Clear Filters
Clear Filters

Calculate multiple means in table by column indices

5 views (last 30 days)
Hello community,
I want to calculate means of several parameters in my table according to row indices. Here is what my table now looks like:
Subject Phase Time Par1 Par2 Par3 ...
__________________ ___________________ ____________ _____________ ______ _____________ _____________
{'Name1' } {'Phase1' } {'00:17:05'} 1614.7 1.1787 136.33 ...
{'Name2' } {'Phase1' } {'00:17:05'} 496.2 1.091 35.379 ...
{'Name1' } {'Phase2' } {'00:15:05'} 1535.4 1.2158 127.32 ...
{'Name2' } {'Phase2' } {'00:15:05'} 1084.9 1.1678 82.798 ...
... % 98x9 table
The output should be a table:
Phase Time Par1 Par2 Par3 ...
___________________ ____________ _____________ ______ _____________ _____________
{'Phase1' } {'00:17:05'} % mean values of all subjects in Phase1 ...
{'Phase2' } {'00:15:05'} % mean values of all subjects in Phase2 ...
... % 98x9 table
I calculated the mean with varfun of a single parameter (see underneath). However, I think there has to be a simple solution calculating the mean of multiple parameters without using for-loops and merging the output...
NewTable=varfun(@nanmean,Table,'InputVariables','Par1','GroupingVariables','Phase');

Accepted Answer

Guillaume
Guillaume on 6 Mar 2020
Edited: Guillaume on 6 Mar 2020
newtable = groupsummary(yourtable, {'Phase', 'Time'}, 'mean', 4:width(yourtable)) %mean of all but the first 3 variables, grouped by Phase and Time
Hopefully your table is not called Table but something more descriptive.
  1 Comment
Robin Schäfer
Robin Schäfer on 6 Mar 2020
Thank you for your very fast response! Works fine! I've renamed everything for this post and names are more precise in my functions =)

Sign in to comment.

More Answers (0)

Categories

Find more on Data Preprocessing in Help Center and File Exchange

Tags

Products


Release

R2019b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!