Binary Logistic Regression Analysis in SPSS
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- Опубликовано: 3 июл 2024
- In this video, I have simplified how to perform Binary Logistic Regression Analysis in SPSS, and gave detailed interpretations of the result outputs in table-by-table and block-by-block sequence.
The content of this video is detailed and comprehensive, and the interpretations have been simplified to the grassroots and you are hereby advised to watch this video to the end.
The assumptions your dataset are expected to satisfy in order to make the data tenable for the analysis have been highlighted.
After you have seen this video, you will be able to perform the analysis with your own dataset and be able to make necessary interpretation and decision based on target group.
In my usual way, I have provided the necessary synopsis, which introduced you to the topic, terms and functions associated with Binary Logistic Regression Analysis, especially for those who are new to this kind of regression analysis. So, it is important you patiently see the introduction/synopsis before delving into the analysis proper.
Below is the video timeline provided to enable you move faster based on your area of interest:
TIMELINE:
0:00 - 08:04 Synopsis/Introduction
8:05 - 12:40 Demonstration in SPSS
12:41 - 34:00 Interpretations
34:01 - 34:50 Remarks
If you wish to contact me directly for business purposes, such as Private SPSS Tutorial, or Data Analysis, please use this address to reach me: asktitocan@gmail.com
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Thank you.
Excellent way of explaining Logistic Regression Analysis.
Amazing ...the best demonstration for binary logistic regression ...thank you so much
The best explanation I have listened to overall. Thank you.
Must admit this is the best, well articulated video on BLR I have come across. Your teaching and presentation skills should be emulated. Thanks for your dedication.
Only 3 minute into the video I decided is one of the best. I immediately liked and subscribed
Thanks for the encouragement. You are awesome.
I really enjoy your presentation. You are indeed first among equals. Kindly do a video on Multinomial logistic regression.
very clear presentation!! Thanks!
loved the video, thank you for this detailed explanation.
Really very nice presentation !
Very clarifying and simple to understand. Thank you!
Well detailed video
Thanks
VERY BEAUTIFULLY EXPLAINED...
Thank you my brotha!!!!
I have a hard time with Statistics but you are a lifesaver!!! ❤🖤💚
❤ Amazing explaination. You are the best.
This is magic explanation
Thank you so much Sir... Have learn more about Binary Logistic Regression. Am blessed by this class.
You are a teacher ❤....
nicely explained...
God he good ohh. Thank you sir! Crystal clear.
Excellent presentation. It was really helpful for me. Thanks.
Good one sir
Thank you sir, it is much appreciated.
So nice of you
The best of best
Thank you
love you man, you gave me A+ in my econometrics
Wonderful! Thank you sir
Most welcome!
thanks so much for your videos, they have been very helpful sir. i will suggest you upload the dataset you use in your videos. this will help people practice along side with you.
thanks once again for sharing your knowledge with us.
Im using Jasp and using your teachings of Spss to understand better
It is an amazing video.....detailed explanation of every result is very helpful. I understand the binary logistic regression.
Glad it was helpful!
Will appreciate for sharing the data set, please
Woooooow❤❤❤❤
Wow!!!
This is well explained. I suppose this is similar to multi logistic regression analysis. Do you have a video on multi logistic regression analysis?
Please make a video on violation of assumption of BLR . I will be thankful to you
Thank you so much. What do you advise if classification tables of block 0 and 1 are similar? which means the second column of block 1 is with o entries. thank you
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Hi..sir..Which program should we use for underground imaging from satellite images? And how ?
Thank you for the nice video.
Plse upload a video on multinominal logistic regression.
Based on your request, I have now included it on my list of videos to produce. Thanks
Respected sir, kindly make some videos for panel data regression
please the odds ratio indicated in this table is it an adjusted OR
Hi sir, is there a video on checking assumptions for binary logistic regression? Could provide a link?
sir how to make final equation for your example which you show here? could you explain
How do we select one of the variable as reference, i mean if I have three categories in my education data, and three in income level how do I select one from each as reference to interpret with respect to that' reference variable.
Hi, do you have a video on testing the assumptions for binary logistic regression in SPSS? It would be very helpful! Thanks for the video :))
Thanks for your interest in my work and thanks for placing a direct request for a video on how to test for Assumption for Binary Logistic Regression.
The video will be published before the end of this week. If you have subscribed, then you will be notified as soon as I have posted the video. Thank you
How do you determine the sample size. Anyone to answer please
Thanks so much! This is how to teach!!! God Bless You my sir!!!!
Hello There tutor, The Interpretation for the odds ratio here in Spss does it also apply to odds ratio in the binary logistic regression table generated using Stata Analytical software
Odds ratio is odds ratio regardless of the analytical tool. The difference is usually the table format of presentating the results. Rather than use STATA, go for SPSS, bcos it describes the odds ratio better.
I hope I have answered you, Raph.
Hi nice video. Do you have a video testing the the assumptions for binary logistic regression. If so please provide the link
m.ruclips.net/video/tUVV4xJy0Q0/видео.html
Please, use that link to see the video on how to test data for Assumptions of Binary Logistic Regression Analysis in SPSS. Thank you.
Hello there tutor, the independent categorical variables, must the coding start from 0 also. Assuming you have ordinal independnet categorical variables with more thaan 2 categories, must you start coding them from 0?
The method of coding is entirely your choice. But, for BLR, the dependent variable must have a dichotomous exhaustive group, such as Male and Female, or Yes and No, which you must code as 0 and 1 respectively, but with emphasis on the 1. But, if you are good at SPSS and you know what you are doing, you can use codes other than 0 and 1. You must keep in mind your preference group between the dichotomy. Raph., your Vape is already coded as 0 and 1. That should be your dependent variable that is potentially influenced by all other variables based on the odds ratios. Good luck.
Thank you very much. have been following you and learn so many things. I student of MSc in animal production now I want to know how to use and interpret two way ANOVA could you help me ?
Happy to help!
variables dichotomous dependent variable COR (95% CI) AOR(95% CI P-value
Yes No
how can we do it, please
can moderator be analysed by logistic regression?
"Moderator" is an ambiguous word. Please, kindly rephrase to redirect your inquiry. Thanks.
Please is your email actually working or you stopped using it.
Sir please how can l get your contact
Please do you have any videos on Missing Values and how to handle them? Thanks, again.
Yes, soon
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Can you share your email address