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Thanks

The other way round!!!

thanks

you can use the factor scores as variables

Also, When interpreting factor scores from factor analysis, it is important to use the scores as they are, including both negative and positive values. These scores indicate the relative positioning of observations along the factor dimensions. Converting them to absolute values would distort the interpretation and relationships identified by the factor analysis. Negative values are meaningful and represent observations that are below the mean of the factor, while positive values are above the mean.

thanks

Thanks

thanks

Thanks for your kind words, Appreciate it

good observation .people have not purchased cannedved

no need

if you are using SPSS, pleasse go to analyze menu, dimension reduction, factor, this open up factor analysis dialog box. one you are inside factor analysis dialog box at the right hand side you have descriptive statistics tab. please click on descriptive statistics tab. this will open up a new dialog box . the last option here is KMO and bartketts test of shericity. please make sure you select this click ok. you should get the kmo result

if you are having issues please let me know

Thanks All the best

Yes you can go ahead with PCA

@@theoutlier7395 Could you help me with running PCA in SPSS? I'm analyzing a dataset with 4 study groups and 400 samples to find where risk factors cluster the most. Your guidance would be valuable!

Hi, i have created the factor loading and the other output by running analysis in SPSS. it is not part of the raw data provided

@@theoutlier7395 thank you very much for the clarification

All the best..

Thanks

When it comes to research paper publication SPSS is preferred over orange. Orange output export capability is weak and sometimes a struggle.

sure

Glad you liked it, All the best

Thanks, Glad you like it

rotated component one, rotated component two

@@theoutlier7395 then Sir I have to remove the first three variable from my analysis and have to add this rc variable....is it? But in my paper what should I write about my factor/variable name, because this is different name variable from others variable name.

@@sureshmondal8702 you dont need to remove the original variables. Please look at the loading table to name the factors

You have to look at the highest loading for each component

All the best, Appreciate your comments...

Thanks for the question, Please look at the first table namely group statistics table under t test section. You can clearly see that average female salary is 26031 and for males it is 41441. The difference between these two numbers is 15409 which is the mean difference

Since male employees are getting 41441 which is greater than female employees 26031. Male employees average salary is higher. Hopw that answers your question

thanks

thanks

Thank you for your support, All the best...

Thanks

ruclips.net/video/VatSJGnUPzQ/видео.html

@@theoutlier7395 really appreciate 🙏

If the loading is greater than .7 retain it

spss displays eigen values by default

Slightly hard to do this in Orange

@@theoutlier7395 can i do it just looking on the label with silhouette skor ? for instance if silhouette skor is huge, then it is more trustable ?

Not sure what is the need to calculate PDf and CDF, SPSS compte variable has what you need

Median: use SPSS Explore

Mode is not easy in SPSS

@@theoutlier7395 Standart deviation , mean value can be obtained via Distribiuton widget on Orange datatable ? What i obtained in the distribition widget ,s about Normal Distribution ? Shortly can i get results of normal distribiuton in orange ?

@@theoutlier7395 thanks sir. how can i make corelation in orange. ? i dont have numeric values

use only independent variables for factor analysis

after getting the output of market basket analysis in the left hand side bottom side next to question mark you have a option to get the output in text format

@@theoutlier7395 can i do it for all association rules ?

​@@theoutlier7395 ı want to use the datas in my thesis

@@theoutlier7395 i could not do it can yoy help me ? can i get output by creating automatically association rııles ?

@@theoutlier7395 sir i have some questions to you. ı have a survey executed. options are similar to this : 1. ı know / ı dont know 2. ı speak / ı dont speak so, PDF AND CDF needs to be calculated. how can I do it ? and i need to median , mod of the words as well how can i do

Assuming that the dependent variable is a scale variable in each of the node you are getting the mean valye of the dependent variable satisfying the rule.

On a average the error between actual and predicted in training data is 50.14 and for test as 148.00 respectively. If this value is closer to zero it is better

@@theoutlier7395 Thank you for the reply. So if the risk estimate is high does that mean the model is wrong?

@@theoutlier7395 Hi, My dependent variable is a scale variable and it ranges from 0 to 100. Is it okay if get a risk estimate value above 100? Thanks in advance.

@@nimmyprakash3193 Try to redice the risk estimate to a lower score

Thanks All the best

hi Please check if you have sufficient sample size

Looks like your data has low sample size

Once you are In SPSS decision tree, right hand side there is an oprion called "criteria" button click on it. then reduce the parent node sample to a lesser number . Also reduce the child node to lesser number. Re Run the analysis. IT should work

in case you still have issues we can have a zoom call, Please feel free to ping me

@@theoutlier7395 Hello you were right, I reduced the number of knots and it worked. You can't imagine how happy I am this morning. Thank you so much. God bless you