MANOVA, PCA, decision trees

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Settle at least one deal via useme to enable posting of two versions of offers (e.g. cheaper and more expensive).


The task is divided into two parts. The detailed content of the second part will depend on the results of the first part.

On the provided data (csv) I will order:

Part 1 (brute-force parameters to choose the best):

• MANOVA + MANOVA post-hoc test (eg Bonferroni or Tukey)

• Decision trees (+ cross-validation)

• SVD, PCA, score plot

Part 2:

• XGBoost, Random Forest (+ cross-validation)

• [optional] MLDA, SIMCA

I want to have access to results and sources (with comments) with the opportunity to talk about it. Programs are to be written in Matlab and RStudio (preferred).

After notification I will send the details of the task.

I prefer billing separately for both parts.


machine learningmatlabstatistic

Place or location:


Required functions:

code in Matlab, code in R


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