Regression Analysis Using SPSS - Analysis, Interpretation, and Reporting

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Research With Fawad

Research With Fawad

Күн бұрын

Learn Regression Analysis Using SPSS - Analysis, Interpretation, and Reporting. The video discusses in detail
00:00 - Channel Introduction
00:13 - The Concept of Regression.
01:17 - The differences between Correlation and Regression.
02:18 - Example of Regression Analysis
03:46 - Concept of Bivariate Regression
05:51 - Important Regression Terminologies
08:27 - Concept of Multiple Regression
09:20 - How to Run and Interpret Regression Analysis using SPSS
12:22 - How to Report both Bivariate and Multiple Regression
For Notes, please visit the following link
researchwithfawad.com/index.p...
#ResearchCoach #SPSS #BivariateRegression #MultipleRegression #InterpretingRegressionAnalysis #ReportingRegressionAnalysis #ConceptOfRegression #SurveyAnalysis #BusinessResearch #ResearchCoach

Пікірлер: 398
@briangarcia31
@briangarcia31 2 жыл бұрын
This is such an amazing video. It goes in-depth so much through every single little thing. I really appreciate you making this video
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad it was helpful!
@ayalurutv3267
@ayalurutv3267 Жыл бұрын
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
@researchwithfawad
@researchwithfawad Жыл бұрын
You are most welcome
@kouroumajeanmoussa4402
@kouroumajeanmoussa4402 2 жыл бұрын
Wow 👏 This is the best and most well explained videos on all the regression analysis that have come across on KZfaq. It has cleared all my challenges! So complete and insightful, God bless you! Keep soaring and bringing such quality videos to help students!
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am happy to know that you liked the video.
@dipankarkarmakar7145
@dipankarkarmakar7145 Жыл бұрын
@@researchwithfawad a@p
@Vikerdevik
@Vikerdevik Жыл бұрын
1000x thank you for this video! Re-writing my thesis and this helped clear out the mental block I had! Amazing!
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. I am glad you liked it.
@ruchivohra
@ruchivohra Жыл бұрын
Such an amazing video. It cleared all my doubts! Thank you for suggesting how to report the results and the interpretation!
@researchwithfawad
@researchwithfawad Жыл бұрын
Glad it was helpful!
@madalina-ioanabadila6268
@madalina-ioanabadila6268 Жыл бұрын
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 ☺️
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am gald that the videos are helpful. Keep watching and sharing.
@colleenstuart190
@colleenstuart190 2 жыл бұрын
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!!!❤️
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks l. I am glad you liked it
@aniketjha.8583
@aniketjha.8583 2 жыл бұрын
It is the best explanation of regression analysis in KZfaq..Everything is simplified and explained excellently.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it.
@ndapiwaericahpusoetsile8812
@ndapiwaericahpusoetsile8812 2 ай бұрын
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
@researchwithfawad
@researchwithfawad 2 ай бұрын
Glad I could help!
@grateful658
@grateful658 2 жыл бұрын
One of the best explanations. I really enjoyed this explanation . So direct and very clear explanation .thanks
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad you liked it
@user-ib9qu1fw2m
@user-ib9qu1fw2m Жыл бұрын
This is by far the best video... Every single word was with a purpose. Thank you very much
@researchwithfawad
@researchwithfawad Жыл бұрын
Glad it was helpful!
@vartikabhatia6371
@vartikabhatia6371 Жыл бұрын
thank you so much. using all the concepts for carrying out analysis of my thesis.
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. I am glad you liked it.
@craftychinurse5941
@craftychinurse5941 2 жыл бұрын
Thank you! Excellent video. I will watch it again because it was so informative!
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it.
@ateilewis
@ateilewis 3 жыл бұрын
Sir, thank you very much , very simple but informative, clear and easy to comprehend
@researchwithfawad
@researchwithfawad 3 жыл бұрын
Thanks. I am glad it was helpful
@lzsss
@lzsss Жыл бұрын
Finally i understand this regression after watch this. Thanks
@researchwithfawad
@researchwithfawad Жыл бұрын
Thank you! I am glad you liked it.
@hunorszegedi5012
@hunorszegedi5012 2 жыл бұрын
Hello! Such a huge thanks! Greetings from Romania!
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it.
@alejandrareilly7831
@alejandrareilly7831 5 ай бұрын
Thank you for such a great explanation! It was explained very well with examples and helped me understand how to interpret the charts.
@researchwithfawad
@researchwithfawad 5 ай бұрын
Thanks for watching
@salmantakkar
@salmantakkar Жыл бұрын
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
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. I am glad that i was able to help.
@TMstudio-ET
@TMstudio-ET 3 жыл бұрын
Thank you very much, this video helped me alot in executing my school assignment.
@researchwithfawad
@researchwithfawad 3 жыл бұрын
Glad it helped!
@syedandrabi489
@syedandrabi489 2 жыл бұрын
Phenomenal explaination...highly grateful sir...may almighty bless u
@researchwithfawad
@researchwithfawad 2 жыл бұрын
You are most welcome
@loknathsapkota1534
@loknathsapkota1534 Жыл бұрын
Thank you very much and appreciate your valuable instruction on this subject.
@researchwithfawad
@researchwithfawad Жыл бұрын
Glad you enjoyed it!
@mohdkashif86
@mohdkashif86 Жыл бұрын
Kya baat hai professor! Superb! Well explained. Salute to you.
@researchwithfawad
@researchwithfawad Жыл бұрын
So nice of you
@hrwithsanchita3056
@hrwithsanchita3056 2 жыл бұрын
such a great work.....much appreciated sir....it is helping me a lot in my phd
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad to hear that. All the best.
@nataliakrivdova9818
@nataliakrivdova9818 2 жыл бұрын
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?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it. Yes, if the construct has multiple items, take mean and have a composite score for the variable before using it in Regression Analysis.
@mominabatool5472
@mominabatool5472 2 жыл бұрын
love the way you explain God bless you
@researchwithfawad
@researchwithfawad 2 жыл бұрын
So nice of you
@JoshuaAjansonSule
@JoshuaAjansonSule 3 ай бұрын
your explanation is comprehensive
@researchwithfawad
@researchwithfawad 3 ай бұрын
Thanks for watching.
@abdelmgeeddleel3874
@abdelmgeeddleel3874 2 жыл бұрын
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
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am really happy to know that the video was helpful. Keep Watching.
@banksmufutiat7301
@banksmufutiat7301 2 жыл бұрын
Thanks a lot for this video. It explains well.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad it was helpful!
@proffesteducation8120
@proffesteducation8120 2 жыл бұрын
Thank you very much for this ... It's well explained...
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad it was helpful!
@akankshashukla7218
@akankshashukla7218 3 жыл бұрын
Wonderful video, thank u so much
@researchwithfawad
@researchwithfawad 3 жыл бұрын
Glad you liked it!
@Mr.Mosavi
@Mr.Mosavi 9 ай бұрын
thanks, it was one of the best videos on regression
@researchwithfawad
@researchwithfawad 8 ай бұрын
Thanks. I am glad you liked it.
@mamoonawaheed9127
@mamoonawaheed9127 Ай бұрын
This is amazing. Helped me a lot. Thanks
@researchwithfawad
@researchwithfawad Ай бұрын
Glad it helped!
@rundreamachieve
@rundreamachieve 11 ай бұрын
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.
@researchwithfawad
@researchwithfawad 11 ай бұрын
Thanks for watching. You can use regression in SPSS or Hayes Process Macro. Please watch kzfaq.info/get/bejne/l7KYm5qAz7y8XYk.html
@dimitrachorianopoulou7958
@dimitrachorianopoulou7958 2 жыл бұрын
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
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it. If adding tables in a paper, put it in the end and just mention in text like Insert table 1 here.
@seemasaini162
@seemasaini162 2 жыл бұрын
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.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it. Yes, you can have composite independent variablesas well as dependent. But, if you are using ordinal regression, the dv is at ordinal level with ordered categories.
@umaynafashion7984
@umaynafashion7984 2 жыл бұрын
MashaAllah, such a clear explanation
@researchwithfawad
@researchwithfawad 2 жыл бұрын
الحمد للہ I am glad you liked it
@umaynafashion7984
@umaynafashion7984 2 жыл бұрын
@@researchwithfawad I am running a linear regression between the mean composite of: mastering thinking traps in marriage life (DV), religiosity (IV) and, marital satisfaction (IV) All 3 variables were ordinal likert scale before computing them to mean composite. very interesting study but unfortunately the correlation values are low.
@muthulakshmis620
@muthulakshmis620 4 ай бұрын
thank u guru. for such a clear video .
@researchwithfawad
@researchwithfawad 4 ай бұрын
You're most welcome
@shwanahassan3860
@shwanahassan3860 2 жыл бұрын
Thank you for the video... Do you have a similar video on how to interpret and report moderation/mediation? thanks
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Hi. Not on SPSS but these videos can help explain the concepts and interpretation Mediation: kzfaq.info/get/bejne/kNtdg8J8qpbcZJc.html kzfaq.info/get/bejne/iNCembaH0pnJpmg.html Moderation kzfaq.info/get/bejne/mrx9abGJlaqwhaM.html kzfaq.info/get/bejne/iZ2PZpqksrmonqM.html
@Jamzz7
@Jamzz7 3 жыл бұрын
Sir, please make a detailed video on Inner and Outer Vif and how can we interpret their significance. Thank You.
@researchwithfawad
@researchwithfawad 3 жыл бұрын
Hopefully soon
@yerramaddumanoj4673
@yerramaddumanoj4673 Жыл бұрын
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
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it. Please visit the Downloads page for a sample dataset. researchwithfawad.com/index.php/download-research-resources/
@monikabarnwal6389
@monikabarnwal6389 Жыл бұрын
Very nicely explained, thanks
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it.
@gogireddyvelagala1708
@gogireddyvelagala1708 Жыл бұрын
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 ...
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it. You can add a column for t statistics and report the t value each predictor.
@beckienantongo2424
@beckienantongo2424 Жыл бұрын
Very helpful. Thank you very much
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked them.
@adamstv1188
@adamstv1188 3 жыл бұрын
Quite insightful
@researchwithfawad
@researchwithfawad 3 жыл бұрын
Thanks. I am glad you liked it
@Withme70
@Withme70 7 ай бұрын
Wow. Greatly explained❤
@researchwithfawad
@researchwithfawad 7 ай бұрын
Glad you liked it
@PriyankaYadav-gr6dl
@PriyankaYadav-gr6dl 2 ай бұрын
Thank you sir.🙏
@researchwithfawad
@researchwithfawad 2 ай бұрын
Most welcome
@sawsandandachy7382
@sawsandandachy7382 Жыл бұрын
You rock it !!
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. I am glad you liked it
@chathurangabandara5004
@chathurangabandara5004 8 ай бұрын
Thank you,, it was really helpful.
@researchwithfawad
@researchwithfawad 8 ай бұрын
Glad it was helpful!
@UnKnownGK
@UnKnownGK 2 жыл бұрын
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?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Not in Universe or Dont Know, are they under the same question where you are asking a number as well.
@UnKnownGK
@UnKnownGK 2 жыл бұрын
@@researchwithfawad I am not sure i follow..sorry
@researchwithfawad
@researchwithfawad 2 жыл бұрын
So you question How many times per month you attend a live concert? What are the option in that question? Is this your DV? You can also email me on kh.fawad83@gmail.com
@HunnieeGuven
@HunnieeGuven 2 жыл бұрын
Hi my P value is
@researchwithfawad
@researchwithfawad 2 жыл бұрын
When p value is less than 0.05, this keans significant relationship. The sign with beta value shows direction of relationship.
@anamfatima1851
@anamfatima1851 2 жыл бұрын
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.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
First, thanks for your appreciation. I am glad the video helped. As for transforming Personality, I would say No, Some variables with sub-categories may be transformed because the sub-categories are very much alike and highly correlated. for Personality, different personalities are far apart from each other and hence, in my opinion that should be kept and analyzed separately.
@arjunk.8447
@arjunk.8447 2 жыл бұрын
V h 🤤
@arjunk.8447
@arjunk.8447 2 жыл бұрын
🥵
@nadiakhanonlineacademy238
@nadiakhanonlineacademy238 6 ай бұрын
thanks
@researchwithfawad
@researchwithfawad 6 ай бұрын
You're welcome!
@TruifleWatfrlo
@TruifleWatfrlo 5 ай бұрын
A very nice video. Just one question: Will we use the mean or total (sum) of the variable to put it in?
@researchwithfawad
@researchwithfawad 5 ай бұрын
Thanks for watching. Please use Mean Score.
@menashadesilva4147
@menashadesilva4147 2 жыл бұрын
thank you sir...
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Most welcome
@Alhamzah_F_Abbas
@Alhamzah_F_Abbas Жыл бұрын
Thank you for the explanation prof. what is the difference between regression analysis and path analysis?
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it. Path analysis is also regression analysis.
@shaunaguthrie4483
@shaunaguthrie4483 3 жыл бұрын
This is great.
@researchwithfawad
@researchwithfawad 3 жыл бұрын
Thanks. I am glad you liked it
@simranjeetkaur4169
@simranjeetkaur4169 3 жыл бұрын
Hello Sir, can we compute regression analysis if one IV score is recorded in two different group? Pls guide
@naammekyahai
@naammekyahai Жыл бұрын
wonderful explanation
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. I am glad you liked it.
@talhajattak7737
@talhajattak7737 7 ай бұрын
Thanks sir you explain very well this
@researchwithfawad
@researchwithfawad 7 ай бұрын
So nice of you
@noorsaher9789
@noorsaher9789 3 ай бұрын
thankyou for amazing explanation keep going
@researchwithfawad
@researchwithfawad 3 ай бұрын
Thanks for watching.
@DB-kv3wu
@DB-kv3wu 2 жыл бұрын
An interesting explanation!
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad it was helpful!
@contessaa1671
@contessaa1671 Жыл бұрын
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!!!!
@researchwithfawad
@researchwithfawad Жыл бұрын
I am glad you liked it. It is curve modelling. You should search for Curve Model in SPSS, or better to use Latent Group Curve Modelling in IBM SPSS AMOS
@Lifewith_Fairy
@Lifewith_Fairy 2 жыл бұрын
really helpful😍😍
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Glad it was helpful!
@universallyunique5334
@universallyunique5334 Жыл бұрын
Hello, thank you for the video. Should a test for normality be conducted before linear regression is done or its not required?
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it. Better to check using Skewness and Kurtosis
@jackiewong6256
@jackiewong6256 2 жыл бұрын
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!
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it. If your variables are manifest variables, that is a single item with likert scale, use Ordinal Regression.
@jackiewong6256
@jackiewong6256 2 жыл бұрын
@@researchwithfawad Thank you so much Sir! However, do you have other videos that show the interpretation for ordinal regression? I'm quite confused with it but I have to do this for my dissertation. Thank you very much! 😀
@researchwithfawad
@researchwithfawad 2 жыл бұрын
I am afraid not yet. Hopefully i can make one soon.
@gardeh_nyepudologarteh4811
@gardeh_nyepudologarteh4811 2 жыл бұрын
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
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. To learn to search and design a questionnaire, watch Questionnaire Design and Development: kzfaq.info/sun/PLb7vm6tsQ3KuyCQISk3RGGGUmrPyQQhws
@imanejai6953
@imanejai6953 5 ай бұрын
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?
@researchwithfawad
@researchwithfawad 5 ай бұрын
Thanks for watching. This will happen as there are other variables explaining the variance in the dependent variable. One variable may overshadow the impact of other.
@abumonyeigbo5040
@abumonyeigbo5040 Жыл бұрын
Thank you sir. Well explained.
@researchwithfawad
@researchwithfawad Жыл бұрын
Glad it helped
@abumonyeigbo5040
@abumonyeigbo5040 Жыл бұрын
@@researchwithfawad Hi Fawad, Can I write a literally research paper, and develop Hypotheses. Then propose for further research to test the hypotheses, while submitting the earlier (without testing the hypotheses) to a journal?
@researchwithfawad
@researchwithfawad Жыл бұрын
Yes you can, but that conceptual paper has to be very strong in terms of contributions.
@abumonyeigbo5040
@abumonyeigbo5040 Жыл бұрын
@@researchwithfawad Thank you Fawad.
@binjushakya2903
@binjushakya2903 Жыл бұрын
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.
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. I am glad you liked it. R-sq is not for each IV, it is for DV.
@binjushakya2903
@binjushakya2903 Жыл бұрын
@@researchwithfawad Thank You so much sir. Appreciate your prompt response. Glad to have found a teacher like you.
@hafijulshaikh1305
@hafijulshaikh1305 2 жыл бұрын
Thank you so much sir
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Most welcome
@zxcvbnm5204
@zxcvbnm5204 2 жыл бұрын
Hi, I am doing a simple regression analysis and I was just wondering if I need to look at the ANOVA table?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Well you do need it for df and f statistics
@anitachopra9579
@anitachopra9579 2 жыл бұрын
Great work
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks
@colleenmbughi3342
@colleenmbughi3342 2 жыл бұрын
Thank You
@researchwithfawad
@researchwithfawad 2 жыл бұрын
You're welcome
@yonamhango7291
@yonamhango7291 Жыл бұрын
Great, am really assisted
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it
@ekpenyongudofia9459
@ekpenyongudofia9459 Жыл бұрын
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
@researchwithfawad
@researchwithfawad Жыл бұрын
Thanks. In simple terms, T statistics is a cut off value to assess whether or not a particular hypothesis is supported or not. Greater than 1.96 for a two tailed test shows hypothesis is supported.
@annmoraa7217
@annmoraa7217 Жыл бұрын
@@researchwithfawad Hello, thanks for clarifying this I was also lost. But what if the value is a negative e.g - 2.735
@nailafirdous6770
@nailafirdous6770 2 жыл бұрын
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
@researchwithfawad
@researchwithfawad 2 жыл бұрын
It is low. However, check for significance of results.
@aseweelizabeth1305
@aseweelizabeth1305 11 ай бұрын
Very good explanation
@researchwithfawad
@researchwithfawad 11 ай бұрын
Thanks for watching.
@varun9967
@varun9967 2 жыл бұрын
Thank you
@researchwithfawad
@researchwithfawad 2 жыл бұрын
You're welcome
@khairinkhalida9671
@khairinkhalida9671 2 жыл бұрын
Hello again. May i ask whether hypotheses is accepted if the beta coefficient is
@researchwithfawad
@researchwithfawad 2 жыл бұрын
A hypothesis is accepted, if the P Value is Less than 0.05. In your case, all hypothesis are accepted.
@khairinkhalida9671
@khairinkhalida9671 2 жыл бұрын
@@researchwithfawad Thank you again for your assistance! Appreciate it a lot.
@rymchannel7102
@rymchannel7102 2 жыл бұрын
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.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
If Sig is less than .05 then the effects are significant. Negative sign indicates a negative effect. However if your IV is dummy the interpretation slightly changes. See video on dummy variables im spss on the channel please
@rymchannel7102
@rymchannel7102 2 жыл бұрын
@@researchwithfawad Thank you so much for your reply and help. I will watch the video for sure
@mathilda333
@mathilda333 2 жыл бұрын
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?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it. Please refer to the residual in the ANOVA table.
@mathilda333
@mathilda333 2 жыл бұрын
@@researchwithfawad thank you very much for your answer! I have conducted a graph to my regression analysis and my fitted regression model looks like this Y=4.24E2 + 1.18*x. Do you know by chance what the E2 stands for?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
4.24 here is the constant, this means that if your X is 0, the value of Y would be 4.24
@academicws3765
@academicws3765 Жыл бұрын
Please I need some help. What statistical tool will you use to analyse housing affordability to income in mortgage financing?
@researchwithfawad
@researchwithfawad Жыл бұрын
It depends on the hypothesis proposed. How the variables are measured and related to each other.
@varunwadikar289
@varunwadikar289 Ай бұрын
while writing the interpretation when should we consider r2 value and adjusted r2 value. like under which scenarios it has to be taken ?
@researchwithfawad
@researchwithfawad 27 күн бұрын
Simple R-Sq is fine.
@jamesleleji6984
@jamesleleji6984 2 жыл бұрын
Great Video. Please how do you do difference in differences using SPSS
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. If you would like to asses differences in groups you can use Independent Sample T Test or One Way ANOVA
@user-fm2xq6to7l
@user-fm2xq6to7l 5 ай бұрын
Sir, dont we have to report the t-value in the results at all if there is one iv and one dv?
@researchwithfawad
@researchwithfawad 5 ай бұрын
Yes you can report.
@caleblyrics
@caleblyrics 2 жыл бұрын
Brilliant
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it.
@sweetydeswal8014
@sweetydeswal8014 Жыл бұрын
I want to know tha impact of marketing mix factors on consumer buying behaviour.which test i shouls use?
@researchwithfawad
@researchwithfawad Жыл бұрын
Use Regression
@mutiullahkhan9583
@mutiullahkhan9583 2 жыл бұрын
Thanku so much! Can we do graphical representation of this table? If yes, plz explain?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Pleasure. I am glad you liked it. You can design a scatter plot for graphical representation.
@snehahiremath1685
@snehahiremath1685 2 жыл бұрын
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
@researchwithfawad
@researchwithfawad 2 жыл бұрын
If the variables are continuous, go for regression analysis
@snehahiremath1685
@snehahiremath1685 2 жыл бұрын
@@researchwithfawad EO has 14 items, ESK has 12 items, ET has 16 items, EM has 18 items and EE has 10 items. And I have used 5 point likert scale for all the items.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Yes you can use multiple regression. If the scales have sub dimensions, why not go for smartpls
@snehahiremath1685
@snehahiremath1685 2 жыл бұрын
@@researchwithfawad thank you very much sir. Your video cleared my doubts and your suggestions surely will help me.
@cilmikorodhso
@cilmikorodhso Жыл бұрын
Thank you sir, I have a question what if we have 3 dependent variables and 1 independent variable? Do we need to conduct separate regression analyses or use the same method as the one used in the video?
@researchwithfawad
@researchwithfawad Жыл бұрын
Yes, if you plan to only use SPSS, you will have to perform separate analysis. However, for such model in modern research SEM tools like AMOS or SmartPLS are preferred.
@cilmikorodhso
@cilmikorodhso Жыл бұрын
@Research With Fawad Thank you for your prompt response, I greatly appreciate it.
@hossainmuhammadrakib8311
@hossainmuhammadrakib8311 5 ай бұрын
​@ResearchWithFa😊😊Iwad
@uroojzehra360
@uroojzehra360 4 ай бұрын
I have collected 100 sample size. 3 independent variables,one dependent and one moderating variable...which analysis should I use
@manovrikshabydrmonikathakur
@manovrikshabydrmonikathakur 3 ай бұрын
Sir in research paper what is the best way to represent multiple regression and how to write and which value to write.
@svvvresearch6699
@svvvresearch6699 2 жыл бұрын
Very Nicely explain.... do let me have more material on reporting the analysis
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it. If you are looking for reporting spss results, please visit the playlist SPSS Data Analysis: kzfaq.info/sun/PLb7vm6tsQ3KtPV0aJuJvLg6R2bcjvelCD
@dakshayaenibharadwaj2185
@dakshayaenibharadwaj2185 3 ай бұрын
hello sir, if my data is ordinal, will spss compute anoa or kruskal-wallis? because anova might not give accurate results?
@researchwithfawad
@researchwithfawad 3 ай бұрын
If you are looking to test differences in groups and the DV is ordinal Kruskal Wallis.
@samritabhatta9353
@samritabhatta9353 3 ай бұрын
I have a question Sir, When we run multiple regression analysis, are there two r square values or just one r sqaure value?
@researchwithfawad
@researchwithfawad 3 ай бұрын
you can use r square, not the adjusted one.
@poojakohli7944
@poojakohli7944 Жыл бұрын
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?
@researchwithfawad
@researchwithfawad Жыл бұрын
It is the same thing. If Alternate is not supported, the Null is.
@LISuccussSecrets
@LISuccussSecrets 11 ай бұрын
Asslam o alaikum sir ......jb hum ne t test distribution parha tha to us me jb P VALUE less than alpha(0.01) hoti hai to hmari hyp reject hoti hai but yahan ap accept kr rhe????
@researchwithfawad
@researchwithfawad 11 ай бұрын
WAS. Yes you are right, the null hypothesis is rejected.
@justamoment3553
@justamoment3553 2 жыл бұрын
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.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
It is pretty simple, the stronger variables over shadow the impact of the weaker variables.Those three are the critical variables the research of them are not significant. This is the ultimate objective, to attain parsimony.
@justamoment3553
@justamoment3553 2 жыл бұрын
@@researchwithfawad the three critical variables's research are not significant? I'm sorry I'm a little confused.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
You will have to justify why they could be insignificant, this is to be done in the discussion section.
@toqaalanbry4690
@toqaalanbry4690 2 жыл бұрын
You saved me
@researchwithfawad
@researchwithfawad 2 жыл бұрын
Thanks. I am glad you liked it
@praisedjust6244
@praisedjust6244 2 жыл бұрын
Hello brother Fawad, on minute 12:16, you mentioned that your "t" 9.143 is greater t than 1.96, so where did you get that 1.96? Please enlighten me.
@researchwithfawad
@researchwithfawad 2 жыл бұрын
At 5% confidence interval, the criteria to assess significance of critical value (t-statistics) is 1.96 for a two tailed test. If it is one-tailed, its 1.645.
@praisedjust6244
@praisedjust6244 2 жыл бұрын
@@researchwithfawad thank you brorher, one last question, for our r2 and f value column, it will be the same value with my multiple regression report?
@researchwithfawad
@researchwithfawad 2 жыл бұрын
I am sorry, but i don't clearly understand your question.
@bikasbasnet9907
@bikasbasnet9907 Жыл бұрын
Is R2 value is same for all predictors of multiple regression analysis ?
@researchwithfawad
@researchwithfawad Жыл бұрын
R sq, is variance in Dependent variable explained by predictors. So there can be multiple predictors.
@aliceyalenga7267
@aliceyalenga7267 Жыл бұрын
Thank you so much. I have a question; I have 5 Independent variables and one Dependent Variable. What can I use?
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. I am glad you liked it. Use Regression as done in the video.
@aliceyalenga7267
@aliceyalenga7267 Жыл бұрын
@@researchwithfawad Thank you so much am planning to do exactly this. Keep teaching us and doing a great job. You have no ideals how my stress, depression, and anxiety levels have reduced due to your videos.
@researchwithfawad
@researchwithfawad Жыл бұрын
Pleasure. Happy to see that videos have helped.
@aliceyalenga7267
@aliceyalenga7267 Жыл бұрын
Sir? is the p-value the same for all the variables even if some are they not significant?
@researchwithfawad
@researchwithfawad Жыл бұрын
Check your data, may be sample size is too low or too many missing values.
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