SPSS: Multivariate Multiple Linear Regression, Part 1 of 3

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SPSS: Multivariate Multiple Linear Regression, Part 1 of 3

Рет қаралды 1,467

Күн бұрын

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).
💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖💖
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

Пікірлер: 30

@user-ci3xf1hh7v 5 ай бұрын

It seems to be a good tutorial. Step by step in spss. 🎉

@dr.biostat 5 ай бұрын

Thanks. good. 😍😍😍

@mahrukhshoukat2070 4 ай бұрын

this vedio might help me out but theirs some dificulties because my research topic is in New Public Management(NPM) so those setings u have in this vedio and the blocks u chose is that corect according to my topic?

@amaardan2023 4 ай бұрын

Hi, thanks for any idea. When you want to survey "linear" relationship between some dependent variable with some independent variables, this method is suitable.

@mahrukhshoukat2070 4 ай бұрын

@@amaardan2023 Thankyou Sir for your prescious time to reply my messages ☺️

@shakshisharma9839 4 ай бұрын

I have 3 DV and 4 IV. The only I am not able to understand is why Gender is being placed as a fixed factor. Like then am I supposed to find my IV to be kept in Fixed factor.

@amaardan2023 4 ай бұрын

Thanks for any message. Fixed factors are variables with fixed subgroups. For example, in gender, you have two subgroups: male or female. But for dosage of a drug, you can set any dosage from 1 milligram to for example 100 mg. but you prefer to use 1,5,20 milligram (three personal dosage). then dosage of drug is a random factor. Independent quantitative variables as covariate and qualitative variables as factor (fixed or random)

@amaardan2023 4 ай бұрын

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@sylviaxu3248 Ай бұрын

@@amaardan2023 hi doctor, does it mean that if both my IVs are quantitative i need to put them both as covariate and leave fixed factor section blank?

@mahrukhshoukat2070 4 ай бұрын

sir i have some issues in regression analysis because i have 2 dependent and 2 independent variables to put the questionaire in SPSS software so thats why i have no idea how to put 2 dependent variables in one block because theirs is only one block for dependent variables.

@amaardan2023 4 ай бұрын

Questionnaires have some items. Items create factors and factors are hidden variables. For example, depression estimated from questionnaire and hidden features. Structural Equation Modelling or SEM is preferred for relationships between factors and related items. Because in SEM you can survey relationships between dependent variables, then it's powerful.

@mahrukhshoukat2070 4 ай бұрын

@@amaardan2023 Sir Thankyou again☺️

@mehdirezvaniamin1727 10 күн бұрын

استاد عزیز ابتدا باید عنوان یا فرضیه تون رو بفرمایید و بهد این متغیر ها رو در مدل قرار بدید عنوان چیست؟

@amaardan2023 10 күн бұрын

سلام. با تشکر از نظر شما. بنده تلاش کردم ابتدا موقعیتی که میشه از این روش تحلیلی استفاده کرد رو شرح دهم و بعد روش کار رو با نرم افزار یاد بدم.

@mehdirezvaniamin1727 10 күн бұрын

@@amaardan2023 حداقل بفرمایید عنوان جیست تا برای اینجانب قابل استفاده باشد

@amaardan2023 10 күн бұрын

فرضیه: آیا می توان بصورت همزمان ارتباطی میان کلسترول و LDL با سن قائل شد. حالا چون همزمان خواسته شما اگر رگرسیون دیگه ای بزنید نمیتونید به فرضیه پاسخ بدید اونجاست که از این روش بایستی استفاده کنید.

@mehdirezvaniamin1727 10 күн бұрын

@@amaardan2023 نقش جنسیت در این فرضیه چیست؟