Statistics 101: Confidence Intervals, Estimating Sample Size Needed

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  • เผยแพร่เมื่อ 27 ส.ค. 2024

ความคิดเห็น • 151

  • @mayani71
    @mayani71 10 ปีที่แล้ว +52

    Hi Brandon, you are God sent and have been a blessing during my stats course, Its a shame that I am paying $4 500 for my stats course and I have not gotten anything, everything I have learnt, I have done from your videos. Thank you for feeling in the gap. Kudos for a job well done and keep being a blessing. Cheers

    • @BrandonFoltz
      @BrandonFoltz  10 ปีที่แล้ว +33

      You are VERY welcome my friend. This is a labor of love for me, so it never really feels like work. The real kudos goes to YOU, for committing to learning wherever that may be. Keep up the good work and never stop learning! - BF

  • @BrandonFoltz
    @BrandonFoltz  11 ปีที่แล้ว +5

    Hello! First and foremost there is no "easy button" for this. It will take hours of doing practice problems in your book and/or notes; preferably in a study group if that is possible. Secondly, I have not covered a few of those topics...yet. The goal of my videos has been for people like yourself to recognize the basic pattern and method for working these and then apply them in your classwork. Practice, study groups, note cards, reviewing examples in your book. Just a few ideas. You can do it!

  • @BrandonFoltz
    @BrandonFoltz  11 ปีที่แล้ว +1

    Confidence intervals for variances are much more involved and that is actually the next topic I will cover. You do not need to know how to find those to do any of the problems up to this video in the playlists. :)

  • @riakumar3914
    @riakumar3914 4 ปีที่แล้ว +6

    Hi Brandon! I am from India. I love the way you explain all the concepts from scratch. Keep making such amazing videos on statistics. Thank you very much.

  • @kassondrahickey2468
    @kassondrahickey2468 7 ปีที่แล้ว +15

    Love your introduction to this video! So positive and healthy for students to hear. Thanks for helping calm down anyone who is struggling and encouraging them that they are capable and can get through it.

  • @GoodDreamsImagination
    @GoodDreamsImagination 10 หลายเดือนก่อน +1

    This video saved my life. Well, at least my GPA.
    Thank you so much. I looked at so many videos before yours. But you helped me see the math.

  • @BrandonFoltz
    @BrandonFoltz  11 ปีที่แล้ว +2

    Hallo. When finding confidence intervals we are usually given the sample size and that determines that margin of error. In this case we are reversing it. We are given a margin of error and then we are solving for the sample size that will produce the margin of error we chose at the beginning. For example a rectangle, we know that Area = L x W. If we know 2 of these, we can solve for the other. Same thing here. We are just solving for a different unknown.

  • @cynthiarojas4199
    @cynthiarojas4199 3 ปีที่แล้ว

    Nobel Prize for Best Educator!!!!

  • @RicksterBerlin
    @RicksterBerlin 11 ปีที่แล้ว

    If only I'd seen this before I took my Open University Data Analysis exam! The interpretation and case-study format of these videos brings the subject to life. That's what makes it stick. Highly recommended if you want bite sized nuggets of Stats know-how.
    Rickster

  • @changisimo23
    @changisimo23 7 ปีที่แล้ว +2

    These have been an excellent supplement to my course. You explain concepts logically and clearly, which increases my understanding of these concepts. I haven't taken stat almost 20 years so these have been a life saver!

    • @BrandonFoltz
      @BrandonFoltz  7 ปีที่แล้ว

      Thanks so much! Glad you find them helpful. Keep on learning!

  • @indaytorres2302
    @indaytorres2302 7 ปีที่แล้ว +2

    brandon, thank you for discussing the basics in detail. i just realized how amazing stats could be. i really appreciate your teaching skills. you are so dedicated and patient . thanks and more power.godbless

  • @ybeholla45
    @ybeholla45 11 ปีที่แล้ว

    I have just started to listen to your videos for the first time and already, I am sold. First off, your intonation is nowhere near as monotonous and lifeless as my stat professors. You do a good job of briefly reviewing topics which are at the base of the new topics you mention. Thank you for your videos. I do have a question though. I will put the question in another post.

  • @OniiChanBest
    @OniiChanBest 7 ปีที่แล้ว +7

    In the gas problem example no. 2, we are given sample S.D (s) not population S.D(sigma), so why you have used it as population S.D. Also when 'sigma' is not known we use t distribution (i.e t score) so why you used z score (upper and lower boundary) in the formula at 20:07.

  • @YoginiKrysten
    @YoginiKrysten 9 ปีที่แล้ว +5

    ' just started watching your vids. They are super helpful in expaiining what''s going on. Thanks and keep up the great work!

  • @dr.abhijeetsafai7333
    @dr.abhijeetsafai7333 2 ปีที่แล้ว

    Thanks a for for these videos. My teacher, Mr. Sanjay Sane recommended this video so I was watching it and it is a wonderful way of teaching I must mention. Your teaching is really wonderful. Many good wishes. :)

  • @muhammadsyukri746
    @muhammadsyukri746 4 ปีที่แล้ว

    You explain with simple way. Loved it

  • @atulhadap2176
    @atulhadap2176 3 ปีที่แล้ว

    Hi Brandon, I am very fortunate that I stumbled on your video 'Statistics' while searching to estimate a sample size. You made it interesting and simple. Wish you were my instructor in the class. Now I find it interesting.

  • @jamesslipszenko203
    @jamesslipszenko203 6 ปีที่แล้ว

    Absolutely perfect explanation for a question that has been taunting me for weeks, thank you very much.

  • @antoinettenelson4315
    @antoinettenelson4315 11 ปีที่แล้ว

    I don't really comment on youtube much but I just watched two of your videos and they were extreeemeellyy helpful! I'm a PhD student and I needed to refresh myself on some statistics quickly for experimental design. Thanks a lot!

  • @androy001
    @androy001 7 ปีที่แล้ว

    Thank you for this, labored over my notes ( online masters course) for days, spent one day with these videos and I am now comfortable with these topics. Thanks again

  • @monkyjamz894
    @monkyjamz894 8 ปีที่แล้ว +2

    Just wanted to let you know you literally saved my life today. :)

  • @KPAVideoful
    @KPAVideoful 11 ปีที่แล้ว

    Brandon, again great job! This video answer most of the question I have with regard to how to select the sample size with 95% ci and specified MoE. You explanation is really more of self explanation, which is a great way for this kind of distance/online leaning. It's Really really really helpful. I can't stop sharing your video with my friends. Thank you so much Brandon.

  • @krishnashrestha8380
    @krishnashrestha8380 8 ปีที่แล้ว +2

    Excellent video. I wish I had this instructor in my graduate class.

  • @supergenkilife
    @supergenkilife 4 ปีที่แล้ว

    I've been using your lectures by topic as supplemental lectures and instruction for my Stats I class. You've helped so much, in particular with linear correlation. Thanks so much! I really appreciated your playlists by topic and hope you will continue to expand these and maybe also add some more application problems. You're a gifted lecturer and teacher. Thank you for your contribution to higher education and equitable access to high-quality educational resources.

  • @bloomingtonvolleyball639
    @bloomingtonvolleyball639 5 ปีที่แล้ว +1

    Excellent explanation focusing on the concept and with enough of examples to support it. Thank you so much for the effort.

  • @ashagreaves106
    @ashagreaves106 3 ปีที่แล้ว

    I am sorry I didn't see your sessions earlier. I was so lost. It made things so much clearer. Well done.
    Thanks

  • @Tomizzle10Gaming
    @Tomizzle10Gaming 9 ปีที่แล้ว +1

    I was already getting so mad I wasn't understanding this, this video saved me lol

  • @kipseremjacob9690
    @kipseremjacob9690 6 ปีที่แล้ว

    Thank You Brandon, So informative, slow in explanation and super easy to follow. good work, God bless.

  • @elsieakwara3823
    @elsieakwara3823 10 ปีที่แล้ว

    Hi Carolyn, you can use fisher’s formula [Z2 (1-p)p/d2], where Z= alpha (or 1.96 at the 95% CI), p= probability, d= margin of error) or Cochran’s formula [Z2pq/e2] where Z alpha (or 1.96 at the 95% CI), p= probability, e= margin of error).
    So in your case, you want a 95% CI (Z= 1.96), p=.20 (20% of participants volunteer in such studies), thus q= 1-p, which is .80. You did not specify your margin of error (let’s say a tolerable margin of error is at 5%, thus we will use .05 in our calculation).
    Using Cochran’s formula= 1.962*.20*.80/.052 = 245
    Your sample size is very small Carolyn :-/
    Alternatively, if you want to stick to that sample of 14, you can do the reverse to find your margin of error, which I presume would be large and you will have a weak sampling design, you would not be able to generalize your results.
    So, let’s take Cochran’s formula again= Z2pq/e2
    So, 14 (your sample size)= 1.962 *.20*.80/e2. Square root both sides to get e= 1.962 *.20*.80/3.74= 0.16 (margin of error)

  • @woodchuk1
    @woodchuk1 10 ปีที่แล้ว

    Hi SouthpawGrammar,
    For your problem, If we can assume normally distributed data, I get an answer of 420 specimens. We don't know sigma in your population, so we have to estimate it from the range of 53 to 680, which is 627. Divide this by 6 (since 99.7% of normally distributed data falls within 3 standard deviations of either side of the mean) to get an estimate for sigma of 104.5. Our z score for 95% is 1.96, so the answer for a 10 PPB margin of error is ([(1.96)(104.5)]/10)^2, or 420 specimens rounded up.

  • @sujeewapanditha6062
    @sujeewapanditha6062 10 ปีที่แล้ว

    Gives a good understanding of factors interplay with sample size.

  • @simplerajagopal
    @simplerajagopal 4 ปีที่แล้ว

    came across your video today... good one!

  • @tristenbrown7099
    @tristenbrown7099 3 ปีที่แล้ว

    God bless you, Brandon.

  • @kayumanis1313
    @kayumanis1313 11 ปีที่แล้ว

    wow! this is the very similar question out in ASQ CQE exam practice paper and I was always wondering why only a portion of the equation used to get the sample size, n. Many thx for this vid!

  • @zorbasg1001
    @zorbasg1001 10 ปีที่แล้ว +1

    Brandon, you are god! I think you have done a PROFESSIONAL work and it is a jewel for education purposes. I just wanted to ask something though. In 15:08 you interpret what is our conclusion. Is it also correct to say, interpretation: to have 95% of samples contain μ (miou) in the interval of plusminus 8 from Xbar of the sample, 78 must be our sample size? i try to grasp statistical philosophy and you help tremendously with your videos! Thank you.

  • @dianelindsay8422
    @dianelindsay8422 10 ปีที่แล้ว

    Wow, can't believe I took so long to find you. You make it all sound so easy! Thank you!

  • @alirezabasiri3541
    @alirezabasiri3541 5 ปีที่แล้ว +1

    Hi Brandon. You are awesome! How lucky are your student to have a such a wonderful instructor! Would you please add some i depth videos for different statistical models, as well? like mixed and random models.

  • @iLoveTurtlesHaha
    @iLoveTurtlesHaha 7 ปีที่แล้ว +7

    I purposely listen to the intro because I want Brandon to tell me I'm smart even though I'm not. :(

  • @jmmacato
    @jmmacato 7 ปีที่แล้ว

    Thank you very much! You just helped me through my Operations Management presentation. More power bro!

  • @DrAamirAbbas
    @DrAamirAbbas 5 ปีที่แล้ว +1

    Thanks for adding such an amazing presentation really liked it

  • @TheHorizons10
    @TheHorizons10 9 ปีที่แล้ว +3

    thnkxx u started with imparting some motivation...

  • @lilprotakeit
    @lilprotakeit 2 ปีที่แล้ว

    thanks a lot .. you are god to me ! Love from India

  • @iheartthemisiheartthemis6551
    @iheartthemisiheartthemis6551 9 ปีที่แล้ว

    Brandon.
    Thank you so much for your video, which is very clear and informative. I have two questions for you:
    1. How should I go about choosing a margin of error to calculate the sample size?
    2. If I plan to eventually do a regression analysis on my data and will be analyzing two variables, which variable's standard deviation should I use to calculate sample size? The larger of the two?
    Thanks.

  • @vannanuon6077
    @vannanuon6077 7 ปีที่แล้ว

    You are really good. I can understand it easily. Many thanks

  • @marcosdearruda77
    @marcosdearruda77 9 ปีที่แล้ว

    Beautiful video, Brandon. Thanks for posting it.

  • @PhoenixGraz
    @PhoenixGraz 8 ปีที่แล้ว

    Great Videos and a lot of motivation throughout a very fascinating topic. Thanks for that!

  • @abhijeetparihar3349
    @abhijeetparihar3349 7 ปีที่แล้ว

    Hello Brandon, you teach really well

  • @rinfal
    @rinfal 10 ปีที่แล้ว

    Great job, topic was presented clearly, concisely, and logically. Thank you.

  • @christinesimmons6916
    @christinesimmons6916 10 ปีที่แล้ว +4

    Thanks Brandon, very helpful! Wondering if you can help guide me to an answer on this one. I want a 95% C.I. for the difference between the means of two populations (normal distributions) to within one standard deviation, and these populations also have the same standard deviation. Taking equal-size samples from each population, what is the minimum number of samples I would need to take from each sample? I'm not sure if there is enough information here, I'm thinking since I don't have the margin of error requested that I can't solve for n. Thanks!!

  • @v-chuelee3050
    @v-chuelee3050 10 ปีที่แล้ว

    Thank you very much for your videos.
    God absolutely blesses you!
    Vangchue Lee, from Kobe University, Japan.

  • @rskulkarni
    @rskulkarni 9 ปีที่แล้ว

    Excellent video. It was very helpful. Thank you very much.

  • @vasili111
    @vasili111 10 ปีที่แล้ว

    Great videos! Thank you very much for creating them.

  • @AJ-et3vf
    @AJ-et3vf 2 ปีที่แล้ว

    Awesome video! Thank you!

  • @ricardofranco-duarte346
    @ricardofranco-duarte346 4 ปีที่แล้ว +1

    Hi Brandon. One quick question. In all your examples (until this point I´ve watched all videos in order) you are "assuming" that all your data are normally distributed, right? Otherwise the analysis were not possible. Shouldn´t you start by doing normality tests, before applying these analysis? Thanks

    • @BrandonFoltz
      @BrandonFoltz  4 ปีที่แล้ว

      In theory yes, but my content is geared towards students who are learning the content and need a little help. In those environments normality is something that is assumed. Very few undergrad (or equivalent) courses go into that much detail.

  • @pratikshajhawar1629
    @pratikshajhawar1629 8 ปีที่แล้ว +1

    Brandon thank you so much for these wonderful video of yours..
    I wanted to know if you have any video for confidence interval for population proportion ?

  • @bakaemoitlhobogi1860
    @bakaemoitlhobogi1860 7 ปีที่แล้ว

    i learnt a lot from this video

  • @nurawario1235
    @nurawario1235 6 ปีที่แล้ว

    Thankyou for the video,its absolutely clear

  • @lamecknatangwe3109
    @lamecknatangwe3109 10 ปีที่แล้ว

    this is a super presentation. it help me a lot believe me.

  • @raju5081
    @raju5081 5 ปีที่แล้ว +1

    One question here is - when calculating sample size 'n', you have taken z alpha/2, that is z value of 95% confidence. My question is why don't we take t alpha/2 as we don't know population std deviation in the problem.

    • @prabhudaskamath1353
      @prabhudaskamath1353 4 ปีที่แล้ว

      To use t distribution table, we should know the sample size.. So this problem can not be solved.

  • @GalaxybearBoss
    @GalaxybearBoss 5 ปีที่แล้ว

    better than my lecturer haha thank you so much

  • @wayneC7
    @wayneC7 8 ปีที่แล้ว +3

    Professor do you have a cd kit with all your videos in order of learning?

  • @brendacarter2483
    @brendacarter2483 10 ปีที่แล้ว

    Brandon, which one of your videos uses the following formula: p +/- 1.96* sqrt p(1-p)/n?

  • @robboyko3712
    @robboyko3712 3 ปีที่แล้ว

    Can you do a couple of videos pertaining the sample size calculations using Gy Pierre's sampling theory. I have browsed the entire youtube site and more and no one discusses, Ingamell's, Gy's, and Vismans sampling theorems.

  • @shanice4315
    @shanice4315 5 ปีที่แล้ว +3

    Thank you for the video! May I know how you got 4 in the denominator of the planning value? :)

    • @helen4805
      @helen4805 2 ปีที่แล้ว

      Yes please, I was wondering that. Why range/4?

  • @emceededon803
    @emceededon803 10 ปีที่แล้ว

    Bless u Brandon. U've made my day

  • @tamergomaa5494
    @tamergomaa5494 6 ปีที่แล้ว

    fantastic discussion

  • @prabhudaskamath1353
    @prabhudaskamath1353 4 ปีที่แล้ว

    Thank you Brandon

  • @SetiaBudiBoedyBios
    @SetiaBudiBoedyBios 10 ปีที่แล้ว

    I am totally amaze with your videos :)
    Help me a lot in order to understand some fundamental stuff about statistics :)
    I am just hoping that you might also be able to make some videos related to time series analysis. It would be great :)

  • @edwinnjagi9058
    @edwinnjagi9058 4 ปีที่แล้ว

    Hi Brandon. Example 4: Confident retirement: Why are the n =153, n = 217, n = 374 Instead of n = 152, n = 216, n = 373 ? df?

  • @nehalmedh623
    @nehalmedh623 4 ปีที่แล้ว

    In Example 2, should E be a % of the average ($3.55)? Thus, if we are looking for an margin of error of $0.03, then should E = 0.03/3.55 =0.845?

  • @ArijitBiswasdotcom
    @ArijitBiswasdotcom 6 ปีที่แล้ว

    In example 1, you took mu + 8 and mu - 8 and mu in the center of the 95% CI. So is that saying that we're 95% confident that the population mean lies within this interval?

  • @anthonyvillarama6806
    @anthonyvillarama6806 ปีที่แล้ว

    Why are you using the term actual population mean to contain but in the previous topic, it is the sample mean that it has to contain?

  • @plantastica4622
    @plantastica4622 11 ปีที่แล้ว

    Brandon. Little confused with this video. Do you have a video for confidence intervals for variances and standard deviations.

  • @mididoddi
    @mididoddi 7 ปีที่แล้ว

    Can't make it better. Thank you!

  • @libertarianPinoy
    @libertarianPinoy 3 ปีที่แล้ว

    Can you derive this formula with finite population correction factor?

  • @akshayrasal94
    @akshayrasal94 7 ปีที่แล้ว

    in the 2nd example , sample standard deviation is taken as sigma instead of population standard deviation

  • @edwardlopez5930
    @edwardlopez5930 3 ปีที่แล้ว

    I think it would be great if at minute 31:27 you explain how you got the numbers that are in red.

    • @BrandonFoltz
      @BrandonFoltz  3 ปีที่แล้ว

      Hello! I do that at the 28:00 mark where we have the three confidence intervals listed and we walk trough each one. Hope that helps!

  • @nomattermhosira3840
    @nomattermhosira3840 7 ปีที่แล้ว

    thanks a lot Brandon ,so helpful

  • @mattsamelson4975
    @mattsamelson4975 8 ปีที่แล้ว

    Brandon, Thank you again for your videos. Others have expressed the valve better than I ever could. Question. In. this video we are estimating the population SD (especially when using the range formula). If estimating or unsure of the population SD, shouldn't we use the t value instead of the z value in the respective calculations? Thank you in advance.

  • @joshuadagalea2077
    @joshuadagalea2077 5 ปีที่แล้ว

    How can i get the number of population if sample size is already given?

  • @ufukyenigun5596
    @ufukyenigun5596 4 ปีที่แล้ว

    i have proportion , E unknown , n unknown , how can i calculate the sample size ?

  • @vamsimohanramineedi7630
    @vamsimohanramineedi7630 6 ปีที่แล้ว

    In Gas example problem, why was the sample standard deviation used as population standard deviation?

  • @johnschearer8924
    @johnschearer8924 6 ปีที่แล้ว

    Brandon. When calculating the 'desired' sample size, why do you not substitute the t-values into the equation to solve for n, when you don't know the population standard deviation. I understand that CI with same sample size will have same MOE for given population standard deviation. And, that when you aren't given the population standard deviation and have to estimate using sample standard deviation (s) that samples of same size DO NOT have same MOE. Is this the reason that you have to use Z-values when estimating n (not given population standard deviation)?

  • @HehersonAngel
    @HehersonAngel 8 ปีที่แล้ว +1

    Hi. May I know the author of the formula of the sample calculation that you used? I find it more researcher friendly. Thank you.

  • @denniswest4132
    @denniswest4132 6 ปีที่แล้ว

    Why aren’t we using t distribution since we are estimating the pop standard deviation?

  • @mauroandreu5290
    @mauroandreu5290 8 ปีที่แล้ว

    Hi. How can I explain results statistically significant but not reach the magnitude pre established at the sample size calculation?

  • @BlackBNimble
    @BlackBNimble 7 ปีที่แล้ว

    @Brandon Foltz In correlation work, when the sample size decreases, does the size of the correlation that is needed to reach statistical significance; increase, decrease or stay the same?

  • @ybeholla45
    @ybeholla45 11 ปีที่แล้ว

    A problem I am working on mentions. The types of widgets used typically fall into the second classification on the company’s pricing scale. This classification places an upper limit of 850 pounds on the mean. There is no mention of a lower limit. In determining E am I to assume 2 classifications above the mean and 2 below for a total of 4? Or am I to work with the upper limit value?

  • @adtgrh
    @adtgrh 4 ปีที่แล้ว

    Hey, Thanks a ton for the video. You explained how to calculate sample size where pop std dev is known. I also see people using the below formula for sample calculation. Why is it different and what is the significance?
    n = [(z^2 * stddev^2)/E^2] / [1 + (z^2 * stddev^2)/E^2*N]
    (N = Population size)

  • @darkside2326
    @darkside2326 8 ปีที่แล้ว

    Excellent video!! One question, what should I do to select a number (sample size) of surveys when qualitative data is involved? They are made to know customer perception in 6 different topics.

  • @mariaspillari370
    @mariaspillari370 10 ปีที่แล้ว

    Thank you so much, helped me a lot!

  • @mididoddi
    @mididoddi 6 ปีที่แล้ว

    Brandon, quick question. When I am estimating sample size, I am using Standard Deviation from a data set. Should this data set be normally distributed? What if the data in not normally distributed. Thank you!

  • @wilfredosalinas4876
    @wilfredosalinas4876 7 ปีที่แล้ว

    Thank you for your videos!!!

  • @LearnerCB246
    @LearnerCB246 6 ปีที่แล้ว

    Sir can I use the above formula to calculate the population size to determine my sample size.
    95% (1.96) and ME = 5% n= ?, population size = 300 lets say I am doing a school survey how many students would I need to survey in the 300 to get 95% and be within my margin of error of 5%.

  • @rollyvindu405
    @rollyvindu405 7 ปีที่แล้ว

    very interest for learning

  • @golfedanhanem
    @golfedanhanem 5 ปีที่แล้ว

    i really thank u so much but i dont know how to calculate a sample when i know the population number?

  • @Dsurvivor21stCentury
    @Dsurvivor21stCentury 3 ปีที่แล้ว

    Hi Brandon. Thank you so much for the video, it was very helpful! I was just wondering it the formula used in example one can also be used if the margin of error and standard deviations are percentages rather than set values? Would you convert them to decimals? So if the the question said the margin of error was 8% and the standard deviation was 36%, would we then use 0.8 and 0.36 instead?

  • @OriginalJoseyWales
    @OriginalJoseyWales 9 ปีที่แล้ว

    I see the formula for the margin of error involving the standard deviation (SD). So why does this website say that the margin of error = 1 divided by the square root of the number of people in the sample -does not include the SD. www.robertniles.com/stats/margin.shtml

  • @plantastica4622
    @plantastica4622 11 ปีที่แล้ว

    Brandon I desperately need your advice. I am being tested this coming Saturday for Confidence Intervals sigma known, sigma unknown, sample size, confidence intervals for proportions and finding confidence interval for a variance and standard deviation. What do you suggest I do in terms of studying for these with your videos? Thank you.

  • @salmaatiya6330
    @salmaatiya6330 6 ปีที่แล้ว

    Hello, for Example 4, using the Z distribution table, I am really confused as to why you chose, a Z score of 2.576 for 99% instead of 2.33 and 1.645 for 90% instead of 1.289? By the way, your videos are a blessing! Thank you!