Multiple Regression | Coefficients - Interpretation, C.I, Hypothesis Testing

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  • Опубліковано 2 жов 2024

КОМЕНТАРІ • 46

  • @cheeseopedia6500
    @cheeseopedia6500 Рік тому +15

    Thanks for the clear and straight-to-the-point video. No lengthy intro and outro, but short with examples and visualizations. Great!

    • @joshemman
      @joshemman  Рік тому

      Thanks for the feedback, Cheeseopedia.
      Glad you like it.

  • @jdll-te3ly
    @jdll-te3ly Рік тому +8

    Wow, this video explained linear regression so clearly! I've been struggling to grasp this concept, but your explanation really made it click for me. Thank you so much, Joshua Emmanuel! Your dedication to educating young black people like me is inspiring. Please keep up the fantastic work - we need more educators like you empowering us to excel in these fields! 🙌💯

  • @muhammadkhurramshabbir5321
    @muhammadkhurramshabbir5321 17 днів тому

    Really good explanation.

  • @alteredkill6109
    @alteredkill6109 5 місяців тому +6

    This is by far the best multi regression video I have seen

  • @mosesehijie3265
    @mosesehijie3265 9 місяців тому +3

    Thank you so much sir, but im unclear about 3:52, in the question it is stated as 10 years but while solving you used 96 months which was 8 years based on the conversion

    • @joshemman
      @joshemman  9 місяців тому +2

      You’re right. I changed the question to 96 months at 3:52 but forgot to go back and change it at the beginning (0:00). Thanks for pointing it out.

  • @jacquelinesilerio1838
    @jacquelinesilerio1838 Рік тому +7

    Thank you for these videos! They are very helpful!

  • @tiberiusmose9884
    @tiberiusmose9884 Рік тому +1

    thank you for your lecture

  • @tayana0lolo
    @tayana0lolo Рік тому +7

    This was so clear! Everything makes sense now, thank you so much!

  • @mapa5000
    @mapa5000 Рік тому +4

    outstanding explanation ! Thank you !

  • @Falco.
    @Falco. 2 місяці тому +1

    Prof Emmanuel to the rescue! I was trying to figure out what were these coefficient β that were pulled out of nowhere in my chapter about Design of Experiment

    • @joshemman
      @joshemman  2 місяці тому

      My pleasure. Thanks for dropping a note.

  • @statisticslearning
    @statisticslearning 9 місяців тому +1

    Very good ..m also a lecturer of statistics

    • @joshemman
      @joshemman  9 місяців тому

      Thanks for dropping a note. Much appreciated.

  • @helloitsnan6018
    @helloitsnan6018 Рік тому +1

    Hi,
    I have a quick question. Why does it says “8-years” 4:13 when at the beginning 0:00 “c)…10-year-old”?

  • @TheJoeltodd
    @TheJoeltodd 6 місяців тому +1

    This was so helpful. It made my research into multi-factor models in finance much easier to understand. Thank you very much.

  • @evelynfurtado1240
    @evelynfurtado1240 5 місяців тому

    Hii, if i have a model that as a whole is not significant, but one of the independent variables is significant, can i still report the result just for that indeoendent variable?

  • @ericomeli2235
    @ericomeli2235 6 місяців тому +1

    for the t-tests, please explain why you use two-tailed test for the other variables and one-tailed test for the last variable.

    • @joshemman
      @joshemman  6 місяців тому +1

      7:03; if you’re testing whether the coefficient is positive or negative, then it is a one tailed test. If you’re simply testing for significance (without a specified direction), then it is a two-tailed.

    • @ericomeli2235
      @ericomeli2235 6 місяців тому +1

      @@joshemman thank you so much for the help and quick response

  • @muazaljuneidi5880
    @muazaljuneidi5880 8 місяців тому +1

    Amazing! that is exactly what I was looking for, thank you!

  • @sajjadabouei6721
    @sajjadabouei6721 11 місяців тому +1

    man this was great
    more than what I expected it explained the whole thing together as a package
    keep it on 🔥🔥🔥🔥🔥🔥

  • @bontu4018
    @bontu4018 Рік тому

    Thank you for these videos
    I have on question
    how to a form product dd for the least period is given below period dd period 1,2,3,4,5,6,7,8,9 dd 44,52,50,54,55,55,60,56,62 develop a linear trend equation ,predict the dd value for the next period and find the regression equation solution

    • @joshemman
      @joshemman  Рік тому +2

      Use Excel or Google sheets:
      X = 1,2,3,4,5,6,7,8,9
      Y = 44,52,50,54,55,55,60,56,62
      use
      =SLOPE(Y, X)
      =INTERCEPT(Y, X)

  • @sydneyverge6961
    @sydneyverge6961 10 місяців тому +1

    Do you offer tutoring? You are a great teacher!

  • @nahumyehdego8612
    @nahumyehdego8612 11 місяців тому +1

    This video is amazing, thank you!

  • @sinansuleiman
    @sinansuleiman Рік тому +1

    Amazing

  • @knowledgedrah
    @knowledgedrah 5 місяців тому

    Don't understand y u use the student t test instead of the z test to construct the 95% confidence interval since the sample size was large thus greater than or equal to 30 and the standard error of population given

    • @joshemman
      @joshemman  5 місяців тому

      People use Z when sample is large just as an approximation since t-tables may not include large t values. Also note that the standard error is based on the sample, not population.

  • @DieWundeBliebt
    @DieWundeBliebt Рік тому +1

    This made so much sense. Thank you!!!!

  • @arrrigatoru2879
    @arrrigatoru2879 10 місяців тому

    Thank you for the explanation, it is very clear and helpful!
    I have a question what should I do if some of the parameters for example maintenance of the house depend on price,room numbers or region but not directly? is it correct to make this type of analysis with such parameters?

  • @akhilgupta1792
    @akhilgupta1792 Рік тому +1

    Thanks for the video!
    I have a question.
    When testing the significance of predictor variables, we used Beta not equal to 0 as Ha, but for Distance, we used Beta < 0.
    Just like Distance, can we use Beta > 0 for the other independent variables?
    If yes, can we also use Beta not equal to 0 for testing the significance of Distance?

    • @joshemman
      @joshemman  Рік тому +1

      Yes, you can use Beta not equal to 0 for testing the significance of Distance. I used Beta > 0 as an example of a right-tailed test.

    • @akhilgupta1792
      @akhilgupta1792 Рік тому +1

      @@joshemman Oh okay. Thank you for the quick reply!

  • @oluyomiamos2862
    @oluyomiamos2862 11 місяців тому +1

    Thanks so much for this video

    • @joshemman
      @joshemman  11 місяців тому

      You're welcome.

  • @SandeepKumar-sg7ou
    @SandeepKumar-sg7ou 10 місяців тому

    How to estimate the ratio of MVP AND MFC

  • @nadiaenih9178
    @nadiaenih9178 Рік тому

    Thank you so much Emmanuel. This video is so explanatory.

  • @mahindrachilukuri1260
    @mahindrachilukuri1260 Рік тому

    This Helped me a lot for my exam Tq so much 😊😊

  • @varshapatil3566
    @varshapatil3566 Рік тому

    At 3.49, Actual value of Age coefficients is 1.35. At 95% confidence, Age values interval is between -3.8 to 6.6.
    It means our regression coefficient from -3.8 to 6.6 is allowed or what?

    • @joshemman
      @joshemman  Рік тому +3

      You will say you are 95% confidence that the true Age coefficient lies between -3.8 and 6.6.
      That is, with repeated sampling, you expect the true Age coefficient to be somewhere between those two values in 95% of the samples.
      You can look up definition of confidence intervals to learn more.

  • @alexanderfischer541
    @alexanderfischer541 Рік тому

    beautiful.

  • @shewayebelayneh2004
    @shewayebelayneh2004 8 місяців тому

  • @Charcharmr
    @Charcharmr 10 місяців тому

    Hi Prof Emmanuel. Please, I need ur email, I can't chat with you on LinkedIn either I quess I need to have a prenium account