SPSS: Multivariate Multiple Linear Regression, Part 1 of 3
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- Опубликовано: 3 окт 2024
- Part 1:
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 one include:
00:015 1- What's difference between Simple, Multiple, and Multivariate Regression?
01:36 2- Introduce used the dataset and say about the link to download that.
02:08 3- The menu to run regression in SPSS.
03:26 4- How to set options in SPSS to fit regression correctly.
09:12 5- What's the multivariate multiple linear regression assumptions?
( Part 2 include:
1- how to check about independent observations and Multicollinearity?
2- What's Variance Inflation Factor?
3- How to check normal distribution of residuals?
4- How to check Influential residuals?
5- How to check equality of covariance and variance?
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).
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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: +98 933 856 9801
👉Instagram: amaardan
👉Eitaa: 0933 856 9801
