Interpreting Output for Multiple Regression in SPSS

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  • Опубліковано 17 лис 2024

КОМЕНТАРІ • 124

  • @conor2860
    @conor2860 4 роки тому +403

    This man out here single handedly saving my degree

  • @MagesticGoldenDove
    @MagesticGoldenDove 3 роки тому +2

    You made me 99% more confident after watching your video. Thank you.

  • @ahocka
    @ahocka 5 років тому +15

    Wow, thank you so much. I have always liked your narcissist videos and was shocked to see you has the first UA-cam result for "How to read coefficients of a regression" to help me with my Grad School paper. Thanks again. :)

  • @nimashiamanda5682
    @nimashiamanda5682 4 роки тому +9

    There was a lot of multiple regression in spss videos. but this is the only video that explains this clearly. this helped me a lot. thank you so much. I really appreciate it.

  • @eviemaria
    @eviemaria 7 років тому +10

    My prof has been covering this in my stats class and I've been so confused until now! thank you so much, it was super helpful!!

    • @DrGrande
      @DrGrande  7 років тому +2

      You're welcome - thanks for watching -

  • @morrisonlahai1059
    @morrisonlahai1059 4 роки тому

    Thanks a lot for this video. I am a PhD candidate who have used you video to analyse your data

  • @Marialeecha
    @Marialeecha 3 роки тому +3

    OH MY GOD! I WATCH YOUR PSYCHOLOGICAL ANALYSES YOU POST NOW!! FULL CIRCLEEEE

  • @akshitsharma9022
    @akshitsharma9022 6 років тому +1

    Thank you Dr. Todd. I barely understand this in class but watching your videos make it so much easier.

  • @MojisolaObazuaye
    @MojisolaObazuaye 6 років тому +1

    Thank you so much Dr Grande. This helped me to complete my Analytics exams for my Masters. Thanks a lot again. Cheers.

    • @DrGrande
      @DrGrande  6 років тому

      You are welcome. I'm glad the video helped you.

  • @deemsum23
    @deemsum23 5 років тому +2

    Clear explanation, helped me a lot for my master's dissertation, thanks!

  • @fit6456
    @fit6456 2 роки тому

    How come you tubers explain it better than my actual teacher?

  • @vincentgraff7477
    @vincentgraff7477 6 років тому +6

    This is excellent. Thank you for your kindness in putting it up!

  • @idongesitutah4207
    @idongesitutah4207 3 роки тому +1

    Thank you for the insight😃 Dr Grande

  • @jeancali2439
    @jeancali2439 5 років тому +1

    very good explanation of the value of each variable.

  • @ep8105
    @ep8105 5 років тому +5

    Thank you! This is was very clear and informative.

  • @aymanzein7
    @aymanzein7 5 років тому

    Shokran ! Thanks
    Interpretation was always a challenge to me. I used to do these steps mechanically

  • @skybluee1
    @skybluee1 Рік тому

    Dr. Todd u save my degree

  • @thusithalakshani6490
    @thusithalakshani6490 6 років тому +12

    Thank you so much for the clear explanation. This helped me a lot. (y)

  • @ProHealth365
    @ProHealth365 5 років тому +4

    Very well explained, thank you so much.

  • @vidushidixit6590
    @vidushidixit6590 4 роки тому +1

    Thank you for clarifying the doubts. Kindly help me in understanding how to run multiple regression analysis (hierarchical stepwise) with 2 predictors and 3 criterion/outcome variables

  • @blessingsisaackanyangale4659
    @blessingsisaackanyangale4659 4 роки тому

    You made easy for me to understand. Thank you!

  • @asharajsudha3394
    @asharajsudha3394 Рік тому

    Dear Dr. Thank you

  • @iman8573
    @iman8573 6 років тому +1

    you saved my stats life thank you

  • @anadani81917
    @anadani81917 5 років тому +1

    Very well explained, thank you so much! I deeply appreciate your videos.

  • @midnightbowmancome5212
    @midnightbowmancome5212 6 місяців тому +1

    All the comments saying this helped them for their masters class…here I am studying for an exam in my second semester SOPHOMORE Marketing degree😭😭😭😭

  • @iThexBravexSoul
    @iThexBravexSoul Рік тому

    Thank you lady 😊 helps lots

  • @desireeserna1212
    @desireeserna1212 6 років тому

    Going into candidacy comps and this literally saved my life! Thanks!

  • @liladunst7595
    @liladunst7595 6 років тому +4

    Thank you so much. This is so helpful to make my assignments.

  • @mlel18
    @mlel18 4 роки тому

    Very helpful! Answered all my questions! Thank you so much! ❤️

  • @drgulamnaviwala1465
    @drgulamnaviwala1465 5 років тому +2

    Thank you. Sir can u please upload a video on survival analysis (kaplan meir and Cox regression)

  • @abdirahmansuudicabdilahi3363
    @abdirahmansuudicabdilahi3363 6 років тому

    Thank you sir this is help full for me
    A candidate of phd

    • @DrGrande
      @DrGrande  6 років тому

      You’re welcome!

  • @torytaylor8403
    @torytaylor8403 7 років тому +7

    Thanks, as usual, for another great video. Any chance of getting an explanation of adjusting variables by case population, and how to interpret? For example, comparing outputs of preschools with varying enrollment levels.

  • @duri0611
    @duri0611 4 роки тому

    Actually very helpful. Keep it up

  • @kimeeshareedwalker3263
    @kimeeshareedwalker3263 7 років тому

    This was pretty helpful. Once I am able to be hands on and conduct the analysis on SPSS I will be able to report out results clearly

  • @michaelnjomo9739
    @michaelnjomo9739 3 роки тому

    this is great sir. Thank you

  • @dinaparker4560
    @dinaparker4560 4 роки тому

    Very informative, thank you.

  • @Yashvishah-ve3fz
    @Yashvishah-ve3fz 6 місяців тому

    Thank you for this video. I'm currently doing my dissertation and all of your videos related to the SPSS have helped me a lot. I have one doubt: I have 4 independent variables(Green marketing mix elements) and 1 dependent variable (consumer purchase intention). While performing correlation and regression for all the elements of the green marketing mix and consumer purchase intention together, there is a contradiction for the variable “Green Place” in terms of positive and negative relations. For regression, I followed the "Enter" method.
    Green Place with consumer purchase intention: r=0.531, p-value=

  • @osmantholley9899
    @osmantholley9899 4 роки тому

    The explanation look good thanks a lot

  • @shireenrosario3075
    @shireenrosario3075 5 років тому

    Indeed, a very helpful video ! Thank you !!

  • @kural1231
    @kural1231 6 років тому

    Dr Todd, thanks, pretty good explanation. what type of regression should I do when i have multiple outcome variable?

  • @pushpavalli320
    @pushpavalli320 6 років тому

    Thank you so much. This is so helpful to make my project

  • @juliabauer5443
    @juliabauer5443 7 років тому +1

    Thank you very much! Great video. Can is use multiple regression for any kind of variable combination (e.g. nominal & nominal, nominal & ordinal, etc.)?

  • @ransfordkwameadjei7291
    @ransfordkwameadjei7291 6 років тому

    That's great Dr. thanks so much. Plz i need your help to use regression analysis to find out the impact of fringe benefits on job satisfaction and employee engagement. Plz my dependent variables are employee engagement and job satisfaction. I have 14 questions under E.E, 10 under J.S, AND 15 questions under Fringe benefits. Plz how to use regression analysis in this case to find out the impact of fringe benefits on employee engagement and the impact of fringe benefits on Job satisfaction?. plz i need your help. Thanks Dr

  • @EdgeR2
    @EdgeR2 3 роки тому

    Thank you, this is great

  • @melissacoxall7702
    @melissacoxall7702 2 роки тому

    Do you use JASP at all? If so please upload some videos.
    Output explained are the most valuable vids! Are you able to show annoted outputs at all or APA write ups for reports?

  • @Roland867
    @Roland867 4 роки тому

    Thank you Dr. Todd

  • @abhadhupkar
    @abhadhupkar Рік тому

    Thanks! This helped!

  • @berhedessalegn1772
    @berhedessalegn1772 3 роки тому

    Dear Dr. Grande thank for the helpful video. But I have a question in the interpretation of Career limitation that is the 95% confidence interval includes the null hypothesis of no difference" 1" please elaborate it
    Thank you !!

  • @humblelion4481
    @humblelion4481 4 роки тому

    Thanks, just want to know if possible to make a video on how to interpret the coefficient table of the longitidunal studies. I mean a predictor at Time 2.

  • @javaherizadeh72
    @javaherizadeh72 5 років тому

    Thank you for all of your video, really helpful, i have a question , in my analysis the constant is not significant but some variable are ,so what does it mean?

  • @sc4rf4ce1983
    @sc4rf4ce1983 7 років тому

    great video. succinct delivery

    • @DrGrande
      @DrGrande  7 років тому

      I'm glad you found it helpful - thanks for watching -

  • @sunnitan1
    @sunnitan1 6 років тому +1

    Gosh, you're amazing! Thank you!

  • @renahrazzaq6287
    @renahrazzaq6287 6 років тому

    Very, very helpful!

  • @vivianandv
    @vivianandv 5 років тому +1

    Dear Dr. Grande, can you kindly help me? I have problem with the interpretation of my multiple regression results.

  • @jundom05
    @jundom05 7 років тому +1

    Hi Dr. Todd! I hope you're still reading comments here. Im really confused about how many interraters should we need if we only have 2 research assistants to do the actual observation to subjects during data collection? Do we need to add a few experts to join the simultaneous interrater observation in the testing of the tool to strengthen the power of my paper, but the additional experts wont be part of the actual data collection. Then my next question is, how many times do we need to do the interrater reliability testing, and do we need to use the same subject for observation or another subject if we are to repeat the interrater reliability testing? Thank you very much Doctor Todd!

  • @jerinjohnkutty8634
    @jerinjohnkutty8634 2 роки тому

    Sir..
    Can you give a example how to write this result in journal paper?

  • @mdrafiqul2898
    @mdrafiqul2898 3 роки тому

    How to interpret a significant negative beta when the alternative hypothesis is positive? Thank you...

  • @sonamtshering7313
    @sonamtshering7313 6 років тому +1

    how to interpret likert scale in multiple regression.

  • @shahnillarizvi7276
    @shahnillarizvi7276 4 роки тому

    Thank you so much for this lecture one more thing I want to ask that is it necessary for all predicted values to have same units??
    I mean if two independent variables have same units as the dependent variable but one independent variable have different unit then can we perform the multiple regression analysis??

  • @ayasarsour2860
    @ayasarsour2860 Рік тому

    Thank you😊

  • @coreydabney9402
    @coreydabney9402 4 роки тому

    Excellent

  • @evelynfurtado1240
    @evelynfurtado1240 6 місяців тому

    If the p value for the model as a whole is not significant but one the indeoendent variable is significant, can I still report the results of that independent variable?

  • @nasospanta2030
    @nasospanta2030 3 роки тому

    So which of the independent variables is a stronger predictor of the dependent variable ? Do we report the negative which has higher Std. coefficients or we report the positive one because it is positive ?

  • @luvisacigarette8
    @luvisacigarette8 6 років тому +1

    Quick question: when explaining the unstandardized beta coefficients, one unit change in one IV produces a certain change in the DV when the other IV remains *constant*, correct? And this stems from the estimated multiple regression equation

  • @jeffreyroylopez733
    @jeffreyroylopez733 5 років тому

    Thank you so much

  • @shirleylo13
    @shirleylo13 3 роки тому

    Thank you!

  • @rajsree
    @rajsree 5 років тому +1

    if I code nominal data into numeric for example 1. NY 2. Tokyo 3. Paris; then can it be used in multiple linear regression?? and if I can how to interpret the result?

  • @hildatansi3959
    @hildatansi3959 6 років тому

    i am comparing the yields and income of farmers who are members of farmers groups and those who are not. Please which statistical method can i use?

  • @patrickqueen6558
    @patrickqueen6558 3 роки тому

    so like t column is just a ration of unstandardized coef, so when interpret it is not very important as the other column?

  • @sanjeevsingh6416
    @sanjeevsingh6416 7 років тому

    thanks, really helpful

    • @DrGrande
      @DrGrande  7 років тому +1

      You're welcome, thanks for watching -

    • @MuhammadNaeem-ox4cm
      @MuhammadNaeem-ox4cm 7 років тому

      hi i have a problem in data putting in spss please help me in the concern situation.

  • @andreagenello6550
    @andreagenello6550 4 роки тому

    how would you report the statistical equation for this output?

  • @papinabasumataridaimari6277
    @papinabasumataridaimari6277 2 місяці тому

    Sir I want to know if the 22.23 estimate standard error is acceptable or not.

  • @AlbertWeijers
    @AlbertWeijers 5 років тому

    How exact can I predict the days when I know the limitations and experience of a person? An outcome of 88,345 days would be to exact I would think, because of the standard errors. How would I make this prediction?

  • @professorcha
    @professorcha Рік тому

    Thank you where can we get the dataset for this?

  • @graciacesar31
    @graciacesar31 7 років тому

    How can you obtain the OR on a multiple regression in SPSS?

  • @nicolascloet9092
    @nicolascloet9092 3 роки тому

    Would you the constant value too or is that not interesting to discuss?

  • @sgtmarz
    @sgtmarz 5 років тому

    Can you use ID, i.e. population as an independent variable?

  • @yillis11
    @yillis11 6 років тому

    Thanks for the video! I just have a quick question. My Dependent variable only has values of 1 or 2. Would I still be able to this in the same way or should I use dummy variables?

  • @effawannie2149
    @effawannie2149 Рік тому

    thank you!

  • @chandimaharishchandra7771
    @chandimaharishchandra7771 6 років тому

    Thank you.Sir!

    • @DrGrande
      @DrGrande  6 років тому

      You’re welcome!

  • @Jeyluk45
    @Jeyluk45 5 років тому

    Hello Dr. Grande, your videos are great. I have a more specific question though. I have 7 different Likert scales consisting of several Likert items. The scales are about different concepts and measuring consumers attitudes or behavior. I checked for Cronbach's alpha, and all scales are above .70. So I can compute new variables. Should I use the median or mode when computing new variables? My other question is, is it okay to do multiple regression analysis where one scale is the dependent variable and the rest independent?

  • @rubabnaqvi2713
    @rubabnaqvi2713 5 років тому

    Hello sir ..if in multiple regression linearity assumption cannot full fill after transformation and RSaqure is 0.245 in model fit what to do ? Is multiple regression is applicable still? If not which of analysis is applicable kindly help me out

  • @susannevogelgsang9773
    @susannevogelgsang9773 7 років тому

    Hello. I have a monitoring dataset with over 6 independent variables which are all categorical and contain partially up to 10 different levels. I'd like to perform a multiple linear regression and suppose that I have to create dummy variables, correct? But that in turn would lead to up to 10 different columns for each independent variable and in consequence, I could not check the overall contribution of each variable itself. I am using SPSS and don't know how to overcome this obstacle. Thanks in advance for your help.

  • @nofanfelani6924
    @nofanfelani6924 6 років тому

    can someone explain what is the F value on the ANOVA table means?

  • @warmedhorizons
    @warmedhorizons 5 років тому

    What if I want to run a two-tailed test? Does it do that automatically? It looks like your correlations defaulted to a one-tailed test.

  • @johnryanabad9827
    @johnryanabad9827 6 років тому

    Hi Sir may i ask how can I interpret a negative beta value if my variable is nominal in a regression example: gender?

  • @juliancamelo8050
    @juliancamelo8050 3 роки тому

    I need help with the interpretation of my multiple regression results; is there any way we can reach you. please.

  • @kayzee6203
    @kayzee6203 2 роки тому

    Hey does anyone know how to state least squares estimate of model using spss and explain each terms in model

  • @dianepetit-bois557
    @dianepetit-bois557 5 років тому

    THANK YOU

  • @tasvirmahmood
    @tasvirmahmood 6 років тому

    Hi Todd, from where can I get the a value?

  • @darknessix
    @darknessix 7 років тому

    I have found a significant value in the ANOVA table (0.024) but not any significant values in the coefficients table (0.054 and 0.132) what does this say?

    • @madiharazzam1098
      @madiharazzam1098 7 років тому

      this means a relationship does exist (because anova has a p value less than .05 means that the regression line is not linear/ not zero). the coefficient value tells the amount of relationship. this means there is a relationship between your variables but that is very weak. 0.5% and 13%

  • @mudharalaubedy5577
    @mudharalaubedy5577 6 років тому

    Hi sir
    it is an urgent question
    I have a linear model in this form'
    y=b0+ b1 C+b2 P+ b3 CP
    I know who to create linear regression model for the above but my question about the addition of the fourth term
    can I consider this as an independent variable similar to C and P and then compute CP. Is that possible or not, please?

  • @jessyvianamylliempdah5809
    @jessyvianamylliempdah5809 6 років тому

    Hi.. I have a doubt.. in this video.. the coefficient table, the first predictor p value is 0.09 rite.. if the alpha value is 0.05. Then, p value > alpha value.. it should be insignificant right... Please explain

  • @antoinetteartson6094
    @antoinetteartson6094 4 роки тому

    What does the R2 mean?

  • @aravindsubramaniam4474
    @aravindsubramaniam4474 11 місяців тому

    Thank youu

  • @adaneayele4623
    @adaneayele4623 11 місяців тому

    what is t stands for?

  • @angli1054
    @angli1054 5 років тому

    hand to read the table result

  • @jenn4593
    @jenn4593 7 років тому

    what does the t-value mean??

    • @iggywow
      @iggywow 7 років тому

      T value tells you more or less the same as the P value. But Higher T value is better, meanwhile lower P values are better. So a High T value equals a low P value. As well as a High Std.Error vil reflect itself in a low T value and a high Significance ( as in Worse).

  • @JodiesResearchCorner
    @JodiesResearchCorner 6 років тому

    Why do we take the P value from the significance in the Coefficient table, and not from the significance between our IV and DV's in the correlation table?

  • @ryling4971
    @ryling4971 6 років тому

    Dr, your voice is too soft, if the voice could be a little louder that will be great. Thanks!