Multiple Linear Regression in SPSS with Assumption Testing (Bangla)
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- Опубликовано: 21 авг 2024
- This video illustrates how to calculate multiple linear regression using SPSS in Bangla. It is also called Standard Multiple Regression. In this lesson, you will learn how to interpret the output for Multiple Regression produced in SPSS. Additionally, you will understand how to read the coefficient table used in SPSS regression.
#SPSS #Multiple_regression #হাতেকলমে_SPSS
Azharul Islam
Assistant Professor
Department of Educational and Counselling Psychology
University of Dhaka
হাতেকলমে SPSS হচ্ছে বাংলা ভাষায় প্রথম পূর্নাঙ্গ SPSS ট্রেইনিং কোর্স। এই কোর্সে আপনি কীভাবে SPSS ব্যবহার করে ডাটা এনালাইসিস করবেন, তা ধাপে ধাপে শিখবেন।
SPSS Course Content
1. The research process: An Overview • The Research Process: ...
2. Preparing a research tool/survey questionnaire • How to prepare a resea...
3. Codebook and coding for SPSS • How to prepare a codeb...
4. Levels of Measurement/ Scales of Measurement • Scales of Measurement:...
5. Creating data file and entering data in SPSS • Data entry in SPSS: St...
6. Data cleaning in SPSS • How to clean data (err...
7. How to split file and select cases in SPSS • Select cases in SPSS w...
8. How to split a file in SPSS www.youtube.co....
9. Transforming data: Compute and Recode in SPSS • Transforming data: Com...
10. Data analysis in SPSS: An overview • Research data analyses...
11. Descriptive statistics in SPSS • Research data analyses...
12. How to conduct Independent Samples t-test in SPSS (Context+Analysis+APA Reporting) • How to conduct Indepen...
13. How to conduct One-Sample t-test in SPSS (Context+Analysis+Effect size+ APA Reporting) • How to conduct One Sam...
14. How to conduct Paired Samples t-test in SPSS (Context+Analysis+Effect Size+APA Reporting) • How to conduct Paired ...
15. How to do Chi-Square Goodness of Fit test in SPSS (Context+Analysis+APA Reporting) • How to conduct Chi-squ...
16. How to conduct a Chi-Square test of Independence in SPSS (Context+Analysis+APA Reporting) • How to run Chi-square ...
Exploring relationships between variables in SPSS
17. Bivariate correlation in SPSS • Pearson's Correlation ...
18. Partial and semi-partial correlation in SPSS • How to calculate and r...
19. Spearman’s rho/Kendall’s Tau-B in SPSS • How to calculate Spear...
20. Standard multiple regression in SPSS • Multiple Linear Regres...
21. Hierarchical multiple regression in SPSS • Hierarchical Multiple ...
22. Binary logistic regression in SPSS • Binary Logistic Regres...
Comparing more than two groups in SPSS
23. One-way between-groups ANOVA in SPSS • One-way between-groups...
24. One-way ANOVA for repeated measures in SPSS • One-way Repeated Measu...
25. Two-way ANOVA for independent groups in SPSS • Two-way between groups...
26. Two-way ANOVA for repeated measures in SPSS • Two-way repeated-measu...
27. Mixed-method ANOVA in SPSS • Mixed-Design ANOVA in ...
Examining the underlying structure or reliability of measures
28. Exploratory Factor Analyses in SPSS • Exploratory Factor Ana...
29. Internal consistency in SPSS • Calculating and Interp...
30. Interrater reliability in SPSS
31. The intra-class correlation coefficient in SPSS
32. Test-retest reliability in SPSS
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References (books) .........................................
1. Field, A. (2017). Discovering Statistics Using IBM SPSS Statistics (5 ed.). California: SAGE Publications Ltd.
2. Pallant, J. (2010). SPSS Survival Manual: A step by step guide to data analysis using SPSS: Allen & Unwin Australia.
3. Allen, P., Bennett, K., & Heritage, B. (2018). SPSS Statistics: A Practical Guide: Cengage Learning Australia.
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অসাধারণ বন্ধু তোমার বোঝানোর দক্ষতা এবং উপস্থাপন ক্ষমতা
Thank you, friend.
thank you. it really helps.
ধন্যবাদ স্যার, অনেক সহায়ক ছিলো ভিডিও টি
Glad to know that you find this tutorial useful.
Data distribution jodi non - normal hoye tahole ki Regression Analysis apply korte pari?
Ami to spss e ekbar e data entry kore frequency, chi-square, binary logistic regression shob ber korte parbo taina ?
Tahole entry er time e yes snd no 0 and 1 deye rakhte hobe shurutei?
In Mahalanobis' distance what will be the degrees of freedom values when the nymber of independent variable is more than (>10) like 15,20,30????
Can you suggest any document for these cutoff values?
Very nice. Easy and very comfortable way.
Want to talk with you.
Thank you very much.
I study public varsity.My subject name is statistics. My have statistics knowledge. I can many problem to solve by excel and spss.How to freelancing of data analysis?
স্যার একটা কোশ্চেন ছিল। মহালানবিস ফ্যাক্টরে যদি অনেকগুলো আউটলায়ার থাকে তাহলে অ্যানালিসিস টা কিভাবে করব। এছাড়াও কুকস্ ফ্যাক্টর এর মান কি হবে যেমন মহালানবিস এর মান দেয়া আছে? এছাড়াও মহালানবিস ফ্যাক্টরে যদি অনেকগুলো আউটলায়ার থাকে সে ক্ষেত্রে আমরা কিভাবে তার প্রেজেন্টেশন লিখব ।
There are many ways to deal with outliers. One simple way is to run the analysis after removing the outliers and check if there is a major change in the results. If not, you can include all cases in the model. If you found a significant difference in the model without the outliers, you should remove those cases. Alternatively, there are ways to transform variables.
KMO niye ekta video koren bhaiya please
Thanks so much
There should be clear description of how to calculate social desirability and other scales scoring procedures. How to calculate total score from item scores, you can check this video ruclips.net/video/sIwZlAVxr7s/видео.html
Why my significance value is showing
We need more research related tutorial, sir
Noted with thanks
For equation, should we use standardized coefficient or unstandardized coefficient?
Good question. Use the unstandardized coefficient for the equation.
@@AzharulIslam Thank you ,sir.
Is this parametric test or non-parametric test?? Can i compute regression for non-normal data?
Dependent variable- 1
Independent variable-2
This is parametric test
investment intension(DV) measure korte chai financial literacy (IV) diye.
X n Y both are catagorical data.DV r variable holo 4 ta.IV holo 1ta.
Kon regression korbo?
seems you need to do multinomial logistic regression.
Thanks a lot for a very nice presentation.Sir, can I use multiple regression model for sample size less than 30?
better not to do it with very small sample size.
@@AzharulIslam then can you advice any other alternative regression method for my sample?
eita excel er kon version sir??/ amr excel 2019 e to ai option pacchi na.. plz answer
Excel e multiple regression analysis interpretation kore ekti video kore dekhaben with mutual fund value nie.
I do not use excel to calculate regression. However, I am sure you will find many tutorials on youtube on using excel.
How can I import excel file in spss for regression analysis
আসসালামু আলাইকুম স্যার, একটা সূত্র বলেছেন যে sample size N>50+8m, যদি independent variable 20 হয় আর sample size যদি ১০০ হয় তাহলে কি এটা রান করালে সঠিক রেজাল্ট আসবে। ধন্যবাদ
WS. According to this formula your required sample size should be > 50+8×20=210.
@@AzharulIslam thanks sir
Categorical ba dichotomous predictor variable er khetre kon ta reference hy e khetre? Reference category ta ki manually controll kora jai?
Yes, code 0 to the reference category.
@@AzharulIslam by default tahole first category tai reference hbe to?.. mane 0=Hindu, 1=Muslim, 2=Others hole ekhane 'hindu' ta reference category hbe? Please clarify sir.
@@manabendradas6947 right
Thanks a lot for your nice presentation. How could I get Standard Multiple Regression reporting results. I dont get any link here. Please help me sir.
See the downloads in the video description.
Can it be used in non normal distribution?
If not which one should i use?
sir SPSS files are not downloaded now.
আসসালামু আলিকুম স্যার, আমি SPSS এ regression run করানোর পর casewise Diagnosticsa আসে না ,বাকি সব রেজাল্ট আসে । নিশ্চয়ই আমার ডাটা তে কোন সমস্যা থাকতে পারে। ধন্যবাদ
WS. You have to select a case-wise diagnostic option while running a regression.
@@AzharulIslam thanks sir
Do you have any tutorial on stata for multiple regression analysis
No
Via
Thank you for your videos.
Eitar report writing er description ta pdf add kore diten jodi.
its already there, see in the video description
sound is very low
স্যার আমার independent variable 7 টা কিন্ত আমার এগুলো আন্ডারে প্রশ্ন গুলো ২৪ টা এখন হিসাব টা N>50+8*7 হবে নাকি N>50+8*24 হবে?
7 hobe
@@AzharulIslam অসংখ্য ধন্যবাদ স্যার,আপনার ডিরেকশন না পেলে হয়তো কাজটা করতে পারতাম না।
Can you please upload a vedio how to describe that??
Hi Juman Sikder, please see the word file in which I describe how to report results of multiple linear regression. The download link of the word file is in the video description.
I have 61 item ,100 persons data. how to i select which variable will be my depended or independed variable. very confused about this.
Review your research question/objectives.
Thank you.
Are you frm west bengal?
No, I am from Bangladesh. Thanks.
How to downliad spss free version? I mean crack version
I have no idea about the crack version. Google it, I am sure you will get some links.
ব্যাকগ্রাউন্ড মিউজিকটি বাজে, অত্যন্ত
Vai amar whatsapp no 0060162173731. Parle ektu response korben.
Mr Kabir, you can ask me any research related question here. It is difficult to talk over phone individually. Thank you.