AmandeepSingh-yo1it
    @AmandeepSingh-yo1it Жыл бұрын

    2:47 in the term of frequentist approach

  • @louerleseigneur4532
    @louerleseigneur45323 жыл бұрын

    Thanks Krish

  • @nandinimishra3632
    @nandinimishra36324 ай бұрын

    Please make a video on the Mann Kendall test...

  • @nikitasinha8181
    @nikitasinha8181 Жыл бұрын

    Thank you sir

  • @mdmahmudulhasanmiddya9632
    @mdmahmudulhasanmiddya96322 жыл бұрын

    Good explain sir

  • @kaustubhrege969
    @kaustubhrege9692 жыл бұрын

    Thank you sir.

  • @sandhyaranisahoo933
    @sandhyaranisahoo93311 ай бұрын

    Nice video Sir

  • @bhatkti_aatma
    @bhatkti_aatma3 жыл бұрын

    Can I get an admission in bsc data science after 12th commerce in St Xavier's College Mumbai and I've mathmatics in optional subject ??? please please please please please please please please please please please please please please please please tell me...

  • @paragzade3408
    @paragzade34083 жыл бұрын

    Wish you had chosen a continuous variable rather than a categorical one!

  • @swapnilsarangkar6888
    @swapnilsarangkar68882 жыл бұрын

    hi sir can you please make video on meta-analysis ?

  • @funtuber9155
    @funtuber9155 Жыл бұрын

    Thank you so much, but just to share I slept like 8 times and each time i rewinded from 7:10

  • @user-tw7yu7wy6u
    @user-tw7yu7wy6u6 ай бұрын

    Krish ji, Understood the concepts, but not able to connect this example to the thing that we do hypothesis testing in sample to understand population behaviour.... pls someone clarify

  • @srinivasg6622
    @srinivasg66222 жыл бұрын

    It would be better if you could explain us with the same keyboard example and ofcourse it's easy.

  • @sanjaisrao484
    @sanjaisrao484 Жыл бұрын

    Thanks

  • @MirGlobalAcademy
    @MirGlobalAcademy Жыл бұрын

    Nice

  • @Amansingh-tr1cf
    @Amansingh-tr1cf3 жыл бұрын

    Awesome

  • @abhaygupta7931
    @abhaygupta79312 жыл бұрын

    How you have plotted the categorical data (head or tail) on a pdf

  • @debjit08
    @debjit083 жыл бұрын

    so if p value is

  • @hardikvegad3508
    @hardikvegad35083 жыл бұрын

    Why does sample mean uses n-1; Please Krish answer this one too.

  • @krishnaik06

    @krishnaik06

    3 жыл бұрын

    Soon I will explain in a video

  • @hardikvegad3508

    @hardikvegad3508

    3 жыл бұрын

    @@krishnaik06 thank you very much sir 🙌🏻

  • @imteyazahmad9616

    @imteyazahmad9616

    3 жыл бұрын

    @@krishnaik06 I had tried to find this question but still I am confuse why n-1

  • @shrikantdeshmukh7951

    @shrikantdeshmukh7951

    3 жыл бұрын

    Df of freedom ? N-1? You are talking about?

  • @shortentertainingclips3119
    @shortentertainingclips31192 жыл бұрын

    thankx

  • @sagarparab6973
    @sagarparab6973 Жыл бұрын

    meanse between the confidence interval