Regression Analysis Using SPSS - Analysis, Interpretation, and Reporting 

This is such an amazing video. It goes in-depth so much through every single little thing. I really appreciate you making this video

1000x thank you for this video! Re-writing my thesis and this helped clear out the mental block I had! Amazing!

Excellent , simple and easy to understand the concepts and apply. I heard this concept many occasions from my colleague professors, but I could not make out the head and tail of it. Thank you for making this video. No I am pretty clear

Wow 👏 This is the best and most well explained videos on all the regression analysis that have come across on RU-vid. It has cleared all my challenges! So complete and insightful, God bless you! Keep soaring and bringing such quality videos to help students!

Such an amazing video. It cleared all my doubts! Thank you for suggesting how to report the results and the interpretation!

Good morning! I am glad I have discovered this amazing work of yours and would like to say a huge Thanks for sharing this knowledge. Such a great person ☺️

It is the best explanation of regression analysis in RU-vid..Everything is simplified and explained excellently.

i have been browsing the internet since morning,struggling and I finally landed here.Thank you so much for your time and effort.It was worth the watch,you saved my research project

Thank you! Excellent video. I will watch it again because it was so informative!

This video got me feeling high with excitement. I’m a MHP student writing up my thesis and I’m feeling so smart !!! Thank you!!!❤️

This is by far the best video... Every single word was with a purpose. Thank you very much

One of the best explanations. I really enjoyed this explanation . So direct and very clear explanation .thanks

thank you so much. using all the concepts for carrying out analysis of my thesis.

Sir, thank you very much , very simple but informative, clear and easy to comprehend

Thank you very much and appreciate your valuable instruction on this subject.

Thank you for such a great explanation! It was explained very well with examples and helped me understand how to interpret the charts.

Phenomenal explaination...highly grateful sir...may almighty bless u

Thank you very much, this video helped me alot in executing my school assignment.

Hello! Such a huge thanks! Greetings from Romania!

Sir i have to say one thing just amazing you are one the best teacher . And also so humble as you given replies on all my questions on gmail thank you so much sir

such a great work.....much appreciated sir....it is helping me a lot in my phd

Finally i understand this regression after watch this. Thanks

Kya baat hai professor! Superb! Well explained. Salute to you.

Thanks a lot for this video. It explains well.

Thank you very much for this ... It's well explained...

thanks, it was one of the best videos on regression

This is amazing. Helped me a lot. Thanks

love the way you explain God bless you

Wonderful video, thank u so much

this interpretation really made my day, I've been always struggling with explaining and reflecting the result in a clear and concise manner from now ahead I'll use this method

Its great video..can u please explain me how to report t values for multiple regression as u have not mentioned in the video and whats its use ...

your explanation is comprehensive

thank u guru. for such a clear video .

Hi! Such a great video, thanks for sharing! Although, I do have a question. For IV/DV, do we need to compute total for the scale or mean?

GREAT overview. Would you use linear regression if you were wondering if the need for venture legitimacy will moderate the relationship between status and stress and if so would VL be in the dependent and status and stress be the independent variables? Thank you Sir.

Quite insightful

Very helpful. Thank you very much

Wow. Greatly explained❤

Thank you,, it was really helpful.

You rock it !!

Very nicely explained, thanks

wonderful explanation

thankyou for amazing explanation keep going

Thank you for the video... Do you have a similar video on how to interpret and report moderation/mediation? thanks

MashaAllah, such a clear explanation

Thank you sir.🙏

Sir, very informative video. I am working on my thesis analysis part . I have 24 independent variables(Likert scale) and converted in CFA with 4 factors and 1 dependent variable with income category. Can I use sum total or mean score of the each factor & then calculate the ordinal regression? please suggest.

Your explanation is very good sir . Thank you for providing this type of lecture .could you please tell me where we get the example data to do analysis for practice purpose

really helpful😍😍

Great video @Fawad Latif. Do we have to attach the tables as well in the main text, in the appendix or nothing like that? Thank you in advance

This is great.

Great work

An interesting explanation!

Thanks sir you explain very well this

thank you sir...

Great, am really assisted

Thank you so much sir

Brilliant

thanks

Thank you for the explanation prof. what is the difference between regression analysis and path analysis?

Hello thank you so much for your very clear video. I am trying to run an analysis on a dependent variable that changes over a span of 2 years while I analyse the effect of two independent variables on the dependent variable. (depression at baseline is 100%, changes in depression after 2 years) I think i need to correct the dependent variable at baseline before I start my analysis but I don't know how. HELP please!!!!

Sir, please make a detailed video on Inner and Outer Vif and how can we interpret their significance. Thank You.

Very good explanation

Thank You

Thank you

Best explanation of Explaining and reporting Regression I have seen so far, it was really very helpful, my coursework is due in a few days and was struggling to interpret data and reporting it. I still have a question, I have precieved stress as DV and 3 IVs which are, coping styles, Personality and Social Support, the coping style has subcategories as avoidant, emotional foccused and problem foccused, similarly personality has 5 subcategories, I have put all these subcategories separately while running the regression Analysis, so Altogether my list of IVs has become 9. And I am running multiple regression ofcourse. So, my question here is, do I need to compute sum of all subcategories into one like for personality, the sum of all 5 subcategories into one and similarly for coping, sum of all three categories into 1. Kind regards.

Great and detailed video! My question: My questionnaire has to do with how many times per month you attend a live concert. Apart from the needed answer in a number form, there are also the data: 'not in universe', 'don't know' etc. Should I create a dummy for my dependent variable so that I can only take into account the people who responded with a number data?

Thank you for the explanation, i have a question. When I conduct simple linear regression analysis i got different results from when i conduct multiple regression analysis. Can you explain why?

Hi my P value is

I have a question Sir, When we run multiple regression analysis, are there two r square values or just one r sqaure value?

Thank you sir. Well explained.

Thank you sir. This is the best video i have watched . have watched your other videos too. it was highly useful. Sir can you please help? what r square value should I put in each independent variable while doing multiple regression? Please answer.

Thanks for the video. However, I am confused about how the variables are plugged in. For example, in ordere to measure the strength of the relationship between independent and dependent variable, I would like to know how the questionnaire was structured

Hello, thank you for the video. Should a test for normality be conducted before linear regression is done or its not required?

Hi, I am doing a simple regression analysis and I was just wondering if I need to look at the ANOVA table?

while writing the interpretation when should we consider r2 value and adjusted r2 value. like under which scenarios it has to be taken ?

Very Nicely explain.... do let me have more material on reporting the analysis

A very nice video. Just one question: Will we use the mean or total (sum) of the variable to put it in?

I want to know tha impact of marketing mix factors on consumer buying behaviour.which test i shouls use?

Thank you Sir..Very clear to understand..I have a question..what if R square is very small..around 5%..is there any issue or is it normal

great video. Please, explain to me why the t-value was compared to 1.96? why that figure, and where did it originate from? cos i can't seem to find it in the tables generated by the regression in this lesson

Please I need some help. What statistical tool will you use to analyse housing affordability to income in mortgage financing?

Thank you so much Sir! Your explanation is really helpful. However, I've got a question, can I run linear regression as same as your case if all my variables are ordinal ? Thanks again!

Thanku so much! Can we do graphical representation of this table? If yes, plz explain?

Hello sir, thank you so much for this great video. I got a question, after I've done the multiple regression for wages and gender using spss, I got wages as DV, and iver IV, the results of the regression with one of the IV was: Nonwhite (unstanderdized coifficient: B) -0,188 unstanderdized coifficient: SD 0,070 (Standardised coifficient Beta) -0,114 t -2,669 sig. 0,008 How can I interprete and report them? especially as they have MINUS (-). I got really confused.

Great Video. Please how do you do difference in differences using SPSS

nice

Hello Thank you so much for this helpful video, I am conducting a bivariate regression and I have a question of where the F(1, 219) came from? The one explains that only one IV was used but where is the 219 coming from?

hello sir, if my data is ordinal, will spss compute anoa or kruskal-wallis? because anova might not give accurate results?

good fawad.mugo from africa

Sir, dont we have to report the t-value in the results at all if there is one iv and one dv?

Sir.. Plz explain if the Beta value is negative...what should I interpret with this...

I have five independent variables like EO, ESK, ET, EM and EE and one dependent variable that is Entrepreneurial Intention, please suggest which all analysis can be done. Thanks in advance

Is R2 value is same for all predictors of multiple regression analysis ?

i have one question sir, you are running these test on Alternative hypothesis right what about null hypothesis?? can we run same test on null hypothesis?

Such a great video, but sir I have a question, my model have 1 dv and 7 iv, when I run all of them with simple linear regression, they all showed significant (p=0.000), but when I run them as together with multiple linear regression, only 3 are significant while others are not even close (one of them is 0.812). Could you explain to me what causes such huge differences, and whether I should follow the results of multi or simple linear regression.

You saved me

Hello again. May i ask whether hypotheses is accepted if the beta coefficient is

Thank you so much. I have a question; I have 5 Independent variables and one Dependent Variable. What can I use?

Dear sir,in this example if one independent variable's effect is insignificant, then how may i interpret??