Statistics Lecture 1.5: Sampling Techniques. How to Develop a Random Sample

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  • Опубліковано 16 січ 2025

КОМЕНТАРІ • 210

  • @etlens
    @etlens 3 роки тому +35

    when the professor asked:" how many people understand what I just talked about?" I raised my hand...in front of my laptop.

  • @joema37
    @joema37 7 років тому +66

    This playlist saves lives. Love it.

  • @mpouyaa
    @mpouyaa 2 роки тому +12

    I have watched the first 3 episodes of your statistics course and I have fallen in love with your personality and teaching style; you really are a superman. thanks for all your efforts

  • @MuhammadZeeshan-ec5bv
    @MuhammadZeeshan-ec5bv 8 років тому +40

    I have done B.S (4 years) from University of Sindh, Jamashoro, Hyderabad, Sindh, Pakistan. But in those 4 years, i could not learn more then this great teacher. Thank you dear sir. Lots of blessings for you.

  • @Alex-es3fd
    @Alex-es3fd 4 роки тому +17

    I have an upcoming Summer Statistics Class and decided to view some lectures online, and have been taking notes with professor Leonard who seems like an excellent Professor. At the same time I was like "I wish Merced College had professors like this" and then I found out he teaches at Merced... mind blown! Small world. Had to rewind like 3 times to make sure I wasn't hearing things!

  • @Live_life_with_no_regrets
    @Live_life_with_no_regrets 9 років тому +10

    This prof is the most brilliant teacher of sampling. You clarified issues that my prof failed to do. As I watched I felt as a part of this amazing class.

  • @Quadzilla99
    @Quadzilla99 9 років тому +126

    Looks like that class got free tickets to the gun show

  • @holly5563
    @holly5563 6 років тому +259

    I love paying $600 to take a class where I rely on some random dude on UA-cam to teach me the subject.

    • @fernandosousa2402
      @fernandosousa2402 6 років тому +4

      yup !!!!!!!!!!!

    • @Peter_1986
      @Peter_1986 5 років тому +52

      Professor Leonard isn't just a random dude, he is one of the best math teachers on the Internet.
      His ratings on "Rate My Professors" are incredible, he has a "Would take again" rating of *100%,* and almost all the ratings have called him "Awesome".

    • @hezroncreations
      @hezroncreations 5 років тому

      Inbox me,, I'll help you out

    • @LucianaMarku
      @LucianaMarku 4 роки тому +3

      $2,500 here lol

    • @darnelldavis3567
      @darnelldavis3567 4 роки тому

      Since thus cooties crap. I ha e t gears my instructors voice. The capus is shut down. There is no tutors or help. And Im behind.

  • @manindersingh7356
    @manindersingh7356 7 років тому +31

    You are a lifesaver. Thank you so much for making this video. I am taking a college class on statistics and my professor is terrible. If I could get away with it I would just watch your videos instead of attending class :)

  • @searchformeaning85
    @searchformeaning85 3 роки тому +1

    There are still people who are willing to give their best. Leonard is definitely one of them taking all the time to cover the material in a simple easy to understand way.

  • @dieuquynh2271
    @dieuquynh2271 Місяць тому +1

    After years of high school and now gone through some data analysis courses at my uni, I realised I could not leave my education journey purely to conventional institutions. so now I am on the path of self-educating and these videos brighten up my journey. Thank you Professor Leonard.

    • @jienle4851
      @jienle4851 9 днів тому

      Wow, I'm also Vietnamese and I'm studying Data Analysis too

  • @sea_20241
    @sea_20241 4 роки тому +2

    Thank you! I am learning little in a graduate-level Stats class. I appreciate your straight-ahead and approachable teaching method, use of all caps (which improves legibility), and applicable examples.

  • @nauroznausherwani769
    @nauroznausherwani769 8 років тому +14

    You teach better than my professors here in France. Thumbs up

  • @Bilbus7
    @Bilbus7 8 років тому +147

    I thought it was illegal to have guns on campus, let alone in the classroom?

    • @lichonski128
      @lichonski128 8 років тому +4

      haha! I actually had a teachers with the last name of Guns...that joke was brought up a lot!

    • @Lilysis123
      @Lilysis123 8 років тому +1

      haha

    • @DennisDavisEdu
      @DennisDavisEdu 8 років тому +11

      I thought the OP meant the instructor's arms.

    • @XanderGouws
      @XanderGouws 6 років тому +3

      This hasn't aged well lmao

    • @bigv8820
      @bigv8820 5 років тому +1

      @@XanderGouws haha from the thumbnail I looked at the guns...

  • @Fudoobeer
    @Fudoobeer 9 років тому +108

    look at the arms

  • @selmanuyank9641
    @selmanuyank9641 6 років тому

    You are the superman Professor Leonard.Here, I am learning my all economy lessons that I couldn't learn from my unıversity's teachers.Thank you.

  • @folsomboy86tbone15
    @folsomboy86tbone15 7 місяців тому +2

    I once again find myself watching Professor Leonard's videos in the interest of tutoring my own students. I'm starting to feel like I owe him a royalty. Given that his lectures are so efficient and understandable, why would I want to go anywhere else? (I'll conveniently fail to mention him to my students, though)

  • @AhmedDeedatPalestine
    @AhmedDeedatPalestine 4 роки тому +1

    This is the best lecture I had in statistics.

  • @TanyaRomelus
    @TanyaRomelus 4 роки тому

    Great professor helping with stats right now. Love how detailed he is.

  • @clodialembounguennanda2414
    @clodialembounguennanda2414 6 років тому +1

    English is not my first language. in class , it was so difficult to understand all that stuff. i am so proud now because after this video , i went back to do my homework and i got everything correct. thank you professor, I am NOW ready for my test on .Monday

  • @fuscia_travels
    @fuscia_travels 5 років тому +11

    I'd like to see his lifting stats

  • @HenriCamayo
    @HenriCamayo 6 місяців тому +2

    stats this stats that, what are the stats on those gains prof?

  • @itz_me_reem
    @itz_me_reem Місяць тому

    I'm from algeria, i study in english and your playlist helped a lot, i'm watching this 3 days before my test

  • @weekendresearcher
    @weekendresearcher 6 років тому +21

    Look it's a math teacher, no a statistician....no, he is clark kent (superman)

  • @dalisabe62
    @dalisabe62 Рік тому +1

    It goes to say that there is no such a thing as random sampling, because the idea of randomness alone can’t survive the very idea of bias. Randomness in many contexts is akin to turning a blind eye on something that must be present to achieve fair representation. This is more so of a case when certain subgroups in the population share major needs, aspirations and conditions. The idea of random sampling may work for material subjects, but not much for humans--another distinguishing factor that should be considered when sampling to achieve good representation of the population. So before considering stratum sampling, the degree of consent on certain characteristics within the subgroup should be accurately assessed. If, for instance, we are trying to find some statistics about the birth rate among the American population which consists of several racial and ethnic groups, we may not hit it right if the birth rate among such different groups varies drastically. By the same logic, if within the same group the birth rate is so drastically different, it may not help much to include such groups in the proposed stratum sampling. In any case, sometimes census is the only way serious parameters could be measured. Voting polls are misleading because the effect of the polls on the election predictions themselves as pointed out that no one would want to vote for a losing candidate. In as much as the idea of inferential statistics is tempting, in many cases, cutting corners is not the way to go. It might be a good idea to employ a hybrid of sampling techniques and averaging them out. This should be no headache with the sophisticated computing power we have due to modern technology. There seems to be no substitute to trying many samples and comparing the results and choosing the ones that represent the population from historic time analysis.

  • @adelemtonga2944
    @adelemtonga2944 7 років тому

    truly you are a great teacher. I was so blank but now am getting the hang of it..

  • @johnkim8160
    @johnkim8160 9 років тому +22

    I have a B.A. in Mathematics and am an actuary. But I always watch this series once every so-and-so just to stay refreshed although I understand nearly all of it.

    • @mynameajeff7459
      @mynameajeff7459 7 років тому +3

      John Kim you are gay

    • @hisurf1761
      @hisurf1761 7 років тому +4

      Tushar Singh that's disrespect

    • @mynameajeff7459
      @mynameajeff7459 7 років тому +2

      I only disrespect wahmen

    • @PLP0321
      @PLP0321 7 років тому +2

      Hi John, Professor Leonard's video are extremely helpful as a refresher. I was curious about the actuary profession. How do you like what you do so far?

  • @jillyburt
    @jillyburt 7 років тому +2

    observation vs. experiment
    observation - measures specific traits but does not modify the subjects ( polling)
    experiment - apply some sort of treatment and measure effects on subjects (control and test groups)

  • @mindfake_5587
    @mindfake_5587 3 роки тому +1

    Congratulations to 500k Subs Professor Leonard!

  • @Samanthaq3031
    @Samanthaq3031 5 років тому +1

    Thank you for making these videos you are helping me through my college stat class

  • @evanarielchristoper3979
    @evanarielchristoper3979 3 роки тому +6

    Can I know which book you use for this lecture, sir?
    This lecture was very good, I used it as complementary to my Statistics subject in my college. Thank you

  • @adelemtonga2944
    @adelemtonga2944 7 років тому

    truly you are a great teacher. I was so blank on this topic. I just like the easy way of his explanation.

  • @michi8414
    @michi8414 8 років тому +33

    So attractive and smart.

  • @GamerAshish14
    @GamerAshish14 3 роки тому +1

    Okay, we have an atmosphere!

  • @j3suschick
    @j3suschick Рік тому

    Love how well you explain everything! Actually gets me interested in knowing more hahaha

  • @gunamrit
    @gunamrit 2 роки тому

    bhaisaaaab ! ! ! that bicep and shoulder ! ! !

  • @baroneasterling7080
    @baroneasterling7080 9 років тому

    BING!!!!!!! I GOT IT.... youre going to help me pass my elem stat exam this afternoon !! THANX PROFESSOR LEONARD

  • @hamzagodil3665
    @hamzagodil3665 5 років тому +2

    Professor Leonard, can you let me know which book are you using for the source? I would love to know that and practice some of the problems from the same book

  • @squishyciru
    @squishyciru 3 роки тому

    2021 October,just discovered this as I work on my under grad.,he is better than my teacher.

  • @riverarivera7960
    @riverarivera7960 7 років тому +2

    Sir, THANK YOU SO MUCH! Currently taking online Basic Concepts of Statistics, and I was going through the book like "wth I'm not passing this," then I made the best decision to come look for examples on UA-cam, and ta-daa! Actually walked through the book with me and I don't even know what book was being used. LIFE SAVER! Made it so simple to understand!

    • @plp103084
      @plp103084 7 років тому

      that is how i was before i found his vids.. he is the best.. :) I have saved him for my masters degree stats class.... :)

  • @rexgreen4396
    @rexgreen4396 6 років тому +6

    Great stats lectures, very informative and concise! But those arms are so distracting! 😂 Keep looking at them instead of the whiteboard

  • @jdmk20guy
    @jdmk20guy 8 років тому +26

    totally watchable at 1.25 speed if any one is in a time pinch !

  • @dhokodhelalekopi6324
    @dhokodhelalekopi6324 7 років тому +1

    u r the best, like real yur work helps me much better, THANK U ND GOD BLESS U

  • @whysosad2973
    @whysosad2973 2 роки тому +1

    what book is he referencing from?

  • @gloriaviorelmeissner3151
    @gloriaviorelmeissner3151 8 років тому

    Thanks Prof. Leonard! This helps a TON!

  • @sharmi5715
    @sharmi5715 4 роки тому

    You become my favourite teacher ❤️

  • @alitanwir3372
    @alitanwir3372 8 років тому

    A great teacher! I'm glad i fell on his videos.

  • @understandingmaths1033
    @understandingmaths1033 8 років тому

    Very clear run-through of random sampling techniques (I like the deliberate mispelling 'strata-fied'). It would be good to add some instruction on how exactly you randomise, including using the random functions on your calculator and the difference between random and pseudo-random.

  • @deniserosier7529
    @deniserosier7529 9 років тому +1

    I have learned from him, can listen to him and can watch him all day long. Totally a cutie.

  • @myliserta
    @myliserta 4 роки тому

    In the design of experiments, treatments are applied to experimental units in a treatment group, here called test group. In comparative experiments, members of a control group receive a standard treatment, a placebo, or no treatment at all. (This is a Wikipedia definition)

  • @neethadevadas2755
    @neethadevadas2755 6 років тому +3

    What's the name of the textbook that you usually use for this class? I'm self-learning the introduction to statistics at the moment, and am looking at books to use. Please recommend if you can, thanks!

  • @jainPrisha
    @jainPrisha Рік тому +1

    Hello. Please share the reading material that you are referring to for this course.
    Thanks in advance

  • @jcanstar
    @jcanstar 6 років тому

    Simple Random Sample (SRS) is defined as every subject in a population has an equal chance of being selected. When you chose 5 from each group, that would be stratified sampling.

  • @adelemtonga2944
    @adelemtonga2944 7 років тому

    such a great teacher. .

  • @mohammedalsulaiman5903
    @mohammedalsulaiman5903 6 років тому

    wonderful explaining. THANKS SO MUCH

  • @repentance1748
    @repentance1748 6 років тому

    he looks great and sounds nice. Thank you for the easy explaining I am trying to be prepared for a test.

  • @isaacamoahdarkwah9037
    @isaacamoahdarkwah9037 6 років тому +1

    Please, how do I get the text book to read 1.4 and also take part in the assignment.

  • @aravindelumalai3101
    @aravindelumalai3101 7 років тому +5

    Hello Professor Leonard, Can you please let us know the book your using for this class ?

    • @vineetjhaveri3914
      @vineetjhaveri3914 7 років тому +10

      Aravind Elumalai
      Name of the book is:
      Elementary Statistics - Triola

    • @TarunSingh-je9my
      @TarunSingh-je9my 3 роки тому +1

      @@vineetjhaveri3914 Thanks Vineet 😊. Can you also help me with probability book? Which one I should buy?

  • @nadeemashraf1566
    @nadeemashraf1566 6 років тому

    How could you be like that, you are fantastic sir ❤

  • @BeautylifewithAnna
    @BeautylifewithAnna 9 років тому

    Thank you for the lecture.

  • @adelemtonga2944
    @adelemtonga2944 7 років тому

    i love his teaching

  • @sharanaroosh
    @sharanaroosh 9 років тому +2

    Dear Professor Leonard,
    I couldn't find Statistics Lecture 1.4 :( Could you please upload that?
    Thank you.

    • @lorilihime
      @lorilihime 8 років тому +8

      +Shara Naroosh A lot of the time professors will skip sections of the chapters to avoid complete repetitivness or its irrelivent. This professor covers everything you need to pass any class so far as I can tell. I was stupid and believed I could take my statistics course online. I have been struggling untill earlier today when I came accross these lectures. Decided to review from the beginning. Everything seems so obvious now! Amazing what a good lecture can do :P

  • @edwardburroughs1489
    @edwardburroughs1489 9 років тому +5

    It's strat-O-sphere and strat-I-fied.

    • @jstanaba
      @jstanaba 9 років тому

      Edward Burroughs Yes... StratOsphere. The Stratosphere is also ABOVE the clouds. There are no clouds in the stratosphere. That is also what the B-52 Bomber is named after, The B-52 STRATOFORTRESS.

  • @zac3600
    @zac3600 3 роки тому

    Perfect professor!

  • @OlivierJoret
    @OlivierJoret 7 років тому

    Great lecture.. thank you

  • @AccountingAvon
    @AccountingAvon Місяць тому

    thanks prof,!

  • @carmelopearman5721
    @carmelopearman5721 4 роки тому

    My god he is excellent at teaching

  • @GPTDavid
    @GPTDavid 4 роки тому

    Time to study stats i'll try my best Professor Leonard

  • @rajvurla
    @rajvurla 8 років тому

    i liked the explanation...on the samples

  • @radhikar5321
    @radhikar5321 8 років тому

    Superb professor Leonard...I loved the his way of Teaching...Leonard can you help me to which book i need to refer.

  • @schwiriken
    @schwiriken 3 місяці тому

    Which textbook is used in this course? name, edition, etc.? So i that its possible to read and do the excerises Professor Leonard indicates.

  • @thetanuagrawal
    @thetanuagrawal 9 років тому

    thankyou for the lecture sir .

  • @shantanulokhande3730
    @shantanulokhande3730 2 роки тому +1

    can anyone tell me what are the "readings" that the professor is referring to in this lecture? is there any specific book ?

  • @Saracast1979
    @Saracast1979 9 років тому

    So helpful! Thank you!!!!!!!!!!!!!!!!!!!!!!

  • @ricardoafonso7563
    @ricardoafonso7563 3 роки тому

    .
    THANK YOU
    STARTED REPEAT WATCHING 1.1 2 3 5....ETC
    .

  • @quamarjamal9111
    @quamarjamal9111 6 років тому

    where is your shirt that you wore in first lecture...?

  • @mariakosberg9244
    @mariakosberg9244 3 роки тому

    I really enjoyed this video. I have a question and perhaps this is answered in one of the videos sequences, but how many responses much one receive from a survey for hypothesis testing to be accurate?

  • @candyrayne215
    @candyrayne215 8 років тому

    @ProfessorLeonard Do you have a video on graphing? excel?

  • @purpleknight8017
    @purpleknight8017 Рік тому +1

    yes daddy teach me math ❤️❤️

  • @jhakimi-u4l
    @jhakimi-u4l 5 років тому

    some of the lectures are missing from your play list sir like 1.2 and 1.4. However you are fantastic and thanks for sharing these lectures. Ibrahim from Afghanistan

    • @sameersalihy7546
      @sameersalihy7546 5 років тому

      Mohammad Ibrahim Hazara تمام درس هاي اش است بيين به دقت

    • @jhakimi-u4l
      @jhakimi-u4l 5 років тому

      @@sameersalihy7546 دوست عزیز سلام. مه به لیست درس ها رفتم و دیدم بعضی از لکچر ها نیست. تشکر سمیر جان ولی استاد جواب نداد حتما چک نکده

  • @batchnatano4952
    @batchnatano4952 4 роки тому

    this is what we meant by conducive learning environment. I might be returning my interest on learning statistics... hehehehe

  • @baeblaed
    @baeblaed 8 місяців тому

    im waiting for bro to drop the workout routine fr

  • @muhammadbintariq9457
    @muhammadbintariq9457 2 роки тому

    What book is he referring to when he gives homework?

  • @Newslinetv24
    @Newslinetv24 3 роки тому

    I have a group of random numbers but I will like to know how to calculate so I can get what next random number to appear

  • @roadtoad3484
    @roadtoad3484 2 роки тому +1

    I wonder haw many people have watched this video while being in an upper level statistics class?

  • @lorilihime
    @lorilihime 8 років тому +1

    What book are you using? From what I can tell, it seems to be along the same lines as my current textbook

    • @vineetjhaveri3914
      @vineetjhaveri3914 7 років тому

      LoriliHime
      Name of the book is:
      Elementary Statistics - Triola

  • @jaskaransinghsaluja2106
    @jaskaransinghsaluja2106 5 років тому

    What is the book recommended by Professor Leonard?

  • @captureholic
    @captureholic 9 років тому

    any videos on simulation?

  • @samsonshaul3240
    @samsonshaul3240 4 роки тому

    My mom: what did you learn in class today?
    Me: I think I might be gay.... 😂😂😂

  • @lilygroup3447
    @lilygroup3447 Рік тому

    What is the statistics and probability book? used by professor Leonard.

  • @adoniskon1783
    @adoniskon1783 3 роки тому

    the best !

  • @rpprevost
    @rpprevost 10 років тому

    For "Convenience Sample", you defined it as the use of RESULTS that are easy to get, but shouldn't it instead be the use of the DATA that are easy to get?

  • @heyrobined
    @heyrobined 3 роки тому

    Clark Kent is a professor by day

  • @johnholme783
    @johnholme783 6 років тому

    Nothing stiff and starchy about this man. Not your stereotypical maths professor. Cool dude.

  • @cthullik6719
    @cthullik6719 7 років тому

    @proffessor leonard : systematic sampling from Vietnam draft. "1, 2, 3, Marine!"

  • @kcabrera0717
    @kcabrera0717 5 років тому

    OMG!! Que hombre tan lindo. Cannot stop looking at his arms. I wonder how he looks like today. By the way his explanation is very good.

  • @vishalraj2147
    @vishalraj2147 8 років тому +2

    sir, which book do u follow?

    • @vineetjhaveri3914
      @vineetjhaveri3914 7 років тому

      vishal raj Name of the book is:
      Elementary Statistics - Triola

  • @bliss1086
    @bliss1086 8 років тому

    excellent

  • @SuperDuperPower
    @SuperDuperPower 8 років тому

    does it actually has to by equal probabilities for it to be random ?

  • @mellmorris2003
    @mellmorris2003 4 роки тому +2

    clark kent indeed