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

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  • Опубликовано: 28 сен 2024

Комментарии • 46

  • @tayana0lolo
    @tayana0lolo Год назад +7

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

  • @mapa5000
    @mapa5000 Год назад +4

    outstanding explanation ! Thank you !

  • @muazaljuneidi5880
    @muazaljuneidi5880 8 месяцев назад +1

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

  • @cheeseopedia6500
    @cheeseopedia6500 Год назад +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  Год назад

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

  • @nadiaenih9178
    @nadiaenih9178 Год назад

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

  • @DieWundeBliebt
    @DieWundeBliebt Год назад +1

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

  • @nahumyehdego8612
    @nahumyehdego8612 11 месяцев назад +1

    This video is amazing, thank you!

  • @sydneyverge6961
    @sydneyverge6961 10 месяцев назад +1

    Do you offer tutoring? You are a great teacher!

  • @mahindrachilukuri1260
    @mahindrachilukuri1260 11 месяцев назад

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

  • @evelynfurtado1240
    @evelynfurtado1240 5 месяцев назад

    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?

  • @sinansuleiman
    @sinansuleiman Год назад +1

    Amazing

  • @alexanderfischer541
    @alexanderfischer541 Год назад

    beautiful.

  • @Charcharmr
    @Charcharmr 9 месяцев назад

    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

  • @jdll-te3ly
    @jdll-te3ly Год назад +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! 🙌💯

  • @alteredkill6109
    @alteredkill6109 5 месяцев назад +6

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

  • @mosesehijie3265
    @mosesehijie3265 9 месяцев назад +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 месяцев назад +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 Год назад +7

    Thank you for these videos! They are very helpful!

  • @Falco.
    @Falco. 2 месяца назад +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 месяца назад

      My pleasure. Thanks for dropping a note.

  • @helloitsnan6018
    @helloitsnan6018 Год назад +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”?

  • @ericomeli2235
    @ericomeli2235 5 месяцев назад +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  5 месяцев назад +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 5 месяцев назад +1

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

  • @TheJoeltodd
    @TheJoeltodd 6 месяцев назад +1

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

  • @sajjadabouei6721
    @sajjadabouei6721 11 месяцев назад +1

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

  • @muhammadkhurramshabbir5321
    @muhammadkhurramshabbir5321 12 дней назад

    Really good explanation.

  • @tiberiusmose9884
    @tiberiusmose9884 Год назад +1

    thank you for your lecture

  • @akhilgupta1792
    @akhilgupta1792 Год назад +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  Год назад +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 Год назад +1

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

  • @statisticslearning
    @statisticslearning 9 месяцев назад +1

    Very good ..m also a lecturer of statistics

    • @joshemman
      @joshemman  9 месяцев назад

      Thanks for dropping a note. Much appreciated.

  • @knowledgedrah
    @knowledgedrah 5 месяцев назад

    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 месяцев назад

      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.

  • @arrrigatoru2879
    @arrrigatoru2879 10 месяцев назад

    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?

  • @oluyomiamos2862
    @oluyomiamos2862 11 месяцев назад +1

    Thanks so much for this video

    • @joshemman
      @joshemman  11 месяцев назад

      You're welcome.

  • @shewayebelayneh2004
    @shewayebelayneh2004 8 месяцев назад

  • @SandeepKumar-sg7ou
    @SandeepKumar-sg7ou 10 месяцев назад

    How to estimate the ratio of MVP AND MFC

  • @bontu4018
    @bontu4018 Год назад

    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  Год назад +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)

  • @varshapatil3566
    @varshapatil3566 Год назад

    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  Год назад +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.