39 - The gamma distribution - an introduction

This video provides an introduction to the gamma distribution: describing it mathematically, discussing example situations which can be modelled using a gamma in Bayesian inference, then going on to discuss how its two parameters affect the shape of the distribution intuitively, and finally ending with a derivation of the mean of the distribution.
If you are interested in seeing more of the material, arranged into a playlist, please visit: • Bayesian statistics: a... Unfortunately, Ox Educ is no more. Don't fret however as a whole load of new youtube videos are coming soon, along with a book that accompanies the series: www.amazon.co.uk/gp/product/1... Alternatively, for more information on this video series and Bayesian inference in general, visit: ben-lambert.com/bayesian-lect... For more information on econometrics and Bayesian statistics, see: ben-lambert.com/

Пікірлер: 48

  • @brucelam115
    @brucelam1154 ай бұрын

    Dude, THIS is the kind of education worth paying for, not whatever my professors are doing

  • @Robertfrench3364
    @Robertfrench33649 жыл бұрын

    Thanks for the video! The textbook I have been using covers the expected value for gamma far too quickly. You really laid it out and made it easy to comprehend!

  • @diyasharma96
    @diyasharma964 жыл бұрын

    Superb. Thank you for giving me the intuitive understanding that I needed in just 14 minutes (was watching at 1.25x). The stuff in other places was so dense as to be practically counterproductive; I pored over "recommended" texts for hours before a search online led me to this beauty. Very very grateful for your generosity. Two important points: [1] At 08:16, I'm pretty sure you meant to say "Y" instead of "lambda". I don't know why nobody's pointed this out for 6 years. If I'm not wrong, perhaps you could add a simple note / annotation at that point on the video so that others don't get thrown by that minor blip in an otherwise superlative effort. [2] The freehand graphs, especially the one for alpha = 3, didn't seem very reliable. So it gave me a lot of confidence to see the MATLAB projections. Please never stop using those!

  • @katyadimitrovapetrova9343
    @katyadimitrovapetrova93436 жыл бұрын

    omg I was struggling with this gamma distribution for a week now. thanks!

  • @AronBattistella
    @AronBattistella4 жыл бұрын

    That was a great explanation. Thank you!

  • @nickhead2481
    @nickhead24819 жыл бұрын

    Brilliant explanations - thanks a lot! Can you take over from my uni lecturers please?

  • @dARKf3n1Xx
    @dARKf3n1Xx4 жыл бұрын

    gotta like this, so new updated explanation can come :P

  • @anthonyfernandezgonzalez8262
    @anthonyfernandezgonzalez8262 Жыл бұрын

    Thank you so much, great lesson!

  • @observever7808
    @observever78083 жыл бұрын

    AWESOME, no crap, straight to what we need to know!

  • @nasgaroth1

    @nasgaroth1

    3 жыл бұрын

    Man, this guy explain nothing, simply theoretical crap. Where is an example, some information from practice ? Nothing simply theoretical shit

  • @imrannooraddin1876
    @imrannooraddin18767 жыл бұрын

    What the fuck is going on

  • @mkrcy

    @mkrcy

    18 күн бұрын

    xd

  • @Coughi3
    @Coughi3 Жыл бұрын

    thank you very much, great video and explanation

  • @mo8144
    @mo81443 жыл бұрын

    Brilliant explanation !!!

  • @dursundurmaz915
    @dursundurmaz9155 жыл бұрын

    Really helpfull, clear english, great expression

  • @yassine20909
    @yassine209092 жыл бұрын

    Excellent explanation, thank you

  • @TheDantsu
    @TheDantsu9 жыл бұрын

    Best explanation ever. Thank you.

  • @timhale2704
    @timhale27048 жыл бұрын

    Fantastic and very clearly explained! Thank you :)

  • @basilkjeemon196
    @basilkjeemon1963 жыл бұрын

    brilliant explanation

  • @atewary3101
    @atewary31014 жыл бұрын

    Im confused. When changing values of alpha, you say anything not a function of y cancels out- you take the Beta^alpha part out. When changing values of Beta, you keep the Beta^alpha bit in? This still is not a function of y.

  • @brockobama257
    @brockobama2572 жыл бұрын

    No way I clicked on this video expecting shitty audio but you sound fantastic. Very rare very rare…

  • @klam77
    @klam775 жыл бұрын

    Brilliant.

  • @achillesarmstrong9639
    @achillesarmstrong96396 жыл бұрын

    very nice video. bravo

  • @janezhu2091
    @janezhu20917 жыл бұрын

    such a beautiful explanation!

  • @jacobherz9454
    @jacobherz94544 жыл бұрын

    love the way he says beeta

  • @MsKisshello
    @MsKisshello2 жыл бұрын

    thank you!

  • @samad.chouihat4222
    @samad.chouihat42223 жыл бұрын

    could you please tell me the name of the software he used to draw those functions

  • @TheXxsayaoxx

    @TheXxsayaoxx

    3 жыл бұрын

    MATLAB?

  • @internetroamer8063

    @internetroamer8063

    3 жыл бұрын

    it is MATLAB

  • @lazy_hiker_guy
    @lazy_hiker_guy9 жыл бұрын

    If this is Ben Lambert, then why didn't you post this video on your page as well? Would have been easier for us since it would reduce the search time. Btw your videos are a life saver.

  • @PragyadityaDas94
    @PragyadityaDas949 жыл бұрын

    Really very helpful

  • @lukepaluso9863
    @lukepaluso98634 жыл бұрын

    you're awesome

  • @achillesarmstrong9639
    @achillesarmstrong96396 жыл бұрын

    good video

  • @abhayanand1668
    @abhayanand16689 жыл бұрын

    Thank you

  • @oxeduc4209

    @oxeduc4209

    9 жыл бұрын

    Hi, thanks for your kind words. Glad you found it helpful! Best, Ben

  • @baselosama781
    @baselosama7812 жыл бұрын

    can you share the matlab code with me please

  • @groovyagain96
    @groovyagain969 жыл бұрын

    very helpful. Thank you

  • @DanyangZhang
    @DanyangZhang9 жыл бұрын

    Nice explanation!

  • @fredbig6789
    @fredbig67898 жыл бұрын

    You saved my ass.

  • @fo89jsafglpwo
    @fo89jsafglpwo7 жыл бұрын

    Hey its good explanation, thanks budd, I can now understand what the actual fuck is going on. But there's one question, shouldn't the Beta be replaced in the p.d.f. by 1/Beta? Since when the parameter Beta increases, the change in specific p.d.f. should be exactly the opposite of your graph. **update Sorry I was wrong. It's just different presentation of the parameter. Thanks!

  • @malintha

    @malintha

    6 жыл бұрын

    Here beta represents the rate of change. I think in the other way beta representation the time for the next event to occur.

  • @aseefzahir8789
    @aseefzahir87898 жыл бұрын

    Brilliant~ you

  • @shhim8229
    @shhim82297 жыл бұрын

    very helpful

  • @biniljoy2542
    @biniljoy25423 жыл бұрын

    Can you please start from the base, I didn't understand anything.

  • @kadiusvain1102
    @kadiusvain11023 ай бұрын

    Either I’m dumb as fuck or I’m just not paying attention like WTF if I wanted school I’ll go back for that lol more simple please

  • @KOBILLIN
    @KOBILLIN6 жыл бұрын

    assist me in this question let x be a bin(2,p) and y be a bin(4,p). if the pr(X>1)=5/9. find pr(Y.1)

  • @bobbynazaris750
    @bobbynazaris7507 жыл бұрын

    Thank you