Population vs Sample in Statistics

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  • Опубликовано: 16 сен 2024

Комментарии • 78

  • @shashishankar1352
    @shashishankar1352 5 лет назад +44

    Really appreciate your efforts. One thing which I want to raise out that statement "population mean is always greater than sample mean" is not correct. It depends how sampling has been done. Say population set is {1,2,5,3,7,8} and sample set is {5,7,8} as subset of population set. So here mean of sample is greater than mean of population.

    • @krishnaik06
      @krishnaik06  5 лет назад +27

      Yes buddy u r right...I probably may have missed it. APOLOGIES

  • @shyam15287
    @shyam15287 4 года назад +6

    Thanks for the video krish ji post many videos on context aware recommendation systems this is my research topic thank you for your great support ur videos are precious u have a long way to go u are my inspiration love u lot🙏🙏🙏👏👏👏👍👍👍👍

  • @akshayakumarbehura3418
    @akshayakumarbehura3418 5 лет назад +6

    Nice work! Appreciate your efforts 😊 Kindly add more videos to the stats session. Pls complete the series and also touch upon maths behind each algos.

  • @vikastiwari1070
    @vikastiwari1070 4 года назад +5

    Really happy to see the progress....starting with paint to use as board...

  • @TheDataEnthusiast
    @TheDataEnthusiast 2 года назад +2

    3:03 What is population
    4:13 Mean
    5:40 Sample
    7:46 Population mean vs Sample mean

  • @darshasharma8522
    @darshasharma8522 5 лет назад +25

    hello, your all videos are very good and I appreciate your efforts, but I have a request from you .Can you make one video of any one algorithms where we implement stats and these test like(t test ,z test, anova) we used and how to get analysis from those stats and test.
    Thanks in advance

    • @Little-Fun
      @Little-Fun 5 лет назад

      Exactly I am also looking for the same to know about mentioned points. Please Krish make a video on t test Qui square test which are very important in python..Thanks

    • @krishnaik06
      @krishnaik06  4 года назад +7

      Hey hi I have already made a video on it...check my complete ML playlisy

  • @allabout1135
    @allabout1135 4 года назад +3

    Hi Sir, Come over Your video and found it really valuable in terms of clean and simple explanation. Keep to share You knowledge in this way. Will check the other You videos. If other videos will be so good, You will get my subscription.
    Thanks,

  • @manikaransingh3234
    @manikaransingh3234 4 года назад +3

    Hi @krish Naik, Your efforts in this complete DS/ML field are remarkable for the people with fewer resources.
    However, I may have found a mistake in this video or maybe it's just that I'm not thinking it right!
    In the end, you state that population mean will always be greater than the sample mean, I don't think this is a must hold for every sample. I mean wouldn't it depend on the sample we have taken?
    let's say we have a population of 6 people and heights are as follows- 6,6,6,3,3,3(in ft), Now if our sample is the first three people then the sample mean will be 6 and the population mean will always be somewhere around 4, right?

    • @krishnaik06
      @krishnaik06  4 года назад +1

      You are right...the statements i told holds true when we have some samples greater than n where n is some value

  • @hariharan2351
    @hariharan2351 4 года назад +1

    Nice explanation krish. Thanks a lot

  • @darklord1781
    @darklord1781 3 года назад +1

    How the population mean always greater than sample mean ?
    As we can select a sample with size n with all the n maximum blues of the population in that case sample mean would be greater

  • @abrahamowos
    @abrahamowos 3 года назад

    Lol, Krish your writing has gotten a lot better as compared to your recent videos. Thank you for all you do.

  • @techsigmarobots
    @techsigmarobots Год назад

    Thank you sir. All clear

  • @shivaprasadshirawar6235
    @shivaprasadshirawar6235 4 года назад +1

    I decided to enter into data science field by watching your videos only Sir. The content and your efforts are really amazing.BTW Are you from karnataka sir?. I'm from karnataka

  • @venkatasaitejamothukuri272
    @venkatasaitejamothukuri272 Год назад

    Hello sir You explained topics very clearly with real time examples where we can get the idea of applying these stats in real time, but there is one concern about where can I get the videos of Population Distribution, Sample Distribution, Sampling Distribution, concept fo skewness, variance, standard deviation and some of the topics you didn't cove

  • @anilkumarsahu3895
    @anilkumarsahu3895 4 года назад +3

    Video is really appreciable ..
    Sir audio quality improve kariye please.

  • @karimkhan4205
    @karimkhan4205 4 года назад +1

    Hello Sir, Your videos are very nice. please create a calculus series. Thank you Sir .

  • @naveenvinayak1088
    @naveenvinayak1088 4 года назад +1

    Really appreciate your efforts ,
    sir can you make a video about P-value and T-value

  • @sushnandy44
    @sushnandy44 3 года назад

    Your lecture is very good and easy to understood.Plz improve sound quality on this video

  • @adilgondal7568
    @adilgondal7568 5 лет назад +4

    Hello, appreciate your work. I am new to your channel. Please tell me, to learn data science from your channel which playlist should I watch first?
    Regards.

  • @justdoit95
    @justdoit95 5 лет назад +2

    Hi krish, i was going through statistics in machine learning playlist in couple of videos you mention in our previous videos we already mentioned about some content. is the playlist contains all the videos in sequence. for ex. after covariance in statistics in the next video you talk about we already discussed about TPR FPR confusion matrix which was not discussed in the playlist sequence videos earlier. like way you mention about snd in log normal distribution as we already discussed. did i missed the sequence of videos?

    • @krishnaik06
      @krishnaik06  5 лет назад +2

      Yes it is upload but I have to work on the ordering. U can check data science interview questions playlist

    • @justdoit95
      @justdoit95 5 лет назад

      Hi, Thank you very much. the videos are excellent. looking forward for more videos on stats and maths if possible. keep going.

  • @33athen
    @33athen 4 года назад +1

    could you please upload videos on probability in machine learning

  • @rickypraveen1062
    @rickypraveen1062 4 года назад +2

    hai krish i regularly watching your videos,i have doubt about data science is there any chance to handle non maths students can do a data science are not.

  • @abhigautam7028
    @abhigautam7028 4 года назад +2

    Hey Krish, your content in really awesome. I just want to know that do I have to solve this problem from a booK or the basic information is sufficient?

  • @kapilpoonia9283
    @kapilpoonia9283 3 года назад +1

    Thank you sir for the video, but why is sample mean smaller than population mean, what i feel like is, it most probably it can't be equal to population mean, but smaller or greater will depend on sample

  • @abhayakumarmishra5635
    @abhayakumarmishra5635 4 года назад +1

    Hi Krish, is it necessary that sample mean will be less than population mean .I think it is possible to have sample mean greater than population mean in some of the cases.

    • @amalsunil4722
      @amalsunil4722 4 года назад +2

      Yea it depends on the sampled elements eg{6,6,6,6} from {1,2,3,4,5,5,6,6,6,6}

  • @abu.selim26
    @abu.selim26 3 года назад +1

    Thanks

  • @paraswaral5742
    @paraswaral5742 4 года назад +1

    Hi Krish is this from basic level playlist ?

  • @spadbob24
    @spadbob24 3 года назад

    Aap modern day guru ho 🙏🏻🙏🏻

  • @aleenakotadiya8629
    @aleenakotadiya8629 Год назад

    How do you select sample from the population? Is it done randomly or are their any specific criteria to it?

  • @prashantkumarvishwakarma8645
    @prashantkumarvishwakarma8645 3 года назад

    Sir it's useful in data science

  • @ittecheval1868
    @ittecheval1868 3 года назад

    it is awesome explination

  • @krishnavamsi7656
    @krishnavamsi7656 2 года назад

    Hi sir, In the last part of video you said sample mean is smaller than population mean, but it need not be the case right, if the sample selected has more values higher than population mean? Or is my understanding wrong?

  • @mridulaggarwal6229
    @mridulaggarwal6229 4 года назад +1

    Why will sample mean be less than population mean?

  • @nabiltech1366
    @nabiltech1366 4 года назад

    I hope u can use a brightness colour for writting

  • @sandipansarkar9211
    @sandipansarkar9211 4 года назад +1

    great explanation kirsh about the basics of stats to be used in data science

  • @kuldipmishra864
    @kuldipmishra864 2 года назад +1

    Hi Krish video was really helpful but I am not agree with you last point where you have concluded that population mean will be grater than sample mean

  • @msarkar1960
    @msarkar1960 3 года назад

    Hello, dear Krish, Please create and upload on statistics that required Data science. Because your 31 viedos is not enough for data science according to your mentioned syllabus . So please please

  • @nitingautam2966
    @nitingautam2966 5 лет назад +1

    If I have a single variable and I want a machine learning model to train over that variable to predict the next data points of that variable, how could I do this .please give me some suggestion so that I will clear hurdles of my brain, I am waiting for your precious suggestion ....

  • @nandagopalgopakumar5626
    @nandagopalgopakumar5626 5 лет назад +1

    Thanks Man!

  • @adityabhangle7632
    @adityabhangle7632 4 года назад +1

    Different question here...
    You originate from Karwar, Karnataka right?
    Or from Goa...?

  • @eminembts2832
    @eminembts2832 2 года назад

    the main purpose of using sample mean is that we cant calculate huge mean for population then what is the use of the formula for h(i) in poppulation mean shouldnt that be x bar instead of h(i)

  • @louerleseigneur4532
    @louerleseigneur4532 3 года назад

    Thanks Krish

  • @INDRAJEETKUMAR-vz3dw
    @INDRAJEETKUMAR-vz3dw 2 года назад

    I think sample mean is not always less than the Population means its may be some time greater than the population means.

  • @suggemsharathchandra5991
    @suggemsharathchandra5991 4 года назад +1

    Are this videos in right ordered ?

  • @prafulnchikkamath1856
    @prafulnchikkamath1856 4 года назад

    Hi Krish,
    May I know what kind of software's you are using to teach and also are you using any digital pad to explanation, Please help me to know about this... I'm a lecture wanted to buy this so..

    • @RajaMahendraReddyP
      @RajaMahendraReddyP 4 года назад +1

      He is using Microsoft paint which is available in windows operating system. You can search 'paint'.

  • @irfanmoosani7771
    @irfanmoosani7771 4 года назад

    Nice video as always, but please use real white board and marker, for better visibility

  • @highiqchannel
    @highiqchannel 3 месяца назад

    how can we say population mean will always greater than sample mean? how do we compare

  • @Little-Fun
    @Little-Fun 5 лет назад +1

    I appreciate for this video. I have a question on Mean. Why do we need to find mean on sample population as Python allow us to find mean from actual population. Please help me to understand.

    • @amalsunil4722
      @amalsunil4722 4 года назад +1

      But the data you have in your python dataframe itself is a sample.

    • @haamlaam1063
      @haamlaam1063 2 года назад

      Finding mean isn't our problem, collecting data is

  • @veerji3467
    @veerji3467 3 года назад

    Example :- How sample mean will be Greater by Population mean.
    50 over match.
    For sample :- balls hitting for boundaries (4&6).
    So S.M> P.M. 😀

  • @shubhamkhanapure8780
    @shubhamkhanapure8780 4 года назад

    Hey Krish your content is amazing but the sound quality of this series is not good. Please try to improve and your efforts is really appreciated. Thank for giving such a good content.

  • @syedalam7915
    @syedalam7915 4 года назад +1

    You are performing Calculas maths right?

  • @kumudamnnarayan7786
    @kumudamnnarayan7786 4 года назад +1

    good

  • @nikitajain9398
    @nikitajain9398 2 года назад

    Why population mean more than sample mean..... .
    Sample we have selected might be also have higher values

  • @ravinirala9990
    @ravinirala9990 3 года назад

    why population mean is greater than sample mean? It may be possible that people in sample set are people who come in upper range of height and in that case sample mean will be greater.

  • @ashishdhiman4097
    @ashishdhiman4097 3 года назад

    Why is the sample mean less than population mean. I mean it can be larger or smaller depending on sample data. Where am I misinterpreting ,please help!!!

  • @write2ruby
    @write2ruby 2 года назад +1

    • Population is a collection of all items of interest (N).
    • Sample is a subset of a population (n) .
    • Parameter - It is a value that refers to a population.
    • Statistics - It is a value that refers to a sample.

  • @Neuraldata
    @Neuraldata 4 года назад

    Explained in a simple way...very good, but audio quality is not up to the mark!!

  • @irfanmoosani7771
    @irfanmoosani7771 4 года назад +2

    May be, you should remove this video from playlist as you already have a new and better version of this topic in the same playlist.
    It will save time for viewers, just suggesting.

  • @kishorswami3602
    @kishorswami3602 2 года назад

    sir your lecture is good but audio quality is very bad...

  • @linhng7731
    @linhng7731 4 года назад

    purple writings on black backgroud is very hard to read :(

  • @sonikagoyal9479
    @sonikagoyal9479 4 года назад

    Really good content but this video is quite slow, had to watch at 1.25x .

  • @nothingwrong988
    @nothingwrong988 3 года назад

    Hello Sir,
    In the case of Sample Mean, we need to divide it with (N-1), where N represents the total number of population.
    Please share your response..

    • @subhambose934
      @subhambose934 3 года назад

      To get variance of a sample we need to divide it with N-1 instead of N.

  • @indirajithkv7793
    @indirajithkv7793 2 года назад

    ❤💫

  • @vijaykumar-yq7sf
    @vijaykumar-yq7sf 4 года назад +1

    Note: The sample size is 10% of the population.