com.sas.cas.actions.regression

Class GlmoutputStatement

java.lang.Object

com.sas.cas.CASActionOptions

com.sas.cas.CASGeneratedActionOptions

com.sas.cas.actions.regression.GlmoutputStatement

All Implemented Interfaces:

KeyedMap<java.lang.String,java.lang.Object>, java.io.Serializable, java.util.Map<java.lang.String,java.lang.Object>

public class GlmoutputStatement
extends CASGeneratedActionOptions

Options for glm: Fits linear regression models using the method of least squares.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	GlmoutputStatement.COPYVARS

Nested classes/interfaces inherited from class com.sas.cas.CASActionOptions

CASActionOptions.EnumValue, CASActionOptions.FORMAT

Nested classes/interfaces inherited from interface java.util.Map

java.util.Map.Entry<K,V>

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	KEY_CASOUT
static java.lang.String	KEY_COOKSD
static java.lang.String	KEY_COPYVARS
static java.lang.String	KEY_COVRATIO
static java.lang.String	KEY_DFFITS
static java.lang.String	KEY_H
static java.lang.String	KEY_LCL
static java.lang.String	KEY_LCLM
static java.lang.String	KEY_LIKEDIST
static java.lang.String	KEY_PRED
static java.lang.String	KEY_PRESS
static java.lang.String	KEY_RESID
static java.lang.String	KEY_ROLE
static java.lang.String	KEY_RSTUDENT
static java.lang.String	KEY_STDI
static java.lang.String	KEY_STDP
static java.lang.String	KEY_STDR
static java.lang.String	KEY_STUDENT
static java.lang.String	KEY_UCL
static java.lang.String	KEY_UCLM

Fields inherited from class com.sas.cas.CASActionOptions

FLAGS_EXPAND_ARRAYS, FLAGS_IGNORE_DISPOSITION_ERROR, FLAGS_RETURN_RESULTS_ON_EXCEPTION, FLAGS_SKIP_ACTION_EVENTS, FLAGS_SKIP_RESULTS, HIDDEN_PASSWORD, JSON_NULL, LUA_NIL, PARAMETER_FLAG_ISPASSWORD, PARAMETER_FLAG_ISPATH, PARAMETER_FLAG_ISTABLENAME, PARAMETER_FLAG_ISVAR, PARAMETER_FLAG_REQUIRED, PYTHON_NULL, SERIALIZED_PREFIX

Constructor Summary

Constructors

Constructor and Description
GlmoutputStatement()
GlmoutputStatement(CASActionOptions options)

Method Summary

Modifier and Type	Method and Description
Casouttable	getCasOut()
java.lang.String	getCooksD()
java.lang.Object	getCopyVars()
java.lang.String	getCovRatio()
java.lang.String	getDffits()
java.lang.String	getH()
java.lang.String	getLcl()
java.lang.String	getLclm()
java.lang.String	getLikeDist()
java.lang.String	getPred()
java.lang.String	getPress()
java.lang.String	getResid()
java.lang.String	getRole()
java.lang.String	getRStudent()
java.lang.Object	getServerDefaultValue(java.lang.String key) Gets the server default value, if known.
java.lang.String	getStdi()
java.lang.String	getStdp()
java.lang.String	getStdr()
java.lang.String	getStudent()
java.lang.String	getUcl()
java.lang.String	getUclm()
GlmoutputStatement	setCasOut(Casouttable value) Sets the value of parameter 'casOut': specifies the settings for an output table.
GlmoutputStatement	setCooksD(java.lang.String value) Sets the value of parameter 'cooksD': names the Cook's D influence statistic.
GlmoutputStatement	setCopyVars(GlmoutputStatement.COPYVARS value) Sets the value of parameter 'copyVars' for alternative 1.
GlmoutputStatement	setCopyVars(java.lang.String[] value) Sets the value of parameter 'copyVars' for alternative 2.
GlmoutputStatement	setCovRatio(java.lang.String value) Sets the value of parameter 'covRatio': names the standard influence of the observation on covariance of betas.
GlmoutputStatement	setDffits(java.lang.String value) Sets the value of parameter 'dffits': names the scaled measure of the change in the predicted value for the ith observation and is calculated by deleting the ith observation.
GlmoutputStatement	setH(java.lang.String value) Sets the value of parameter 'h': names the leverage of the observation.
GlmoutputStatement	setLcl(java.lang.String value) Sets the value of parameter 'lcl': names the lower bound of a confidence interval for an individual prediction.
GlmoutputStatement	setLclm(java.lang.String value) Sets the value of parameter 'lclm': names the lower bound of a confidence interval for the expected value of the dependent variable.
GlmoutputStatement	setLikeDist(java.lang.String value) Sets the value of parameter 'likeDist': names the likelihood displacement.
GlmoutputStatement	setPred(java.lang.String value) Sets the value of parameter 'pred': names the predicted value.
GlmoutputStatement	setPress(java.lang.String value) Sets the value of parameter 'press': names the ith residual divided by 1 - h, where h is the leverage, and where the model has been refit without the ith observation.
GlmoutputStatement	setResid(java.lang.String value) Sets the value of parameter 'resid': names the residual, calculated as ACTUAL minus PREDICTED.
GlmoutputStatement	setRole(java.lang.String value) Sets the value of parameter 'role': identifies the training, validation, and test roles for the observations.
GlmoutputStatement	setRStudent(java.lang.String value) Sets the value of parameter 'rStudent': names the studentized residual with the current observation deleted.
GlmoutputStatement	setStdi(java.lang.String value) Sets the value of parameter 'stdi': names the standard error of the individual predicted value.
GlmoutputStatement	setStdp(java.lang.String value) Sets the value of parameter 'stdp': names the standard error of the mean predicted value.
GlmoutputStatement	setStdr(java.lang.String value) Sets the value of parameter 'stdr': names the standard error of the residual.
GlmoutputStatement	setStudent(java.lang.String value) Sets the value of parameter 'student': names the studentized residuals, which are the residuals divided by their standard errors.
GlmoutputStatement	setUcl(java.lang.String value) Sets the value of parameter 'ucl': names the upper bound of a confidence interval for an individual prediction.
GlmoutputStatement	setUclm(java.lang.String value) Sets the value of parameter 'uclm': names the upper bound of a confidence interval for the expected value of the dependent variable.

Methods inherited from class com.sas.cas.CASActionOptions

addActionFlags, addParameterFlag, appendValue, checkForPasswords, clear, containsKey, containsValue, convertToEnumArray, copy, deserialize, entrySet, equals, findOptionsClass, findSetter, get, getActionFlags, getActionName, getActionResponseEventListener, getActionResultEventListener, getActionSetName, getCASClient, getClassName, getDebugOptions, getDispositionEventListener, getFullyQualifiedActionName, getLogEventListener, getLogMessage, getMessageOutputStream, getMessageTagHandler, getParameter, getParameterAsBoolean, getParameterAsByteArray, getParameterAsDouble, getParameterAsDoubleArray, getParameterAsInteger, getParameterAsIntegerArray, getParameterAsLong, getParameterAsLongArray, getParameterAsString, getParameterAsStringArray, getParameterFlags, getParameterIgnoreCase, getParameterIgnoreCase, getParameterKeys, getPerformanceEventListener, getPropertyKey, getSessionID, getUserProperty, getUserPropertyKeys, hashCode, invoke, isEmpty, isFlagSet, isMap, isParameterFlagSet, isPassword, isPath, isRequired, isTable, isVariable, keySet, put, putAll, putAllDeep, putDeep, putDeep, quoteIfNotNull, remove, removeParameter, set, setActionFlags, setActionName, setActionResponseEventListener, setActionResultEventListener, setActionSetName, setCASClient, setDebugOptions, setDispositionEventListener, setFullyQualifiedActionName, setLogEventListener, setLogMessage, setMessageOutputStream, setMessageTagHandler, setParameter, setPerformanceEventListener, setPropertyKey, setSessionID, setUserProperty, size, toCASLString, toLuaString, toLuaString, toOptionsWithGeneratedClasses, toSerialized, toString, toString, toString, upcaseFirstChar, values

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll

Field Detail

KEY_CASOUT

public static final java.lang.String KEY_CASOUT

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Constant Field Values

KEY_COPYVARS

public static final java.lang.String KEY_COPYVARS

See Also:

Constant Field Values

KEY_ROLE

public static final java.lang.String KEY_ROLE

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Constant Field Values

KEY_PRED

public static final java.lang.String KEY_PRED

See Also:

Constant Field Values

KEY_RESID

public static final java.lang.String KEY_RESID

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Constant Field Values

KEY_COOKSD

public static final java.lang.String KEY_COOKSD

See Also:

Constant Field Values

KEY_COVRATIO

public static final java.lang.String KEY_COVRATIO

See Also:

Constant Field Values

KEY_DFFITS

public static final java.lang.String KEY_DFFITS

See Also:

Constant Field Values

KEY_H

public static final java.lang.String KEY_H

See Also:

Constant Field Values

KEY_LCL

public static final java.lang.String KEY_LCL

See Also:

Constant Field Values

KEY_UCL

public static final java.lang.String KEY_UCL

See Also:

Constant Field Values

KEY_LCLM

public static final java.lang.String KEY_LCLM

See Also:

Constant Field Values

KEY_UCLM

public static final java.lang.String KEY_UCLM

See Also:

Constant Field Values

KEY_LIKEDIST

public static final java.lang.String KEY_LIKEDIST

See Also:

Constant Field Values

KEY_PRESS

public static final java.lang.String KEY_PRESS

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Constant Field Values

KEY_RSTUDENT

public static final java.lang.String KEY_RSTUDENT

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Constant Field Values

KEY_STDI

public static final java.lang.String KEY_STDI

See Also:

Constant Field Values

KEY_STDP

public static final java.lang.String KEY_STDP

See Also:

Constant Field Values

KEY_STDR

public static final java.lang.String KEY_STDR

See Also:

Constant Field Values

KEY_STUDENT

public static final java.lang.String KEY_STUDENT

See Also:

Constant Field Values

Constructor Detail

GlmoutputStatement

public GlmoutputStatement()

GlmoutputStatement

public GlmoutputStatement(CASActionOptions options)

Method Detail

getServerDefaultValue

public java.lang.Object getServerDefaultValue(java.lang.String key)

Description copied from class: CASActionOptions

Gets the server default value, if known.

Overrides:

getServerDefaultValue in class CASActionOptions

Parameters:

key - The parameter key

Returns:

THe default value, or null if not known

getCasOut

public Casouttable getCasOut()

setCasOut

public GlmoutputStatement setCasOut(Casouttable value)

Sets the value of parameter 'casOut': specifies the settings for an output table.

Parameters:

value - The value

Returns:

The options object

getCopyVars

public java.lang.Object getCopyVars()

setCopyVars

public GlmoutputStatement setCopyVars(GlmoutputStatement.COPYVARS value)

Sets the value of parameter 'copyVars' for alternative 1. The server default is COPYVARS.ALL_MODEL.

Parameters:

value - The value

Returns:

The options object

setCopyVars

public GlmoutputStatement setCopyVars(java.lang.String[] value)

Sets the value of parameter 'copyVars' for alternative 2.

Parameters:

value - The value

Returns:

The options object

getRole

public java.lang.String getRole()

setRole

public GlmoutputStatement setRole(java.lang.String value)

Sets the value of parameter 'role': identifies the training, validation, and test roles for the observations.

Parameters:

value - The value

Returns:

The options object

getPred

public java.lang.String getPred()

setPred

public GlmoutputStatement setPred(java.lang.String value)

Sets the value of parameter 'pred': names the predicted value. If you do not specify any output statistics, then by default the predicted value is named Pred.

Parameters:

value - The value

Returns:

The options object

getResid

public java.lang.String getResid()

setResid

public GlmoutputStatement setResid(java.lang.String value)

Sets the value of parameter 'resid': names the residual, calculated as ACTUAL minus PREDICTED.

Parameters:

value - The value

Returns:

The options object

getCooksD

public java.lang.String getCooksD()

setCooksD

public GlmoutputStatement setCooksD(java.lang.String value)

Sets the value of parameter 'cooksD': names the Cook's D influence statistic.

Parameters:

value - The value

Returns:

The options object

getCovRatio

public java.lang.String getCovRatio()

setCovRatio

public GlmoutputStatement setCovRatio(java.lang.String value)

Sets the value of parameter 'covRatio': names the standard influence of the observation on covariance of betas. The COVRATIO statistic measures the change in the determinant of the covariance matrix of the estimates by deleting the ith observation.

Parameters:

value - The value

Returns:

The options object

getDffits

public java.lang.String getDffits()

setDffits

public GlmoutputStatement setDffits(java.lang.String value)

Sets the value of parameter 'dffits': names the scaled measure of the change in the predicted value for the ith observation and is calculated by deleting the ith observation. A large value indicates that the observation is very influential in its neighborhood of the X space.

Parameters:

value - The value

Returns:

The options object

getH

public java.lang.String getH()

setH

public GlmoutputStatement setH(java.lang.String value)

Sets the value of parameter 'h': names the leverage of the observation.

Parameters:

value - The value

Returns:

The options object

getLcl

public java.lang.String getLcl()

setLcl

public GlmoutputStatement setLcl(java.lang.String value)

Sets the value of parameter 'lcl': names the lower bound of a confidence interval for an individual prediction.

Parameters:

value - The value

Returns:

The options object

getUcl

public java.lang.String getUcl()

setUcl

public GlmoutputStatement setUcl(java.lang.String value)

Sets the value of parameter 'ucl': names the upper bound of a confidence interval for an individual prediction.

Parameters:

value - The value

Returns:

The options object

getLclm

public java.lang.String getLclm()

setLclm

public GlmoutputStatement setLclm(java.lang.String value)

Sets the value of parameter 'lclm': names the lower bound of a confidence interval for the expected value of the dependent variable.

Parameters:

value - The value

Returns:

The options object

getUclm

public java.lang.String getUclm()

setUclm

public GlmoutputStatement setUclm(java.lang.String value)

Sets the value of parameter 'uclm': names the upper bound of a confidence interval for the expected value of the dependent variable.

Parameters:

value - The value

Returns:

The options object

getLikeDist

public java.lang.String getLikeDist()

setLikeDist

public GlmoutputStatement setLikeDist(java.lang.String value)

Sets the value of parameter 'likeDist': names the likelihood displacement.

Parameters:

value - The value

Returns:

The options object

getPress

public java.lang.String getPress()

setPress

public GlmoutputStatement setPress(java.lang.String value)

Sets the value of parameter 'press': names the ith residual divided by 1 - h, where h is the leverage, and where the model has been refit without the ith observation.

Parameters:

value - The value

Returns:

The options object

getRStudent

public java.lang.String getRStudent()

setRStudent

public GlmoutputStatement setRStudent(java.lang.String value)

Sets the value of parameter 'rStudent': names the studentized residual with the current observation deleted.

Parameters:

value - The value

Returns:

The options object

getStdi

public java.lang.String getStdi()

setStdi

public GlmoutputStatement setStdi(java.lang.String value)

Sets the value of parameter 'stdi': names the standard error of the individual predicted value.

Parameters:

value - The value

Returns:

The options object

getStdp

public java.lang.String getStdp()

setStdp

public GlmoutputStatement setStdp(java.lang.String value)

Sets the value of parameter 'stdp': names the standard error of the mean predicted value.

Parameters:

value - The value

Returns:

The options object

getStdr

public java.lang.String getStdr()

setStdr

public GlmoutputStatement setStdr(java.lang.String value)

Sets the value of parameter 'stdr': names the standard error of the residual.

Parameters:

value - The value

Returns:

The options object

getStudent

public java.lang.String getStudent()

setStudent

public GlmoutputStatement setStudent(java.lang.String value)

Sets the value of parameter 'student': names the studentized residuals, which are the residuals divided by their standard errors.

Parameters:

value - The value

Returns:

The options object