SPSS: Multivariate Multiple Linear Regression, Part 2 of 3

Part 2:
Topic in summary:
This is a regression with multiple dependent variables and multiple independent variables 😮😮😮. You can run this regression in SPSS👌.
Or:
👉Multivariate Multiple Regression is a method of modeling multiple responses, or dependent variables, with a single set of predictor variables.
or
👉Multivariate multiple linear regression is a statistical method used to predict one or more dependent variables using one or more independent variables.
👉This tutorial tries to educate how to run a multivariate multiple linear regression in SPSS.
🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️ 🏃‍♀️🏃‍♀️🏃‍♀️
The tutorial has three parts that include: import dataset, check assumptions, fit regression, and interpret reports.
.
👉Part 2 include:
01:12 1- how to check about independent observations and Multicollinearity?
03:53 2- What's Variance Inflation Factor?
04:25 3- How to check normal distribution of residuals?
07:05 4- How to check Influential residuals?
08:05 5- How to check equality of covariance and variance?
(Part one include:
1- What's difference between Simple, Multiple, and Multivariate Regression?
2- Introduce used the dataset and say about the link to download that.
3- The menu to run regression in SPSS.
4- How to set options in SPSS to fit regression correctly.
5- What's the multivariate multiple linear regression assumptions?
Part 3 include:
1- Describe dependent and independent variables.
2- Interpret different test (Pillai's trace, Wilks' Lambda, Hotelling's trace and
Roy's Largest Root) results in Multivariate Tests table.
3- How to interpret between-subject effects?
4- How to interpret parameter estimates?
5- Lack of Fit
6- Pairwise comparison in marginal means.
)
💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖
Who am I 👨🏻‍🎓👨🏻‍🎓👨🏻‍🎓?
Why should you take my training?
I earned a bachelor's degree in public health, a master's degree, and a PhD in biostatistics. I'm really interested in statistics, particularly their use in medical and clinical sciences. R, SAS, SPSS, Stata, Minitab, and other tools were among the programs I worked with.
With a medical degree, I am well-versed in medical and clinical topics 💪💪💪 and have served researchers in this field for at least 5 years.
Send a message to help.
👉Telegram: @amaardan
👉WhatsApp: [phone]
👉Instagram: amaardan
👉Eitaa: 0933 856 9801

[@dr.biostat]

First full tutorial about Multivariate regression. 💯💯💯

[@user-ci3xf1hh7v]

Good tutorial ♥️♥️♥️

[@shakshisharma9839]

Hello Please help me. So far I can understand fully thanks to you. However, I do not have any residual data found...

[@amaardan2023]

Thanks again. Residuals will save in the dataset when you click on Residual in this path:
Analyze->General Linear model->Multivariate->Save-> Residuals.