public class MultiVarAnalyzer extends ParametricAnalyzer
Constructor and Description |
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MultiVarAnalyzer(VariableOrganizer anOrganizer)
Standard constructor for MultiVarAnalyzer
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Modifier and Type | Method and Description |
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void |
doAnalyze_1YnXcontinuous(Variable theYVariable,
VariableOrganizer XOrganizer)
lists the results from an analysis of one dependent variable on multiple indepent variable.
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void |
doAnalyze_nY(VariableOrganizer YOrganizer)
performs an analysis of multiple dependent variable.
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void |
doDiscriminant()
lists the results for a Discriminant Analysis
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void |
doMultLinRegression(NumberVariable theYVariable,
VariableOrganizer XOrganizer)
lists the results for a Multiple Regression Analysis
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Matrix[] |
getGroupMeans(VariableOrganizer YOrganizer,
Variable theXVariable)
returns an array of means of Ys for multiple states defined in X
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MultiVarDescriptives[] |
getGroupMVDescriptives(VariableOrganizer YOrganizer,
Variable theXVariable)
returns an array of multivariate Y descriptives for multiple states defined in X
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Matrix[] |
getGroupVarCovars(VariableOrganizer YOrganizer,
Variable theXVariable)
returns an array of varCovar matrices of Ys for multiple states defined in X
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NumberVariable |
getMahalanobisDistVar(VariableOrganizer YOrganizer)
returns a column of Mahalanobis distances for individual items defined by multiple Y columns
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doAnalyze_1Y1X2Groups, doAnalyze_1Y1Xcontinuous, doAnalyze_1Y1XnGroups, doAnalyze_1YnXnGroups, doANOVA, doCompare_1Y, doFactorialANOVA, doPCA, doPCA, doRegression, dotTest, getCorrMatrix, getSSCPMatrix, getSSCPMatrixJ, getVarCovarMatrix, getVarCovarMatrixJ, listCorrMatrix, listSSCPMatrix, listVarCovarMatrix
analyzeMultXY, analyzeMultY, analyzeXY, analyzeY, analyzeY, clearAllDesignRoles, confirmOrganizer, controlAnalyze_1Y1X, controlAnalyze_1YnX, controlAnalyze_nY, controlAnalyze_nY1X, controlAnalyze_nYnX, doAnalyze_1Y, doAnalyze_1Y, doAnalyze_nY1Xcontinuous, doAnalyze_nY1XnGroups, doAnalyze_nYnX, getGroupNs, getNXVariables, getNYVariables, getOrganizer, getXVariable, getYVariable, getYVariableNames, listGroupDescriptives, setOrganizer
public MultiVarAnalyzer(VariableOrganizer anOrganizer)
anOrganizer
- an instance of VariableOrganizer
class coordinates a set of variables with respect to number of data points available
and the rows that are currently selectedpublic void doAnalyze_1YnXcontinuous(Variable theYVariable, VariableOrganizer XOrganizer) throws java.lang.Exception
doAnalyze_1YnXcontinuous
in class Analyzer
theYVariable
- the dependent Variable * @param anOrganizer an instance of VariableOrganizer
class coordinates a set of dependent or independent variables. If null, the subset of all X variables is usedXOrganizer
- an instance of VariableOrganizer
class coordinates a set of independent variables. If null, the subset of all variables is usedjava.lang.Exception
- if no Organizer was availablepublic void doAnalyze_nY(VariableOrganizer YOrganizer) throws java.lang.Exception
doAnalyze_nY
in class ParametricAnalyzer
YOrganizer
- an instance of VariableOrganizer class that is used as a dependent variablejava.lang.Exception
- if no Organizer was availablepublic void doMultLinRegression(NumberVariable theYVariable, VariableOrganizer XOrganizer) throws java.lang.Exception
java.lang.Exception
public void doDiscriminant() throws java.lang.Exception
java.lang.Exception
public MultiVarDescriptives[] getGroupMVDescriptives(VariableOrganizer YOrganizer, Variable theXVariable) throws java.lang.Exception
YOrganizer
- the group of Y Variables to usetheXVariable
- the independent NumberVariablejava.lang.Exception
public Matrix[] getGroupVarCovars(VariableOrganizer YOrganizer, Variable theXVariable) throws java.lang.Exception
YOrganizer
- the group of Y Variables to usetheXVariable
- the independent NumberVariablejava.lang.Exception
public Matrix[] getGroupMeans(VariableOrganizer YOrganizer, Variable theXVariable) throws java.lang.Exception
YOrganizer
- the group of Y Variables to usetheXVariable
- the independent NumberVariablejava.lang.Exception
public NumberVariable getMahalanobisDistVar(VariableOrganizer YOrganizer) throws java.lang.Exception
YOrganizer
- the group of Y Variables to usejava.lang.Exception
RH, 2017