Structure containing the following fields.
Value 
Description 
ty 
n x 1 vector containing the transformed y values.

tX 
n x p matrix containing the transformed X matrix.

rsq 
the multiple Rsquared value for the transformed values in
the last iteration of the outer loop.

y 
n x 1 vector containing the original y values.

X 
n x p matrix containing the original X matrix.

outliers 
k x 1 vector containing the units declared as outliers
when avas has been called with option rob set to trye.

Data Types: struct
Specify optional commaseparated pairs of Name,Value
arguments.
Name
is the argument name and Value
is the corresponding value. Name
must appear
inside single quotes (' '
).
You can specify several name and value pair arguments in any order as
Name1,Value1,...,NameN,ValueN
.
Example:
'DataVars',[2 4]
, 'highlight',1:10
, 'oneplot',true
, 'notitle',true
, 'VarNames',{'X1','X2', 'sales'}
, 'ylimy', [3 3; 2 2; 2 2]
Columns of
matrix X for which the plot of transformed value against
original values needs to be
computed. The default is empty, that is the plots
are shown for all the columns of
matrix X.
Example: 'DataVars',[2 4]
Data Types: double
Vector containing
the numbers associated to the units to highlight in the plots.
The default is to highlight the units inside out.outliers.
Example: 'highlight',1:10
Data Types: double
If oneplot is true just one
figure is produced. The top left panel contains the plot
of transformed y vs. y, the top right panel contains the
plot of residuals vs. fit, the bottom left panel contains
the plot of transformed y vs. fit. The bottom right panel
contains a set of p subpanels (where p is the number of
columns of X) for transformed $X_j$ (tXj) vs. $X_j$
(with a rug plot along the tick marks). If oneplot is
false (default), the p panels for transformed $X_j$ (tXj)
vs. $X_j$ are put in a separate figure.
Example: 'oneplot',true
Data Types: logical
If notitle is true the title in each panel is removed.
Note that the xlabel and ylabel in the various panels
will still be present. The default is nottitle equal to
false.
Example: 'notitle',true
Data Types: logical
Names of variables specified as a string array or cell array
of character vectors of length p+1, including the names
for the columns of X first, and the name for the response
variable y last.
If VarNames is empty {'X1','X2',...,'Xp','y'} (default).
Example: 'VarNames',{'X1','X2', 'sales'}
Data Types: string array or cell array of character vector
The default value of ylimy is
[], that is automatic scale is used.
Example: 'ylimy', [3 3; 2 2; 2 2]
Data Types: single  double