simplsca
(Package: plsdepot) :
SIMPLS-CA: SIMPLS Canonical Analysis
The function simplsca performs the SIMPLS Canonical Analysis algorithm as described in Michel Tenenhaus book La Regression PLS, chapter 5.
● Data Source:
CranContrib
● Keywords:
● Alias: simplsca
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simpls
(Package: plsdepot) :
SIMPLS: Alternative Approach to PLS Regression
The function simpls performs the SIMPLS Algorithm as described in Michel Tenenhaus book La Regression PLS, chapter 5.
● Data Source:
CranContrib
● Keywords:
● Alias: simpls
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plsreg2
(Package: plsdepot) :
PLS-R2: Partial Least Squares Regression 2
The function plsreg2 performs partial least squares regression for the multivariate case (i.e. more than one response variable)
● Data Source:
CranContrib
● Keywords:
● Alias: plsreg2
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plsreg1
(Package: plsdepot) :
PLS-R1: Partial Least Squares Regression 1
The function plsreg1 performs Partial Least Squares Regression for the univariate case (i.e. one response variable)
● Data Source:
CranContrib
● Keywords:
● Alias: plsreg1
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plsca
(Package: plsdepot) :
PLS-CA: Partial Least Squares Canonical Analysis
Performs partial least squares canonical analysis for two blocks of data. Compared to PLSR2, the blocks of variables in PLS-CA play a symmetric role (i.e. there is neither predictors nor responses)
● Data Source:
CranContrib
● Keywords:
● Alias: plsca
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plot.simplsca
(Package: plsdepot) :
Plot SIMPLS-CA basic results
Plot method for objects of class "simplsca". This function plots either the variables or the observations, on the selected components (i.e. scores). Variables are plotted inside the circle of correlations. Observations are plotted on a scatter plot.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.simplsca
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plot.simpls
(Package: plsdepot) :
Plot simpls basic results
Plot method for objects of class "simpls". This function plots either the variables or the observations, on the selected components (i.e. scores). Variables are plotted inside the circle of correlations. Observations are plotted on a scatter plot.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.simpls
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Plot method for objects of class "plsreg2". This function plots either the variables or the observations, on the selected components (i.e. scores). Variables are plotted inside the circle of correlations. Observations are plotted on a scatter plot.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.plsreg2
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Plot method for objects of class "plsreg1". This function plots either the variables or the observations, on the selected components (i.e. scores). Variables are plotted inside the circle of correlations. Observations are plotted on a scatter plot.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.plsreg1
●
0 images
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plot.plsca
(Package: plsdepot) :
Plot PLS-CA basic results
Plot method for objects of class "plsca". This function plots either the variables or the observations, on the selected components (i.e. scores). Variables are plotted inside the circle of correlations. Observations are plotted on a scatter plot.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.plsca
●
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