Failure in reproducing plots in a post

Question

I am trying to reproduce the plots in this post Finding outliers in 2D and 3D numerical data with my own data.

However, I am new to the wolfram language (I used to use R). I don't quit understanding what's going on in the codes. Here're some rows of my data:

I want to create a 3D Quantile Regression envelopes to find the outliers as in the post, with the varible Age, Ratio.bp, and Ratio.heart. However, I can't get any the plots. Here's an example:

Here's my code:

testData = N@data[[All, {2, 5, 8}]];
sTestData = Transpose[Standardize /@ Transpose[N@testData]];
Block[{offset = -2 (Min /@ Transpose[sTestData])}, 
  sTestData = Map[# + offset &, sTestData]];
opts = {PlotRange -> All, ImageSize -> Medium, 
   PlotTheme -> "Detailed"};
Grid[{{ListPointPlot3D[sTestData, opts], 
   ListPointPlot3D[sTestData, opts]}}]

What did i did wrong?

I don't know how to upload the file, but i dput my file in R and here's the code: https://codeshare.io/alRLNY
I uploaded the csv file: http://www.sharecsv.com/s/3676944d24cb54ae4adcd8d34e0f2435/new_heart_data.csv

@Anton Antonov Do you mind to help with this question? – GarlicSTAT Mar 14 '20 at 22:33 — GarlicSTAT, Mar 14 '20 at 22:33

score 0 · Accepted Answer · answered Mar 15 '20 at 14:32

Some problems

The data contains non-numeric values e.g. "NA". You will have to remove those rows or impute the missing values using e.g. SynthesizeMissingValues.

The header row needs to be excluded as well, so do this and the rest of the code will work

data = Import["~/Downloads/new_heart_data.csv"];
testData = data[[2 ;;, {2, 5, 8}]] // Select[FreeQ[#, "NA"] &];

Failure in reproducing plots in a post

1 Answers1