Regression Analysis

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  • Опубликовано: 26 ноя 2024

Комментарии • 83

  • @Mathapelo2345
    @Mathapelo2345 24 дня назад +1

    Thank you very much for a simpler tutorial. As I prepare for my quants exam, I am gaining confidence 💛

  • @meronsolomon2976
    @meronsolomon2976 Год назад +1

    I can't thank you enough. God bless you.

  • @s.a.n.danushka5799
    @s.a.n.danushka5799 2 года назад +1

    Welldone clearly explained all the steps. I am very much interested to have more from you. Thank you very much

    • @researchwithfawad
      @researchwithfawad  2 года назад

      Thanks. I am glad you liked it. Please do watch the other videos on the channel

  • @nasirahmadkhalil5379
    @nasirahmadkhalil5379 4 года назад +2

    excellent way of teaching, if some published papers are taken where these concepts are used and explained, it would immensely help

  • @georgiap7112
    @georgiap7112 2 года назад +1

    thank you for being generous with your knowledge - life saver!

  • @saidgaryare4104
    @saidgaryare4104 4 года назад +1

    Thank You, Dr Fawad, really I got more understanding about how to run and interpret regression analysis. But the drive link is not working.

    • @researchwithfawad
      @researchwithfawad  4 года назад +1

      Hi. I am glad you liked it. I will share with you the link soon.

    • @saidgaryare4104
      @saidgaryare4104 4 года назад

      @@researchwithfawad thank you

    • @saidgaryare4104
      @saidgaryare4104 4 года назад

      @@researchwithfawad Could you please make a video about Factor analysis?

    • @researchwithfawad
      @researchwithfawad  4 года назад +1

      Hi. Here it is using JAMOVI. I will be making one using SPSS next week.
      ruclips.net/video/gb39WWR26bk/видео.html

    • @saidgaryare4104
      @saidgaryare4104 4 года назад

      @@researchwithfawad thank you, genuinely appreciated, if you make with SPSS.

  • @aminaahmedalibelal5676
    @aminaahmedalibelal5676 2 года назад

    Well done explanation and God bless you. Can you explain detecting Multicollinearity?

    • @researchwithfawad
      @researchwithfawad  2 года назад +1

      Thanks. Please check fir VIF values, if the value if less than 5, there is an issue of multi-collinearity.

  • @sueyenlawrence968
    @sueyenlawrence968 3 года назад +1

    Sir you did a wonderful job. Thank you

  • @alpoushno13
    @alpoushno13 8 месяцев назад +1

    truly amazing

  • @saneshkp9810
    @saneshkp9810 2 года назад

    is the regression meaningful without controlling the other variables which have an impact on DV ?

    • @researchwithfawad
      @researchwithfawad  2 года назад

      Yes it is. You can use controls to see of there is an effect.

  • @saneshkp9810
    @saneshkp9810 2 года назад

    13:22 wy adjusted r square and standardised beta values doesn't used for interpretation ?

    • @researchwithfawad
      @researchwithfawad  2 года назад

      You can use those as well. However, normal reporting standards in regression use Unstandardized and R square.

    • @saneshkp9810
      @saneshkp9810 2 года назад

      @@researchwithfawad ok thank u sir

  • @shrawastilavanya7228
    @shrawastilavanya7228 Год назад

    Sir, aren't we supposed to write the Beta value instead of B when reporting, i.e. 0.526 instead of 0.579 in your case?

  • @Alhamzah_F_Abbas
    @Alhamzah_F_Abbas 2 года назад

    informative video, thank you, sir. if we want to test the relationship with more than one DV, what type of analysis do we need to run?

    • @researchwithfawad
      @researchwithfawad  2 года назад +1

      Thanks. I am glad you liked it. In that case you will have to use SEM based tools like AMOS, SmartPLS or SEMinR

  • @noureddineatouf2908
    @noureddineatouf2908 Год назад

    Hello Professor..I've contacted you before with respect to using and interpreting t-test. Since I am working on a quasi-experimental design (pre post intervention) in which I am measuring a set of continuous dependent variables (reading skills) against one independent variable (explicit training in reading). I've conducted a t-test thanks to your guidelines but I found out that the results are not accurate and so I was told to conduct a one-way MANOVA test. Coudl you please share with us how to do this test. Thank you

  • @muhammadzaurezafshar9205
    @muhammadzaurezafshar9205 7 месяцев назад

    Can we perform serial mediation with 1 or 2 variables using SPSS only

    • @researchwithfawad
      @researchwithfawad  7 месяцев назад

      Yes but that will involve some manual calculations and several steps.

  • @unknownfromkashmir
    @unknownfromkashmir 2 года назад

    What if my significance is greater than 0.05 , it is 0.065 actually?

  • @aroosashahid9043
    @aroosashahid9043 4 года назад +1

    Great work..

  • @AbuBakar-pz9ro
    @AbuBakar-pz9ro 3 года назад

    can you reject null hypothesis just by looking at the p-value? So if the p-value is less than 0.05 you reject the null hypothesis?

    • @researchwithfawad
      @researchwithfawad  3 года назад

      Yes, p value is used to reject null Hypothesis. If it is less than. 05

    • @AbuBakar-pz9ro
      @AbuBakar-pz9ro 3 года назад

      @@researchwithfawad thank you. I'm currently doing a financial modelling assignment but not sure how it should be structured because it has to be a report. Do you know how this should be done?

  • @rohitkaushik4916
    @rohitkaushik4916 2 года назад

    Sorry sir to point out as someone is saying only continuous variables will be considered otherwise multiple regression will not run on spss. Please guide.

  • @homaansari9221
    @homaansari9221 2 года назад

    How to interpret more than one independent variable with dependent variable individually. Means I don't want to conduct multiple regression to know the combined impact. I want to assess it individually. So how to interpret and make table

    • @researchwithfawad
      @researchwithfawad  2 года назад +1

      Its the same as normal regression. Instead of adding multiple variables, just add one into the the list.
      If you want to assess each IV separately, then you need to run regression again with each variable.
      This video on regression may also help
      ruclips.net/video/GQP47ijt4LI/видео.html

    • @homaansari9221
      @homaansari9221 2 года назад +1

      @@researchwithfawad oh thankeu so much for ur answer.

  • @talhamansoor7108
    @talhamansoor7108 3 года назад

    very well explained Sir thank you so much

  • @dorothy5315
    @dorothy5315 2 года назад

    Hello sir, thank you so much for your detailed explanation! I have a question to ask:
    How to compare the impact of different independent variables on the dependent variable? And how to present them?

    • @researchwithfawad
      @researchwithfawad  2 года назад

      Compare impact of a variable on another variable, is the comparison between groups.

    • @dorothy5315
      @dorothy5315 2 года назад

      @@researchwithfawad I don't really get what you mean. What item from the analysis result should I look at when comparing between groups? Thank you!

    • @researchwithfawad
      @researchwithfawad  2 года назад +1

      You can create dummy variables for your grouping variable and use one of the dummy variable as reference. Please refer to the video dummy variables in spss on the channel. Here is the link
      ruclips.net/video/zaOFXnXC8Y0/видео.html

    • @dorothy5315
      @dorothy5315 2 года назад +1

      @@researchwithfawad Thank you!

  • @aroosashahid9043
    @aroosashahid9043 4 года назад

    Sir what does negatively significant relation means?

    • @researchwithfawad
      @researchwithfawad  4 года назад +1

      This means that an increase in one variable leads to a decrease in the other

    • @aroosashahid9043
      @aroosashahid9043 4 года назад +1

      @@researchwithfawad Thank you Sir

  • @ANGGELIASAHABANG
    @ANGGELIASAHABANG Год назад +1

    THANKS A LOT SIR 🙏😭

  • @talhamansoor7108
    @talhamansoor7108 3 года назад

    Sir, please also make videos about data analysis by using AMOS software if possible. I hope you consider my request thankyou

    • @researchwithfawad
      @researchwithfawad  3 года назад

      Yes Talha, AMOS is next on the list. Will soon be sharing AMOS videos. I am currently preparing the content

  • @sharjeelahmed2914
    @sharjeelahmed2914 2 года назад

    Sir can you plz provide the link For this Spss Software

    • @researchwithfawad
      @researchwithfawad  2 года назад

      I am sorry but only purchase the software.

    • @sharjeelahmed2914
      @sharjeelahmed2914 2 года назад

      @@researchwithfawad Ok then plz share the reporting template if you have

    • @researchwithfawad
      @researchwithfawad  2 года назад

      Please visit this page
      researchwithfawad.com/index.php/lp-courses/data-analysis-using-spss/concept-interpretation-reporting-regression-analysis-using-spss/

  • @syednaiyarandrabi186
    @syednaiyarandrabi186 2 года назад

    How can we say there is no impact of iv on dv?

    • @researchwithfawad
      @researchwithfawad  2 года назад

      For assessment of Significance, check the p-value (sig). If it is less than 0.05, then we deduce that there is a significant impact.

    • @syednaiyarandrabi186
      @syednaiyarandrabi186 2 года назад

      @@researchwithfawad my question when can we say there is no impact?

    • @researchwithfawad
      @researchwithfawad  2 года назад

      When the p-value is greater than .05. P-value (Sig) is utilized to assess the significance of impact.

    • @syednaiyarandrabi186
      @syednaiyarandrabi186 2 года назад

      @@researchwithfawad thank you. ... So we just check significance
      So we can't say about only word impact

    • @researchwithfawad
      @researchwithfawad  2 года назад

      Impact could be significant or insignificant. So we focus on significance of impact.

  • @naeemahmad7590
    @naeemahmad7590 4 года назад

    thank you sir

  • @waqarmalik745
    @waqarmalik745 Год назад

    Need of your contact???

  • @naeemahmad7590
    @naeemahmad7590 4 года назад

    i have one question that you have taken F value from anova table. But in model summary table we have F change, df1, df2, and sig. F change value. what does it mean. if you have whatsapp number or email id. plz i want to sent you my table. thanks

  • @haroonrashid1310
    @haroonrashid1310 4 года назад

    👍