groupsummary
datatypes: B = groupsummary (A, groupvars, method)
datatypes: B = groupsummary (A, groupvars, groupbins, method)
datatypes: [B, BG, BC] = groupsummary (…)
Compute summary statistics by group for an array.
B = groupsummary (A, groupvars, method) groups
the rows of the array A by the grouping variables groupvars and
applies method to each column of A within each group, returning
the results in B, which has one row per group. groupvars is a
grouping vector with one element per row of A, or a cell array of such
vectors. Groups are the sorted unique combinations of grouping values; rows
holding a missing value in a grouping variable form their own groups, sorted
after the non-missing groups.
method is one of the names 'sum', 'mean',
'median', 'mode', 'var', 'std',
'min', 'max', 'range', 'nnz',
'nummissing', or 'numunique', a function handle, or a cell
array of method names andor function handles. NaN values are
omitted for every named method except 'nummissing'; a function handle
receives the values with NaN included and must return a single row.
When several methods are requested the columns of B are ordered by
column of A first, then by method.
[B, BG, BC] = groupsummary (…) also returns
BG, the grouping values that identify each group, and BC, a
column vector with the number of rows in each group. When groupvars is
a single grouping vector, BG holds its representative value for each
group; when several grouping variables are given, BG is a cell array
with one element per grouping variable.
The optional groupbins argument bins the grouping variables before grouping: a vector of bin edges or a positive integer number of equal-width bins, applied to a numeric, datetime, or duration grouping variable, or a cell array with one scheme per grouping variable. Each binned variable becomes a categorical of bin interval labels.
The behaviour can be modified with the 'IncludeMissingGroups'
(default true), 'IncludeEmptyGroups' (default false),
and 'IncludedEdge' (default 'left', the inclusive bin edge)
Name/Value pairs, as for the table method. When
'IncludeEmptyGroups' is true, the unused categories of a
categorical or binned grouping variable contribute empty groups.
To summarise the variables of a table, call groupsummary
(T, groupvars, …), which dispatches to the table
method and returns the result as a table.
See also: findgroups, splitapply, table
Source Code: groupsummary