Regression Analysis in SPSS Part 2
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- เผยแพร่เมื่อ 2 ต.ค. 2024
- MULTIPLE LINEAR REGRESSION ANALYSIS:
In this video, I demonstrated how to perform and interpret Multiple Linear Regression Analysis in SPSS.
I simplified the procedure and stated the eight assumptions your data is required to satisfy in order to have valid model output. I also stated and performed how you can test for the Assumptions in a clearer and straight forward approach.
Everything about Multiple Linear Regression Analysis is fully discussed in this Regression Analysis in SPSS (Part-2) video. So, I hereby encourage you to please see this video to the end.
At the end of this video, I demonstrated how you can use the model in practical terms. Please, follow the procedure to perform your own regression analysis.
To reach me directly, please send me email via, asktitocan@gmail.com, and if you have any question, please leave your questions in the comment section.
The following links are my previous videos that may be of interest to you. Please, click on the links to access the videos:
Regression Analysis in SPSS Part-1: • Regression Analysis in...
Introduction to SPSS Software for Beginners Part-1: • Introduction to SPSS S...
Introduction to SPSS Software for Beginners Part-2: • Introduction to SPSS S...
Merge Two Data Files in SPSS (Part-2): • Merge Two Data Files i...
Merge Two Data Files in SPSS (Part-1): • Merge Two Data Files i...
Introduction to SPSS Software for Beginners (Part-3): • Introduction to SPSS S...
Analysis of Variance in SPSS (Effect size and Interpretations): • Analysis of Variance i...
Test of Normality of Data in SPSS: • Test of Normality of D...
Identify Outliers using Tukey's Hinges Approach in SPSS: • Identify Outliers usin...
Identifying Outliers in Dataset using Stem-and-leaf Plot and Boxplots in SPSS: • Identify Outliers usin...
Identify Outliers using Scattered Plots in SPSS: • Identify Outliers usin...
How to Perform and Interpret One Sample T-Test in SPSS: • One Sample T-Test in S...
Paired Sample T-Test in SPSS and Interpretations: • Paired Sample T Test i...
How to Perform Descriptive Statistics in SPSS: • Descriptive Statistics...
How to Perform Pearson’s Correlation Analysis: • How to Perform Pearson...
How to Calculate Pearson’s Correlation Coefficient by Hand, Interpret and Report Results in APA style: • How to Calculate Pears...
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Thank you.
Thanks for the video. I would request you to prepare a video showing how to transform a dataset that may violate some of the assumptions of LRM. Thank you.
Thanks so much for the video, if one wants to adjust for/ fix confounders. Can we still use this system of regression analysis
How to check the assumptions of the binary logistic regression model
The video on how to test data for Assumptions of Binary Logistic Regression has been produced and published now. You must have received the notification as a subscriber. If you are not notified yet, please kindly check for it in my TH-cam Channel @titocanmarksolutions. I specifically made that video because you requested it. Thank you.
Thank you most esteem sir.Could you please expantiate on fitting and interpreting the linkert scale?
@@GeorgeAtongang-j5f Thanks for the encouraging comment. I have published three videos on the Likert scale. One of the videos is on how to load and define the value label of Likert scale, the other video is on how to perform and interpret Likert scale data as scale measure, while the third video is on how to perform and interpret Likert scale data as nominal measure. Please, visit my TH-cam Channel on Titocan Mark Solutions (TMS) to see all the videos on the Likert scale and many more. Thank you.
Waoooo, great job
Thanks Daniel
👍👍👍👍 Nice video
Please I'd like to know how to arrange my data for analysis. I have already gathered the data for different companies and for 5 years each so I want to know how to arrange it in a format that can be easily analyzed using SPSS
@@LuccaPaciolo This is a consultant work, and I will charge you. However, the way you arrange data for analysis in SPSS depends on the type of test statistic you wish to perform. That is the topic of my next video to be published the first week of October.
@@TitocanMarkSolutions Ok sir. I appreciate your response
Well done Dr. Please could you explain how you came about the 15%, and 35% given as obsession values, and the 25%, and 12% given as Enhancement values in Multiple regression analysis. Thank you
omg, thanks a lot.
suppose only inhancement was causing imact, what figer should we use in the equation to get the final answer of the Model equation?
Hi Mark I followed all the steps with no form of homoscedasticity with the variables in concern, but at the coefficient table, my level of significance for my constant variable is
easy way of explanation,thanku so much
Thank you sir
Good day sir 😊
Hi.
Thanks sir but am facing problems when comparing my independent variables and the dependent variable when each independent variable has at least 5 questions and same for the dependent variable 🙏🙏
@@BlaiseJunior-g9x
Thanks for your useful comment. However, the description of the problem you are facing is not made clearer enough. If you don't mind, you send your data to me for inspection and necessary advice as may be required. My email contact is asktitocan@gmail.com
Thank you.
Thank you sir for making a regression test with full explanation
Thank you Doc for these tutorials. I will refer my students to your youtube channel! Job well done. How do I contact you? I need to learn how you make excellent teaching videos like these.
Thanks for your useful comment. My contact is:
asktitocan@gmail.com
I will be ready to assist where possible. Thanks
Send your inquiries to: asktitocan@gmail.com. Thank you for your useful comment.
❤❤❤❤
awesome
Thank you sir. However, would you mind uploading a seperate video of the data
Good job sir,but where are the data formated from like the numbers under sadness, obsession and enhancement 🙏....I need answers to this sir
👍
Thank you so much for such detailed enlightenment on regression analysis.
Please is it possible to use two or more assumptions to cover for the rest????
No. You cannot use two or more assumptions to cover for the rest. You MUST ensure all the Assumptions are satisfied. That way your data can be tenable for the analysis.
Thank you so much for such detailed enlightenment on regression analysis.
Please is it possible to use two or more assumptions to cover for the rest????
No. Regression analysis is a parametric test, and so all the Assumptions must be satisfied for the data you have to be tenable for the regression analysis.
However, you can use non-parameteic tests to analyze your data if one or more of the Assumptions is or are not met.
#regressionanalysisinspss
where do you get the 35% and 12% from? Are they assumption?
Those numbers were improvised for a work example just to demonstrate how to use the regression equation to make predictions.
@@TitocanMarkSolutionssuppose only one factor was found to to have impact as a predicting variable, say only inhancement was having impact, what figure should we multiply with its constent in the final Model equation?