Cumulative Distribution Functions and Probability Density Functions

This statistics video tutorial provides a basic introduction into cumulative distribution functions and probability density functions. The probability density function or pdf is f(x) which describes the shape of the distribution. It can tell you if you have a uniform, exponential, or normal distribution. The cumulative distribution function or cdf allows you to calculate the area under the curve to the left of some point of interest in order to evaluate the accumulated probability.
Introduction to Probability:
• Introduction to Probab...
Probability Formulas:
• Probability Formulas, ...
Probability Explained:
• Probability Explained!
Probability With Geometry:
• Probability With Geome...
Probability of Complementary Events:
• Probability of Complem...
Conditional Probability:
• Conditional Probabilit...
__________________________________
Independent and Dependent Events:
• Probability - Independ...
Probability of Mutual Exclusive Events:
• Probability of Mutuall...
Multiplication and Addition Rule:
• Multiplication & Addit...
Compound Probability:
• Compound Probability o...
Expected Value:
• How To Calculate Expec...
Probability Tree Diagrams:
• Probability Tree Diagrams
___________________________________
Bayes Theorem:
• Bayes' Theorem of Prob...
Probability - Binomial Distribution:
• Finding The Probabilit...
Probability - Geometric Distribution:
• Geometric Distribution...
Probability - Poisson Distribution:
• Introduction to Poisso...
Continuous Probability Distributions:
• Continuous Probability...
Probability Density Functions:
• Cumulative Distributio...
__________________________________
Probability - Uniform Distributions:
• Continuous Probability...
Probability - Exponential Distributions:
• Probability Exponentia...
Probability - Normal Distributions (Calculus):
• Normal Distribution & ...
Probability - Standard Normal Distributions:
• Standard Normal Distri...
Probability - The Law of Large Numbers:
• Law of Large Numbers
___________________________________
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Пікірлер: 131

  • @TheOrganicChemistryTutor
    @TheOrganicChemistryTutor Жыл бұрын

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    Жыл бұрын

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    @meaning1780 Жыл бұрын

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    @andreaj75174 жыл бұрын

    My statistics professor SUCKS! Literally paying thousands to be assigned a chapter with no other instruction, then take a mpc test following. I could have just bought the book and read it. Sadly, this seems to be the trend as this is the 3rd class I've had following this disgusting recipe. So, a huge thank you for this video. YOU deserve the "professor's" fee for actually teaching concepts and making them accessible and understandable. You've made my day.

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    @Davouc234

    2 жыл бұрын

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    Жыл бұрын

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    @cosmosatrosanguineus3171

    Ай бұрын

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  • @min7549
    @min75493 жыл бұрын

    Love this! this 11 mins video explains way more than one hour stats class that I am paying for! Bless you

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    @djangounchained13503 жыл бұрын

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    @williamtownsend33953 жыл бұрын

    You are hands down the best person to go to for out of class material aid. You have helped me get through calculus courses and I still reference you while in an economics PhD program. Thank you so much for making these videos.

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    @prost55143 жыл бұрын

    There is no doubt in this guy since I am watching his videos from the bigining when I first connected the internet, Thanks for everything

  • @gjennifer8887
    @gjennifer88873 жыл бұрын

    I've been struggling with these concepts until I saw your video. Super clear and detailed. Thanks!

  • @jessegutierrez5051
    @jessegutierrez5051 Жыл бұрын

    Can’t emphasize how helpful this was. Thank you!

  • @christiegracekelly3680
    @christiegracekelly36803 жыл бұрын

    Thank you!! This is such a clear explanation. I am taking a grad class way over my head and my dissertation research is using surveys and we keep talking about PDFs and CDF and I have been so lost. So clear to me now, thanks bunches!

  • @RyanThompsonrthomp
    @RyanThompsonrthomp4 жыл бұрын

    Thank the lord this explanation exists. Thank you.

  • @ecetezsezen3150
    @ecetezsezen3150 Жыл бұрын

    you saved me. I was having so many problems with my probability course and was failing. I watched this and finally, everything start making some sense. Thanks a lot

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    @flytastic2078 Жыл бұрын

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  • @gautamdwivedi2400
    @gautamdwivedi24003 жыл бұрын

    Thank you for explaining the confusing topic in a simple way. Very clear and to the point explaination.

  • @alexanderpalm6407
    @alexanderpalm64073 жыл бұрын

    My notes from class make sense again. Thank you 😄

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    @simonetticarlo3 жыл бұрын

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    @breguet702710 ай бұрын

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    @fasttwitch172326 күн бұрын

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    @valeriereid23372 жыл бұрын

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    @slackkerkitcar998 ай бұрын

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    @davidp95854 жыл бұрын

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    @jamiesmxchannel44534 жыл бұрын

    Thank you, finally someone with a simple expanation, genius

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    @marissastarks68893 жыл бұрын

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    @Ahmed-jl7uh3 жыл бұрын

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    @BoomChickaWahWah6664 жыл бұрын

    Great explanations!

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    @ronaldobarriosg3 жыл бұрын

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    @mrjosuelito3 жыл бұрын

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    @kasundissanayake80984 жыл бұрын

    Thanks. Great explanation. Thumbs up

  • @lightningllama
    @lightningllama3 жыл бұрын

    "Area under the curve at that point to the left" One line that cleared all my doubts. Thank you

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    @abinayaradhakrishnan8061 Жыл бұрын

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    @linaguo3740 Жыл бұрын

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  • @gnaimusa
    @gnaimusa2 жыл бұрын

    Thank you for posting this video

  • @ffs3393
    @ffs3393 Жыл бұрын

    Great video as always!

  • @mohammedshafiuddin8956
    @mohammedshafiuddin89563 жыл бұрын

    Thank you very much for such a simple explanation, I wonder why Professors at college don't make it simple as you did here. They make it look much complicated than it is.

  • @wraster07hp36
    @wraster07hp363 жыл бұрын

    Thanks my tutor :D love it

  • @FlyingTurtleLP
    @FlyingTurtleLP4 жыл бұрын

    not flawless, but holy cow. I understand PDFs and CDFs. Thanks man!

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    @prajwaldeepkamble26832 жыл бұрын

    You’re truly great

  • @mannbanga1920
    @mannbanga19208 ай бұрын

    This video makes cumulative distribution functions and probability density functions easier for me.

  • @dubtron6667
    @dubtron66673 жыл бұрын

    Very well explained.

  • @AJ-et3vf
    @AJ-et3vf2 жыл бұрын

    great video sir! Thank you!

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    @NK-iy6if2 жыл бұрын

    God bless you brother! Thank you!

  • @IamOtis
    @IamOtis8 ай бұрын

    Thank you again Mr. O-Chem Tutor

  • @yaweli2968
    @yaweli29682 жыл бұрын

    It’s true that the CDF for the uniform is (x-a)/(b-a) but if the entire area is not up to one, for instance, if b is the 70th percentile instead of the 100th, this implies the entire area adds up to 70 percent. The CDF changes. It’s the everything like before multiplied by 0.7. Props to this Professor, he is amazing for all courses, what else can this man not teach!

  • @davedeatherage4902
    @davedeatherage49024 жыл бұрын

    Excellent!

  • @cristobalheredia8333
    @cristobalheredia8333 Жыл бұрын

    Finally I understood this thing. Thank youu

  • @mannbanga1920
    @mannbanga19208 ай бұрын

    Thank you so much for such valuable video.

  • @urigiri99
    @urigiri993 жыл бұрын

    thank you sir the explanation was perfectt!!

  • @TV-dv2qd
    @TV-dv2qd3 жыл бұрын

    Thank you man !

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    @analyst-ue3ni2 жыл бұрын

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    @rhiannur408 Жыл бұрын

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    @explore5394 Жыл бұрын

    Very nicely explained .

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    @dylanrose52064 жыл бұрын

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    @dimitriysevryukov1629 Жыл бұрын

    Thank you very much !

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    @jingxihuang47763 жыл бұрын

    such a great help

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    @darshikaverma91703 жыл бұрын

    wow awesome. Now, things are making sense !!!!!!!!!!

  • @yasharyusifli5050
    @yasharyusifli50504 жыл бұрын

    Many thanks !

  • @crisameim
    @crisameim4 жыл бұрын

    This is much easier to understand than my online professors

  • @walidlamri1783
    @walidlamri17834 жыл бұрын

    Great topic thanks sir

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    @tello7390 Жыл бұрын

    I feel i have to pay for this. FYI🤣🤣 better than my lecturer

  • @Gian.franco
    @Gian.franco4 жыл бұрын

    THANK YOU

  • @mohamedaadhil4645
    @mohamedaadhil46454 жыл бұрын

    thank you very much sir ...

  • @kimikokimi
    @kimikokimi Жыл бұрын

    Thank you!

  • @marwa_elnaggar
    @marwa_elnaggar4 ай бұрын

    شكرا على الشرح الرائع 🌟🌟🌟🌟🌟 Thank you You are a great teacher 🌟🌟🌟🌟🌟

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    @basavarajpmai35282 жыл бұрын

    You are awesome bro✌

  • @henokmisrak6159
    @henokmisrak61592 жыл бұрын

    thanks our brother keep it please

  • @maxpayne5257
    @maxpayne52574 жыл бұрын

    Bless you!!!

  • @jh-gp1cm
    @jh-gp1cm4 жыл бұрын

    Thank you :)

  • @siddiqisah1452
    @siddiqisah14524 жыл бұрын

    The Area of line technically referes to an infintesimally area under the curve being a trapizium out the whole distribution equal to one.You can use the leibenz calculus theorem for that.

  • @oguzgonul2584
    @oguzgonul25842 жыл бұрын

    I took this lesson from a fake teacher called Masood. He just opens the pdf he found from internet and reads it and he dont even know what that means. And asking the questions probably he cant answer at midterm and finals. After understanding the problem i can finally be happy. Thanks to you

  • @mathwizard5889
    @mathwizard588910 ай бұрын

    very helpful :)

  • @sarkersunzidmahmud2875
    @sarkersunzidmahmud2875 Жыл бұрын

    thanks a lot, man. U deserve an oscar😁

  • @o.g.dominus
    @o.g.dominus2 жыл бұрын

    When the video is soo engaging that you forget to like

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    @usegman13 жыл бұрын

    I Fucking love this guy. no matter what im studying this guy has a video about it. AMAZING

  • @asbinanceasbinance1473
    @asbinanceasbinance14733 жыл бұрын

    Thanx a lot!

  • @timitella1685
    @timitella16852 жыл бұрын

    Impressive !

  • @johnhhu2137
    @johnhhu21373 жыл бұрын

    Thank you

  • @charithmenaka7399
    @charithmenaka73994 ай бұрын

    really helpful

  • @saki7952
    @saki79524 жыл бұрын

    Thanks for the effort.

  • @brmatt159

    @brmatt159

    4 жыл бұрын

    dont disrespect him boomer

  • @Oikawa754
    @Oikawa7546 ай бұрын

    My savior

  • @haneulkim4902
    @haneulkim49023 жыл бұрын

    @9:16 So to find area between a,b we just integrate pdf from b to a?

  • @user-du7zn1zk6w
    @user-du7zn1zk6w4 жыл бұрын

    Good

  • @Syko1985
    @Syko19854 жыл бұрын

    i would have liked an explanation to why the CDF of a exponential is 1-e^(-(lambda)x)

  • @m.b.9026

    @m.b.9026

    4 жыл бұрын

    It's because that's the integral from 0 to x. Which is the area under a function

  • @ALLFOOTBALL-zf2xh
    @ALLFOOTBALL-zf2xh4 ай бұрын

    Amazing

  • @WAYN3SCHL3G3L
    @WAYN3SCHL3G3L3 жыл бұрын

    I find it very interesting that you don't even mention integrals once. What made you choose to do it that way?

  • @user-ks2cc4lc4g
    @user-ks2cc4lc4g3 ай бұрын

    Thanks

  • @roseytb4092
    @roseytb40922 жыл бұрын

    Hi How do I calculate p when I have chi-square?

  • @haneulkim4902
    @haneulkim49023 жыл бұрын

    What is area under CDF represent? I've tried it with exponential pdf, cdf with lambda 1 and integral of cdf seems to give me pdf.

  • @user-zi7ew2xc4n
    @user-zi7ew2xc4n Жыл бұрын

    OMG your voice is 100% similar to uki from nijien.

  • @openknect3386
    @openknect33863 жыл бұрын

    Well, it does explain why CDF is the integration of of PDF.

  • @MrGelare
    @MrGelare Жыл бұрын

    I am looking for bases that support the reasons why we do not add or subtract CDF. I wonder if anyone could help me find the rule

  • @shashankbshivakumar4831
    @shashankbshivakumar4831 Жыл бұрын

    How can f(x) = 1((b-a) when there is no x in the function?

  • @user-rc3kr6rp2j
    @user-rc3kr6rp2j2 жыл бұрын

    Why did he omit a lambda on a expression of exponential distribution, when he obtain a CDF of exponential distribution?

  • @tanweerashif
    @tanweerashif8 ай бұрын

    My man ate calculus😂!

  • @alexzheng982
    @alexzheng98225 күн бұрын

    What about the CDF and PDF for normal distribution?

  • @MA-yu6wb
    @MA-yu6wb3 жыл бұрын

    Pdf tell you the shape of graph. Cdf tell you the left area of some value