int[] x
int[] y
int[] support
double confidence
double lift
boolean needsAggregation
int numberOfBootstrapSamples
int printLevel
int nRows
int nCols
int CPUs
double meanErrorMeasure
double oobMeanErrorMeasure
double[] predictions
double[] oobPredictions
double[] priorProbabilities
double[] testDataWeights
double[][] testData
double[][] xy
double[] weights
Random r
PredictiveModel pc
boolean calculateVariableImportance
double[] variableImportance
double[] sumDiff
double[] sumSquaredDiff
boolean needsCrossValidation
boolean doStratification
int CPUs
int mink
int maxmink
int numberOfSampleFolds
int numberOfModels
double minCVerr
double[][] Lossv
double[] Rcvk
double[] SERcv
Random r
PredictiveModel pc
double[][] xy
double[] wts
int responseIdx
double[] priorProbabilities
double[][] costMatrix
double sampleSizeProportion
int M
double tol
int[] iterationsArray
int sampleSize
double[] fittedValues
double[] testFittedValues
double shrinkage
double lossValue
GradientBoosting.LossFunctionType lossType
double[] HuberAlpha
double HuberDelta
double[][] testMnlFittedValues
double[][] mnlFittedValues
boolean missingTestY
double[][] mnlY
double testLossValue
PredictiveModel baseLearnerModel
com.imsl.datamining.Itemset[] is
int nTrx
int maxNumProducts
int maxSetSize
double support
int dim
int nrow
int ncol
int neighborhoodType
com.imsl.datamining.KohonenSOM.KohonenNode[][] grid
boolean isHexagonalGrid
boolean isWrapped
int iterations
KohonenSOM kohonen
int CPUs
boolean ignoreMissingValues
int nClasses
int nContinuous
int nNominal
double[][] avg
double[][] stdev
int[] nMissingTarget
boolean trainFirst
double clambda
double zeroCorrection
double dlambda
double[][][] conditionalClassProb
double[] classError
int[][] classErrorsTable
double[] targetClassProb
double[][] predictedClassProb
int[] predictedClass
ArrayList<E> continuousInputs
ArrayList<E> nominalInputs
Logger logger
boolean log
String nameClass
String nameMethod
String keyMessage
boolean isUserFixedNClasses
boolean mustFitModel
int modelId
int printLevel
int responseColumnIndex
int maxNumberOfCategories
int maxIterations
int nyMissing
int nClasses
int nRows
int nCols
double totalWeight
int[] predIdx
int[] predNumberOfValues
double[] weights
double[] priorProbabilities
double[][] classProbabilities
double[] classCounts
boolean constantSeries
String[] labels
PredictiveModel.VariableType[] varType
PredictiveModel.VariableType[] predType
PredictiveModel.VariableType responseVariableType
double[][] xy
double responseVariableAverage
int responseVariableMaxClass
double[][] costMatrix
Random r
int numberOfModelVariations
int nSurrogates
double[] surrogateInfo
double splitVarSigLevel
double mergeCategoriesSigLevel
double splitMergedCategoriesSigLevel
int[] ones
int[] xCat
double[] ry
boolean needPredict
boolean isSurrogateMethodObject
boolean randomFeatureSelection
int numberOfRandomFeatures
int minObsPerChildNode
int minObsPerNode
int maxNodes
int maxDepth
int numberOfPotentialNodes
int numberOfComplexityValues
double totalCVweight
int[] ones
double[] gammas
double minCostComplexityValue
boolean doAutoPruning
Tree dtr
double[][] varImportance
double[][] xy
double mse
DecisionTreeInfoGain.GainCriteria gainCriteria
boolean useRatio
boolean xInfo
double splitVarSelectCriterion
boolean calculateVariableImportance
int numberOfRandomFeatures
int numberOfTrees
double[] varImpOobPredict
double[] oobPredictions
double[] testPredictions
double oobPredictionError
DecisionTree baseDecisionTree
double[] fittedValues
int CPUs
int nRows
int minObsAllowedInChild
int maxNumberOfNodes
int nyMissing
int nLevels
int nNodes
int maxNumberOfCategories
PredictiveModel.VariableType responseType
PredictiveModel.VariableType[] predType
int[] predNValues
int nClasses
int nPreds
int nSurrogates
boolean[] terminalNodes
TreeNode[] nodes
int nodeId
int parentId
int nodeVarId
int nChildren
int predictedClass
double cost
double predictedVal
double nCases
double nodeSplitValue
int[] childrenIds
int[] nodeValuesIndicator
double nodeSplitCriteriaVal
double[] yProbs
double[] surrogateInfo
double tol
Network network
Trainer stage1Trainer
Trainer stage2Trainer
com.imsl.datamining.neural.RandomSampleIndices rsi
int numberOfEpochs
int epochSize
int errorStatus
Random randomGuess
double errorValue
double[] gradientValue
int numOfThreads
int epochCount
InputLayer inputLayer
InputLayer
in this Network
.OutputLayer outputLayer
OutputLayer
in this Network
.List<E> hiddenLayers
HiddenLayers
in this Network
.List<E> listLinks
Link
objects which link the Node
s in this Network
.FeedForwardNetwork network
List<E> nodes
int index
double maximumStepsize
double initialTrustRegion
int maximumSolverIterations
double relativeTolerance
double falseConvergenceTolerance
double gradientTolerance
double stepTolerance
int errorStatus
double errorValue
double residual
double[] gradientValue
Network network
double bias
Activation activation
double maximumStepsize
int maximumTrainingIterations
double relativeTolerance
double stepTolerance
double falseConvergenceTolerance
double gradientTolerance
QuasiNewtonTrainer.Error error
double errorValue
double[] gradientValue
int solverIterations
int errorStatus
boolean useBackPropagation
double realMin
double realMax
double targetMin
double targetMax
double center
double spread
int scalingMethod
boolean centerSet
boolean spreadSet
boolean isInitialized
int nClasses
int nClasses
int nClasses
int transform
double[] rawPercentages
double[] transformedPercentages
boolean isInitialized
int nweights
int[] classWeightLabels
double[] classWeights
double p
String name
Map<K,V> mapConstraintRow
List<E> listRows
com.imsl.io.MPSReader.NameList nameListVariables
Set<E> setNameFreeRows
MPSReader.Row objective
com.imsl.io.MPSReader.CIString nameObjective
com.imsl.io.MPSReader.CIString nameRHS
com.imsl.io.MPSReader.CIString nameBounds
com.imsl.io.MPSReader.CIString nameRanges
int nNonZeros
int nVariables
double[] boundsLower
double[] boundsUpper
Set<E> integerVariables
int columnIndex
double value
int l_m
int l_n
int l_ibtype
double[] l_xlb
double[] l_xub
double[] lv_value
int errorCode
int maxitn
int maxfcn
int maxjacobian
int ndigit
int iscale
int user_xguess
int user_xscale
int user_fscale
int user_jacobian
int user_fjac
double[] l_xguess
double[] l_xscale
double[] l_fscale
double[] l_fvec
double[] l_fjac
double max_step
double trust_region
double grad_tol
double rfcn_tol
double step_tol
double afcn_tol
double gradtl
double steptl
double rftol
double aftol
double falstl
int mxiter
int maxfcnsf
int maxjac
double[] fpnrmp
int[] nmaxs
double[] deltap
double[] gnleng
int[] nsing7
double[] phi
double[] phip
double[] phipi
double[] sgnorm
int CPUs
double[][] A
double[][] BND
double[] B
double[] X
double[] W
double[] Z
double RNORM
double EPS
double UP
double ALPHA
int M
int N
int I
int J
int JJ
int ITMAX
int ITER
int IZ
int IZ2
int IZ1
int NSETP
int NPP1
int IBOUND
int LBOUND
boolean FIND
boolean FREE
boolean HITBND
int[] INDEX
int nCoef
double[] weight
int order
double[] knot
double[] coef
double[][] factor
double re
Complex
.double im
Complex
.int maximumIterations
double[] aReal
double[] aImag
double[] eigvalsReal
double[] eigvalsImag
double[] vrReal
double[] vrImag
Complex[][] a
int n
boolean vectorsComputed
boolean isSolved
boolean maxIterationsUserDefined
int[] fac
double[] wa
Complex[][] factor
Complex
matrix containing
the LU factorization of the matrix A.int[] ipvt
com.imsl.math.ComplexSparseCholeskyMatrix sparseMatrixA
Complex[] rhs
int nRows
int nNonzeros
boolean runNumericFactor
boolean runSymbolicFactor
int[] l_xnzsub
int[] l_xlnz
int[] l_perm
int[] l_invp
int[] l_multifrontal_space
int[] l_nzsub
int[] l_maxlnz
int[] l_maxsub
int[] l_flag
Complex[] l_alnz
Complex[] l_diag
Complex[] l_solution
boolean solve_only
boolean supply_symbolic_factor
boolean supply_numeric_factor
int l_num_factor_nonzeros
double l_smallest_diag
double l_largest_diag
int multifrontal
int CSC_format
int[] CSC_col_ptr
int[] CSC_row_ind
int[] xnzsub
int[] xlnz
int[] perm
int[] invp
int[] multifrontal_space
int[] nzsub
int[] maxlnz
int[] maxsub
int flag
int nRows
int nColumns
com.imsl.math.ComplexSparseMatrix.Row[] row
long numberOfNonZeros
int numberOfRows
int numberOfColumns
long numberOfNonZeros
int[][] index
numberOfRows
.
The length of each row equals the number of nonzeros
in that row of the sparse matrix.Complex[][] values
index
.com.imsl.math.ComplexSuperMatrix superA
com.imsl.math.ComplexSuperMatrix AA
com.imsl.math.ComplexSuperMatrix AC
com.imsl.math.ComplexSuperMatrix B
com.imsl.math.ComplexSuperMatrix X
com.imsl.math.ComplexSuperMatrix L
com.imsl.math.ComplexSuperMatrix U
boolean IterRefine
boolean AlreadyFactored
boolean Equil
int Fact
int ColPerm
int Trans
int PrintStat
boolean PivotGrowth
boolean SymmetricMode
int ConditionNumber
int nRowsA
int nColsA
int[] b_rowind
int[] b_colptr
double DiagPivotThresh
double recip_pivot_growth
double[] rcond
int lwork
int[] info
int[] segrep
int[] parent
int[] xplore
int[] repfnz
int[] panel_lsub
int[] xprune
int[] marker
double[] R
double[] C
double[] berr
double[] ferr
int equed
int[] perm_c
int[] perm_r
int[] etree
Complex[] dense
Complex[] tempv
com.imsl.math.ComplexSuperLU.ExpHeader[] expanders
int no_expand
int first_bmod
int first_dfs
int[] pp
int[] first_kid
int[] next_kid
int[] post
int postnum
int jump_zlacon
int j_zlacon
int iter_zlacon
com.imsl.math.ComplexSuperLU.GlobalLU_t Glu
com.imsl.math.ComplexSuperLU.SuperLUStat_t stat
com.imsl.math.ComplexSuperLU.Statistics sluStats
long t0
long[] utime
boolean nofact
boolean equil
boolean notran
boolean rowequ
boolean colequ
int trant
com.imsl.math.ComplexSuperLU.mem_usage_t mem_usage
int[] sp_ienv
int globalInfo
int rank
int nra
int nca
double[] UReal
double[] UImag
double[] VReal
double[] VImag
double[] d
double tolerance
double relerr
double[] l_diagonal
double[] lv_solution
int l_n
int l_maxiter
int l_count
double[] l_b
short user_jacobi
boolean precondition
double[] l_p
double[] l_r
double[] l_z
double[] l_tri
double[] l_work
int[] iwork
int[] lv_iter
int[] lv_jump
int[] jump
double[] alpha
double[] imsl_beta
double[] defa
double[] defm
double[] eigest
double[] pz
double[] s
double[] alpold
double[] eigold
double[] gamold
double[][] l_M
int sparse_version
double norm_b_eps
int[] id
double[] Tension
double[] Continuity
double[] Bias
double Left
double Right
double[] xdata
double[] ydata
int user_bu
int user_xlb
int user_xub
int user_irtype
int user_refinement
int iterationCount
double[] l_bu
double[] l_xlb
double[] l_xub
int[] l_irtype
double optimalValue
double[] solution
double[] dualSolution
int l_m
int l_n
double[][] l_a
double[] l_b
double[] l_c
int iteration_count
int l_refinement
int itfil
int itiw
int itx
int _do0
int _do1
int _do10
int _do100
int _do101
int _do102
int _do103
int _do104
int _do105
int _do106
int _do107
int _do108
int _do109
int _do11
int _do110
int _do111
int _do112
int _do113
int _do114
int _do115
int _do116
int _do117
int _do118
int _do119
int _do12
int _do120
int _do121
int _do122
int _do123
int _do124
int _do125
int _do126
int _do127
int _do128
int _do129
int _do13
int _do130
int _do131
int _do132
int _do133
int _do134
int _do135
int _do136
int _do137
int _do138
int _do139
int _do14
int _do140
int _do141
int _do142
int _do143
int _do144
int _do145
int _do146
int _do147
int _do148
int _do149
int _do15
int _do150
int _do151
int _do152
int _do153
int _do154
int _do155
int _do156
int _do157
int _do158
int _do159
int _do16
int _do160
int _do161
int _do162
int _do163
int _do164
int _do165
int _do166
int _do167
int _do168
int _do169
int _do17
int _do170
int _do171
int _do172
int _do173
int _do174
int _do175
int _do176
int _do177
int _do178
int _do179
int _do18
int _do180
int _do181
int _do182
int _do183
int _do184
int _do185
int _do186
int _do187
int _do188
int _do189
int _do19
int _do190
int _do191
int _do192
int _do193
int _do194
int _do195
int _do196
int _do197
int _do198
int _do199
int _do2
int _do20
int _do200
int _do201
int _do202
int _do203
int _do204
int _do205
int _do206
int _do207
int _do208
int _do209
int _do21
int _do210
int _do22
int _do23
int _do24
int _do25
int _do26
int _do27
int _do28
int _do29
int _do3
int _do30
int _do31
int _do32
int _do33
int _do34
int _do35
int _do36
int _do37
int _do38
int _do39
int _do4
int _do40
int _do41
int _do42
int _do43
int _do44
int _do45
int _do46
int _do47
int _do48
int _do49
int _do5
int _do50
int _do51
int _do52
int _do53
int _do54
int _do55
int _do56
int _do57
int _do58
int _do59
int _do6
int _do60
int _do61
int _do62
int _do63
int _do64
int _do65
int _do66
int _do67
int _do68
int _do69
int _do7
int _do70
int _do71
int _do72
int _do73
int _do74
int _do75
int _do76
int _do77
int _do78
int _do79
int _do8
int _do80
int _do81
int _do82
int _do83
int _do84
int _do85
int _do86
int _do87
int _do88
int _do89
int _do9
int _do90
int _do91
int _do92
int _do93
int _do94
int _do95
int _do96
int _do97
int _do98
int _do99
int _l0
int _l1
int _l2
int _l3
int _l4
int edump
int endact
int enolm
int i
int i1
int i1_
int i2
int i3
int i_
int iact
int ibeg
int idiw
int ierror
int ii
int iifail
int inact
int infeas1
int iselct
int imsls_ismax
int itend
int j
int j1
int j1_
int j2
int j2_
int j_
int jl
int jl1
int jl1_
int jl_
int jlbeg
int jld
int jld_
int jlp
int jlp_
int jls
int jp
int jp1
int jp_
int jpiv
int jselct
int k
int k1
int k1_
int k2
int k3
int k_
int kcold
int kcolu
int kgod
int kgop
int kgou
int kkt
int kkt_
int kktsel
int kscale
int ksee
int kseec
int kseety
int ksep10
int ktfaip
int l1
int lastin
int lastp
int lastp_
int lbfre1
int lbfre2
int lcold
int lcolu
int lcu
int lenlt
int leqrow
int lgrop
int llopt
int locx
int lopact
int lx
int lx1
int movbad
int nfail
int ni1
int njpiv
int notkkt
int numx
int[] lopinc
int[] mloc
double absg
double alpha
double badbig
double badobj
double badpi
double bigpi
double depgra
double depkkt
double eps
double fackkt
double fleftm
double frt
double gmaxim
double gnormi
double gpiv
double objref
double pivmin
double rpiv
double sellm
double smamov
double smapiv
double tolfea
double tp
double tp1
double tp2
double tp3
double tp4
double und64
double viobnd
double wtp
double xcon
double xerr
double xnew
double xpiv
double IMSL_UNBOUNDED_FROM_BELOW
double IMSL_UNBOUNDED_FROM_ABOVE
double DOPT_UNBOUNDED_FROM_BELOW
double DOPT_UNBOUNDED_FROM_ABOVE
double[] l_atol
double[] l_rtol
int[] l_tdepend
int[] l_istate
int l_ndeg
double l_maximumStepsize
double l_initStepsize
int l_maxSteps
int l_stepControlMethod
int l_maxBdfOrder
double l_tBarrier
double[] l_xGrid
double[] l_tGrid
int nxGrid
int ntGrid
double[] y
double[] y_prime
int l_deriv
int nlbcd
int nrbcd
double[][] fact
int[] ipvt
com.imsl.math.LUBanded luband
FeynmanKac.InitialData initData
FeynmanKac.ForcingTerm forceTerm
boolean atol_array_set
boolean rtol_array_set
boolean atol_scalar_set
boolean rtol_scalar_set
boolean max_stepsize_set
boolean init_stepsize_set
boolean time_barrier_set
boolean[] l_timeFlag
double[] atol_array
double[] rtol_array
double atol_scalar
double rtol_scalar
int[] fac
double[] wa
Logger logger
String nameClass
String nameMethod
String keyMessage
double RELERR
int KDMAX
int ITMAX
int IMP
int IRESUP
double[] XGUESS
int IPRINT
int IRP
int N
int IDO
int NCALL
double[] TMPV
int TOTLITER
int TOTLAVS
int TOTLRTSLVS
RandomSequence sequence
int dim
double errorAbsolute
double errorRelative
double errorEstimate
int max_itn
int user_bu
int user_xlb
int user_xub
int user_irtype
double[] l_bu
double[] l_xlb
double[] l_xub
int[] l_irtype
double optimalValue
double[] solution
double[] dualSolution
int l_m
int l_n
double[] l_a
double[] l_b
double[] l_c
double[][] factor
int[] ipvt
double[] l_a
double[] l_b
double[] l_xlb
double[] l_xub
double[] lv_value
int l_nvar
int l_ncon
int l_neq
int[] iact_user
double[] alamda_user
int active_constraints_user
int lagrange_multipliers_user
int user_xguess
int l_maxfcn
int l_nact
double[] l_xguess
double l_tol
double l_obj
int CPUs
int MAX_CONSTRAINTS
double ONE
double ZERO
double TOL
double TWO
double THREE
double FOUR
double FIVE
double SIX
double SEVEN
double TP1
double TP2
double TP3
double TP4
double TM1
double TM2
double TM3
double TM4
double TM5
double TM6
double TM8
double TM10
double P2
double P4
double P5
double P7
double P8
double P9
double ONEP3
double TWOP4
double TWOP11
double TWOM2
Logger logger
String nameClass
String nameMethod
String keyMessage
double[] XGUESS
double[] XSCALE
double[] XLB
double[] XUB
double FVALUE
int M
int ME
int NVAR
int IPRINT
int MAXITN
int IDTYPE
int IBTYPE
double DELTA0
double RELPRE
double PENALTY
double FEPS
double TBND
double SMALL_W
double DEL_MIN
double SCF_MAX
double INITIAL_DEL_MIN
int NX
int NRESM
int MAXIT
int NSTEP
double RUNTIM
double OPTITE
double[][] ACCINF
int ITSTEP
int PHASE
double UPSI
double UPSI0
double UPSI1
double UPSIST
double PSI
double PSI0
double PSI1
double PSIST
double PSIMIN
double PHI
double PHI0
double PHI1
double PHIMIN
double FX
double FX0
double FX1
double FXST
double FMIN
double B2N
double B2N0
double XNORM
double X0NORM
double SIG0
double DSCAL
double DNORM
double e0NORM
double SIG
double SIGMIN
double DIRDER
double COSPHI
double UPSIM
double[] X
double[] X0
double[] X1
double[] XMIN
double[] D
double[] E0
double[] DD
double[] DifX
double[] RESMIN
double GFN
double[] GRADF
double[] QGF
double[] GPHI0
double[] GPHI1
double[][] GRES
double[] GRESN
int RANK
int[] PERM
int[] PERM1
int[] COLNO
double[][] QR
double[] BETAQ
double[] DIAG
double[] CSCAL
double[] COLLE
boolean[] VAL
boolean[] GCONST
boolean[] LLOW
boolean[] LUP
boolean[] TMPBUL
int[][] GUNIT
boolean INTAKT
boolean INX
boolean STD
boolean TE0
boolean TE1
boolean TE2
boolean TE3
boolean SINGUL
boolean IDENT
boolean EQRES
boolean SILENT
boolean ANALYT
boolean COLD
double SCALM
double SCALM2
double MATSC
double[][] A
double[] DIAG0
int[] VIOLIS
int[] ALIST
int[] BIND
int[] BINe0
int[] SORT
double SCF
double SCF0
double INFEAS
double[] U
double[] U0
double[] W
double[] W1
double[] RES
double[] RES0
double[] RES1
double[] RESST
double[] YU
double[] SLACK
double[] WORK
int N
int NR
int NRES
int NH
int NG
int NBOUNDS
double EPSMAC
double TOLMAC
double DELDif
int ifILL1
int ITERMA
double DEL
double DEL0
double DEL01
double DELMIN
double TAU0
double TAU
double NY
double SMALLD
double SMALLW
double RHO
double RHO1
double ETA
double EPSX
double EPSPHI
double C1D
double SCFMAX
double TAUQP
double TAUFAC
double TAUMAX
double UPDMY0
double ALPHA
double BETA
double THETA
double SIGSM
double SIGLA
double DELTA
double STPTRM
double DELTA1
double STMAXL
int ICF
int ICGF
int CFINCR
int[] CRES
int[] CGRES
boolean FFUERR
boolean[] CFUERR
double LEVEL
int CLOW
int LASTDW
int LASTUP
int LASTCH
String NAME
double EPSDif
int PROU
int MEU
double[] UG
double[] OG
double[] DELFAC
int NRESET
int NUMSM
double[] XST
boolean BLOC
boolean VALID
boolean CORR
int DifFTYPE
double[] XTR
double[] XSC
double[] FU
double[][] FUGRAD
double[][] FUD
double EPSFCN
double TAUBND
double[][] XJ
double[] DDUAL
double[][] R
double[] UD
double[] UD1
double[] NP
int IPTR
int IQTR
int[] AITR
double SSTR
double RIITR
int QPTERM
int FCOUNT
double RNORM
double RLOW
int NDUAL
int MI
int IQ
boolean USER_GRAD
double[] RESX
long startTime
long maximumTime
int CPUs
int MAX_CONSTRAINTS
double[] XGUESS
double[] XSCALE
double[] XLB
double[] XUB
double FVALUE
double STEPSZ
int LWAQL
int LIWQL
int N2
int MN
int IMERIT
int ILWLS
double OF
double UF
double ON
double ZE
double SQACC
double ACC
double SCBND
int KNEXT
int IWR
int IWW
int IWS
int LFLAG
int IWA
int IWZ
int NU
int MFLAG
int NFLAG
int JFLAG
int KFLAG
int KDROP
int ITERC
int ITREF
int IWD
double RATIO
double RES
double VFACT
double XMAG
double XMAGR
double PARINC
double PARNEW
double SUM
int MXITER
int ITER
int NFCN
int NGRAD
int M
int ME
int N
double f
double acc
double scbou
double dbdfac
double zefac
double rpeno
double rpens
double rpenu
double zefacu
double delta
double beta
double amue
double alm
double dbd
double dfdel
int m
int me
int maxfun
int maxit
int mode
int ifail
boolean llise
boolean lql
boolean lmerit
int n1
int lact
int no1
int mnn
int nmnn
double XGUESS
double STEP
double BOUND
double XACC
double GTOL
int MAXFN
double[] XGUESS
double[] XSCALE
double FSCALE
double XACC
double GTOL
double FDIGIT
double GRADTL
double STEPTL
double RFTOL
double AFTOL
double FALSTL
double STEPMX
boolean STEPMXSet
int NMAXS
int MXITER
int errorStatus
int ITER
int NFCN
int NGRAD
int IHESS
int N
int[] NNFCN
int[] NNGRAD
int CPUs
int nVars
int maxFcnIterations
int[] actualFcnIterations
int requiredNumberOfFcnEvals
int numberOfVertices
double tolerance
double alpha
double beta
double gamma
double objectiveValue
double[][] xComplex
double[] guess
double[] solution
boolean initialComplexSet
boolean isUnconstrained
double[] xlb
double[] xub
Random randomGenerator
NelderMead.Function fcn
double[] functionValues
double[] centroid
double[] xr
double[] xe
double[][] initialComplex
double centroidDistance
double[] averageDistance
int CPUs
int requiredNumberOfThreads
int M
int N
int m
int n
double[] x
double[] XGUESS
double[] XSCALE
double[] FSCALE
double DELTA
double FALSTL
double AFTOL
double RFTOL
double STEPTL
double GRADTL
double STEPMX
int MAXJAC
int MAXFCN
int MXITER
int NGOOD
int INFO
int[] IPARAM
double[] RPARAM
boolean first
boolean gauss
boolean mxtake
int CPUs
int numberIterations
int maximumIterations
int M
int N
double[][] A
double[] B
double[] W
double[] X
double residualNorm
boolean NORMAL
double rankTolerance
double normTolerance
double dualTolerance
long maximumTime
double[] guess
int liwk
int mode
int m
int[] iwk
int[] iopt
int[] iopt_tmp
double[][] fjac
double[] yscale
double[] fac
double[] f
double[] y
double[] y_orig
double[] wk
double[] tmpWK
boolean copyWK
int inorm
double usrInitialStepsize
double floor
double hInitial
double hMax
double usrMaxStepsize
double hMin
double usrMinStepsize
double scale
double usrScale
double tolerance
int maxNumberSteps
LU lu
double hinit
int method
int numberSteps
int numberFcn
int numberJac
double tEndPrevious
int ido
int isave
double F_HALF
double F_ONE
double F_TWO
double F_THREE
double F_SIX
double F_TEN
double F_ZERO
int neq
double bnd
double crate
double d
double d1
double e
double edn
double epsold
double eup
double hl0
double hold
double pr1
double pr2
double pr3
double r1
double rc
double rh
double rmax
double told
double dd
double dd1
double[] yprime_in_fcnj
int idoub
int ier
int iredo
int iret
int iweval
int j1
int j2
int l
int ldfac
int ldpw
int lmax
int m
int maxder
int meo
int mfold
int mio
int newq
int nold
int nq
int nstepj
int nwk
double[] tq
double[] el
double t
double tEnd
double h
double hmin
double hmax
double eps
double uround
double hused
double oldl0
double epsj
int intrp1
int intrp2
int iatype
int mf
int jstart
int nfcn
int nje
int meth
int miter
int mtype
int nlc
int nuc
int nstep
int mxfcn
int maxord
int idol
int istop
int usrMiter
double ayi
double toutp
double xendpv
double xsave
int ixend
int jer
int ker
int kflag
int lda
int n
int nhcut
int nra
int nipvt
int nmeth
int npw
int istat
int n1rty
double[] ytemp
double[] error
double[] save1
double[] save2
double[] pw
int[] ipvt
OdeRungeKutta.Function function
double xEndPrevious
double value
int[] dim
double[][] qr
double[] qraux
int[] jpvt
double errorAbsolute
double errorRelative
double errorEstimate
int rule
int maxSubintervals
boolean doExtrapolation
int errorStatus
int nDim
int nCenters
boolean haveIntercept
double[][] centers
double[] coefficients
RadialBasis.Function radialFunction
LinearRegression lr
com.imsl.math.RadialBasis.ListData listData
int SYMBOLIC_FACTOR_ONLY
int NUMERIC_FACTOR_ONLY
int SOLVE_ONLY
int SYMBOLIC_FACTOR_SUPPLY
int NUMERIC_FACTOR_SUPPLY
com.imsl.math.SparseCholeskyMatrix A
double[] rhs
int l_n
int nz
int[] l_xnzsub
int[] l_xlnz
int[] l_perm
int[] l_invp
int[] l_multifrontal_space
int[] l_nzsub
int[] l_maxlnz
int[] l_maxsub
int[] l_flag
double[] l_alnz
double[] l_diag
double[] l_solution
double eps
int solve_only
int return_symbolic_factor
int supply_symbolic_factor
int symbolic_factor_only
int compute_symbolic_factor
int return_numeric_factor
int supply_numeric_factor
int numeric_factor_only
int compute_numeric_factor
int return_smallest_diag
int return_largest_diag
int return_num_factor_nonzeros
int l_num_factor_nonzeros
double l_smallest_diag
double l_largest_diag
int multifrontal
int CSC_format
int[] CSC_col_ptr
int[] CSC_row_ind
boolean ALREADY_SYMBOLICALLY_FACTORED
boolean ALREADY_NUMERICALLY_FACTORED
int[] xnzsub
int[] nzsub
int[] xlnz
int[] perm
double[] alnz
double[] diag
int[] xnzsub
int[] xlnz
int[] perm
int[] invp
int[] multifrontal_space
int[] nzsub
int[] maxlnz
int[] maxsub
int flag
int TRUE
int FALSE
double HOPDM_UNBOUNDED_FROM_BELOW
double HOPDM_UNBOUNDED_FROM_ABOVE
double BIG
SparseMatrix a
int user_bu
int max_itn
int imdo
int iprint
int presolve
int HB_format
int term_status
int m
int n
int nza
double[] xub
double[] xlb
double[] bu
double[] b
double[] c
double[] HB_values
int[] irtype
int[] HB_col_ptr
int[] HB_row_ind
int[] lv_isinqp
double obj_cnst
double prinf_tol
double dlinf_tol
double[] opt_tol
com.imsl.math.SparseLP.Mf_splinquadprog_Pb lv_L
int iteration_count
double obj
double cp_smallest
double cp_largest
double err_c
double err_b
double err_u
double[] lv_x
double[] pdual
int nRows
int nColumns
com.imsl.math.SparseMatrix.Row[] row
long numberOfNonZeros
double[][] coef
coef[i]
contains the coefficients for the
piecewise polynomial valid in the interval
[x[k]
,x[k+1]
).
double[] breakPoint
int spline_domain_dim
int spline_target_dim
int[] spline_order
int[] spline_num_coef
int[] spline_num_knots
double[][] spline_knots
double[][] spline_coef
double x
double y
int grid
int derivative_x
int derivative_y
double[] xvec
double[] yvec
double lv_value
double[] output_vector
double[] deltal
double[] deltar
int b42j
int b5itg_ilo
double[] xdata
double[] ydata
double[] fdata
int order_given
int users_xorder
int users_yorder
int knots_given
double[][] users_knots
double[] xdata
double[] ydata
double[] fdata
int x_spline_space_dim
int y_spline_space_dim
double[][] users_knots
double sse
int[] order
double[][] weights
com.imsl.math.SuperMatrix A
com.imsl.math.SuperMatrix AA
com.imsl.math.SuperMatrix AC
com.imsl.math.SuperMatrix B
com.imsl.math.SuperMatrix X
com.imsl.math.SuperMatrix L
com.imsl.math.SuperMatrix U
boolean IterRefine
boolean AlreadyFactored
boolean Equil
int Fact
int ColPerm
int Trans
int PrintStat
boolean PivotGrowth
boolean SymmetricMode
int ConditionNumber
int nRowsA
int nColsA
int[] b_rowind
int[] b_colptr
double DiagPivotThresh
double recip_pivot_growth
double[] rcond
int lwork
int[] info
int[] segrep
int[] parent
int[] xplore
int[] repfnz
int[] panel_lsub
int[] xprune
int[] marker
double[] R
double[] C
double[] berr
double[] ferr
int equed
int[] perm_c
int[] perm_r
int[] etree
double[] dense
double[] tempv
com.imsl.math.SuperLU.ExpHeader[] expanders
int no_expand
int first_bmod
int first_dfs
int[] pp
int[] first_kid
int[] next_kid
int[] post
int postnum
int jump_dlacon
int j_dlacon
int iter_dlacon
com.imsl.math.SuperLU.GlobalLU_t Glu
com.imsl.math.SuperLU.SuperLUStat_t stat
com.imsl.math.SuperLU.Statistics sluStats
long t0
long[] utime
boolean nofact
boolean equil
boolean notran
boolean rowequ
boolean colequ
int trant
com.imsl.math.SuperLU.mem_usage_t mem_usage
int[] sp_ienv
double errorAbsolute
double errorRelative
double spread
double spreadTolerance
int maxIterations
int[] iterations
Complex[] root
double[] radius
boolean[] err
int maxIterations
double errorAbsolute
int nEvals
int maxEvals
int numRootsFound
int numRoots
boolean haveBound
double[] roots
double[] xGuess
boolean userGuess
double xScale
double errorX
double toleranceMuller
double eps
double upperBound
double lowerBound
double minSeparation
boolean compute
int n
double[] x
double errorRelative
int maxIterations
double[] xinit
Logger logger
boolean log
String nameClass
String nameMethod
String keyMessage
PrintMatrixFormat pmf
double[][] responses
double[][][] covariates
double[][] xymean
boolean[][] ignore
int ldxy
int[] ni
int[] nmiss
int ntotal
double[] anova
int NPARM
int ICALL
double[][] anovaTables
double[][][] coefTables
double[][] covm
double[] ptss
double[] testpl
double[][] coef
double[][] r
double[][] covb
double[][] y
double[] anova
double[] groupStdev
double[][] stat
int nmissing
int ngroups
int l_nsubscripts
int l_model_order
int l_model_user
int l_sign_intera
int[] l_nlevels
double[] l_y
double[] l_aov
double[] l_ymeans
double[][] l_efss
double aic
double aicc
double bic
int l_infoCriterion
double confidence
double constant
int iprint
int maxit
int maxlag
int method
double variance
double armaVar
boolean center
double z_mean
double[] p_constant
double armaConstant
double[] par
double[] armaAR
boolean success
double[] z
int nobs
int npar
int backwardOrigin
boolean compute_flag
double l_convergence_tolerance
double[][] forecast_matrix
double[] l_forecast
double[] l_dev
double[] l_psiWeights
double[] residuals
double maxarma_likelihood
Logger logger
String nameClass
String nameMethod
String keyMessage
boolean isComputed
int lv_nmaxs
double lv_fpnrmp
int lv_nsing
double lv_deltap
double lv_gnleng
double lv_phi
double lv_phip
double lv_phipi
double lv_sgnorm
double lv_aftol
double lv_steptl
double lv_rftol
double lv_falstl
double lv_fjactl
int lv_maxfcn
int lv_maxjac
int lv_mxiter
int errorCode
double[] lv_arma
int[] l_ar_lags
int[] l_ma_lags
int l_p
int l_q
int l_nobs
int l_mutual_ls
int l_init_arlag
int l_init_malag
double[] l_z
double[] l_ar_init
double[] l_ma_init
double[] l_residual
double[] l_autocov
double[] l_param_est_cov
double[] l_dev
double[] l_weight
double[] l_forecast
int l_center
int l_method
int l_mutual_est
int l_init_rel_error
int l_init_max_iter
int l_max_iterations
int l_length
int l_init_back
int l_max_fcn_evaluations
int l_init_conv_tol
int l_init_mean
int l_initial_est
int l_backward_origin
double l_relative_error
double l_tolerance
double l_convergence_tolerance
double l_rw_mean
double l_ss_residual
double l_confidence
double l_a_variance
com.imsl.stat.ARMA.ARMAInfo arma_info
boolean init_mean
int l_nobs
int l_maxIteration
int l_maxlag
int l_method
int ntimes
int ner
int init_conv_tol
int l_ar_method
int init_rel_error
int init_max_iter
int n_missing
double constant
double npar
double z_mean
double l_relative_error
double l_convergence_tolerance
int[] l_tpoints
int[] l_times
int[] miss_index
double[] l_z
double[] l_series
double[] resx
double[] l_ar
double[] l_ma
double[] index
double[] p_x
double[] temp_ptr
ARMA l_arma
double[][] l_f
double[] l_z
double[] l_ar
double[] l_ma
double[] l_alph
double[] l_hs
double[] l_g
double[] l_forecast
double[] l_dev
double[] l_psiWeights
double[] l_residuals
double l_confidence
double l_aic
double l_constant
double l_likelihood
double l_variance
double l_w_mean
double l_eps3
double l_eps4
double l_epsa
int l_q
int l_p
int l_nobs
int l_init_arlag
int l_init_malag
int l_maxIterations
int l_backwardOrigin
int l_init_mean
int iprint
boolean userInitialValues
boolean arSet
boolean maSet
boolean notComputed
boolean isComputed
boolean isForecasted
double[] l_z
int l_p
int l_q
int l_s
int l_d
int n_obs
double res_sigma
double[] res_series
double[] out_free_series
int[][] outlier_stat
int[] num_outliers
double l_delta
double l_critical
double l_epsilon
double l_relative_error
double l_confidence
double[] l_aic
double[] l_aicc
double[] l_bic
double[] l_parameters
double[] l_outfree_forecast
double[] l_outlier_forecast
double[] l_psi_weights
double[] l_dev
double[] sigma_arr
double[] tau_arr
double[] omega_arr
int[] l_model
double[] z
double aic
double aicc
double bic
int l_infoCriterion
double[] ar
int[] optD
int[] optS
double[] y
double[] ts
double[] par
int[][] sInit
int[][] dInit
int center
int nDifferences
int nLost
int maxlag
int arOrder
boolean exclude
boolean notComputed
boolean isComputed
boolean isForecasted
int n_obs
double[] res_sigma
double[] res_series
double[] out_free_series
int[][] outlier_stat
double[] omega
int[] num_outliers
double l_delta
double l_critical
double l_epsilon
double l_relativeError
double l_confidence
double[] l_aic
double[] l_aicc
double[] l_bic
double[] l_parameters
double[] l_outfree_forecast
double[] l_outlier_forecast
double[] l_psi_weights
double[] l_dev
int nObs
int nObsActual
int l_maxARLag
int l_infoCriterion
int[][] l_periods
int[][] l_orders
int[] optimumModel
double[] l_gapFreeSeries
int[] l_completeTimes
double[] l_x
int[] l_times
double[] data
double xmean
int maxlag
int nobs
int CPUs
double[] clevel
int[] iclson
int[] icrson
int npt
int errorCode
double[][] dist
int method
int transform
int l_user_freq
int l_user_wt
int l_nobs
int l_maxit
double[][] l_x
double[][] l_cm
double[][] l_swt
double[] l_freq
double[] l_wt
double[] l_wss
int[] l_ic1
int[] l_nc
int k
boolean mustCompute
double[][] startingCenters
int n_cat
int M
int N
double[][] data
int[] cat
int[] ucat
int distanceMethod
int l_nrows
int l_ncolumns
int l_degree_freedom
double l_chi_squared
double l_g_squared
double l_p_value2
double l_p_value
double[] l_table
double[] l_chi_squared_stats
double[] l_expected
double[] l_statistics
double[] l_chi_squared_contributions
int l_missingValueMethod
int l_nrows
int l_nvariables
int l_nrmiss
int l_sumfreq
double l_sum_weight
double[] l_x
double[] l_means
int[] l_incidenceMatrix
double[] user_weights
double[] user_freq
double[] dataX
double[] dataY
double meanX
double meanY
int maxlag
int nobs
int nlost
int nobsx
int imiss
int ndiff
int[] iord
int[] iper
boolean user_supplied_order
int errorCode
double[][] distanceMatrix
double[][] x
int[] indexArray
int distanceMethod
int distanceScale
int iRow
boolean indexSet
int NOBS
int nqprop
double[] Q
double[] XLo
double[] XHi
int nMissing
double AMACH3
double AMACH4
double AMACH8
int garchLags
int archLags
int[] meanModel
double[] data
double[] epsilon
double[] sigma2
double[][] xData
int T
ExtendedGARCH.Solver solver
boolean includeMean
int numberOfParameters
double[] parameters
double[] parameterUpperBounds
double[] parameterLowerBounds
ARMA arma
boolean mustEstimate
boolean initialConditionalVariance
int numberOfExogenousVars
int maxLag
double[] meanModelParameters
double finalLogLikelihood
Random randomObject
int maxEvaluations
double tolerance
int numberOfThreads
double[] initialSigma2
double[] values
double[][] COV
int NF
int NVAR
int NDF
int MAXIT
double[] UNIQ
double[] initUniqueVars
double EPS
double EPSE
int MAXSTP
int INIT
int IMTH
int IMTH1
int ICOV
double[] EVAL
double[][] EVEC
double[][] EVEC1
double[][] A
double[] STAT
double[] DER
boolean GOTVECTORS
double[][] inverseCovarianceMatrix
boolean uniqueVarsArrayDefined
private void readObject(ObjectInputStream stream) throws IOException, ClassNotFoundException
IOException
ClassNotFoundException
int[][] digitsY
int[] digitsN
int nSkip
int base
double logMean
double mean
double gMean
double shapeParameter
double scaleParameter
int l_p
int l_q
int l_m
double[] l_y
double[] l_xguess
double[] lv_coef_vector
double[] l_var
double l_a
double l_aic
double l_max_sigma
int want_confidence
int ns
int n_obs
int nforecast
int series_additive
int want_forecast
int nsamples
int params_user
int series_init
int incy
int nvars
double confidence
double[] y
double[] ysm
double[] f
double[] cov
double[] lxlb
double[] lxub
double[] params
double[][] sequences
boolean isComputed
boolean isSetNumberEval
com.imsl.stat.HoltWintersExponentialSmoothing.TS ts
CdfFunction cdf
double tolerance
int l_nb
int[] l_n
double[] l_ss
double[] l_alndet
double[] l_b
double[] l_covb
int l_it
int l_iq
int l_update
int l_ny
double[] l_t
double[] l_q
double[] l_y
double[] l_z
double[] l_r
double[] l_covv
double[] l_v
double l_tol
int[] fr
int[] cn
int ylen
double[] x
int nx
boolean have_censor
boolean have_freq
boolean isEvaluated
double[] dy
int nobs
int ncol
int responseIndex
int censorIndex
int frequencyIndex
int stratumIndex
int nStrata
int isrt
int nrmiss
int[] indkey
int[] iperm
int GroupIndex
boolean issorted
boolean censorcol
boolean freqcol
boolean stratumcol
boolean computed
boolean computed2
double[][] sprob
double[][] X
double[] wk
int[] atRisk
int[] nFailing
int[] TotalNumber
int[] TotalFailing
double[] ProductLimitLikelihood
double[] pdif
int numberMissing
int nTies
double[] pdif
int numberMissingX
int numberMissingY
int npop
int n
int[] ipop
int[] idth
double[][] table
double[] age
double[] a
int nVariables
int nObservations
int intcep
int ncoef
boolean hasIntercept
double[][] matrixR
double[] rhs
double sumY
double sumW
double sst
double dfe
double sse
double dfesv
double pcmsv
double pcpsv
double tmsv
double tpsv
double rank
boolean initialized
int nRank
int[] perm
int[] invPerm
boolean computeHouseholderQR
double[] coef
double[] stderr
double[] tstat
double[] pValue
double standardDeviation
double mean
int[] mt
int mti
long[] mt
int mti
double[][] dataX
double[][] dataY
int maxlag
int nobsX
int nobsY
int nchanX
int nchanY
double[] meanX
double[] meanY
int l_ngroups
int l_df
int l_user_alpha
double l_std_error
double l_alpha
double[] l_means
double mean
double stdDev
int l_nobs
int l_n
double[] l_x
double l_w
double l_max
double l_df
double l_chi
int code
int ner
double confLevMean
int ciMean
int return_Std
int t_Test
double t_Null
double confLevVar
int ci_Variance
int chi_Sqr_Test
double chi_Sqr_Null
double t
int t_df
double t_p_value
int chi_sqr_df
double chi_squared
double chi_sqr_p_value
double num
double denom
Summary summary
double[] data
boolean dirty
boolean equalVar
double confLevMean
double confLevVar
double tNull
double chiSqrNull
double[] data1
double[] data2
int data1_len
int data2_len
double x1_mean
double x2_mean
double x1_var
double x2_var
double x1_var_calc
double x2_var_calc
int x1_nobs
int x2_nobs
double pooledVar
double tval_eq
double pval_eq
int df_eq
double evCILowLimit
double evCIUpLimit
double lower_conf_common
double upper_conf_common
double tval_uneq
double pval_uneq
double df_uneq
double uvCILowLimit
double uvCIUpLimit
double fval
double fProb
double lowConfRatio
double UpConfRatio
double x1_miss
double x2_miss
double signx
double signy
double sdu
double[][] partialCovariances
int irank
int[] dependent
int df
double theta
int nvar
int nrow
int nrmiss
int ngroup
int nTotalObs
int[] ni
double[] sumwt
double[][] x
double[][] xmean
double[][] cov
boolean haveWt
boolean haveFrq
boolean haveCov
int[] groups
double[] weights
double[] frequencies
double[] d
double[] ob
double[] dif
double[][] xval
double[] sparam
int nobs
int nrow
int ncol
int nef
int[] ncoef
int irt
int icen
int ifrq
int ifix
int istrat
int maxit
int init
int itie
int maxcl
int[] nrmiss
int[] indkey
int[] iperm
int GroupIndex
int nclvar
int savedIterationCount
int cnt
boolean censorcol
boolean freqcol
boolean fixcol
boolean stratumcol
boolean parcol
boolean rtcol
boolean ltcol
boolean computed
boolean computed2
boolean WantHessian
boolean InitialEstSet
double[] SavedInitialEstimates
double[][] sprob
double[][] X
int[] nvef
int[] indef
int[] indcl
int[] nclval
double[] wk
double[] clval
double[][] coef
double[][] cov
double[] xmean
double[][] case_
double[] gr
int[] IGRP
int[] atRisk
int[] nFailing
int[] TotalNumber
int[] TotalFailing
double[] ProductLimitLikelihood
double ALGL
double eps
double ratio
Logger logger
boolean log
String nameClass
String nameMethod
String keyMessage
PrintMatrixString pms
PrintMatrixFormat pmf
PrintMatrixFormat pmf_exp
long seed
long multiplier
Random.BaseGenerator baseGenerator
int[] DUiwk
double[] DUwk
double[] probs
int dummyMethod
double[][] x
int nVariables
int nClassVariables
int nContinuousVariables
int[] classColumns
nClassVariables
containing
the indices of the class columns in the data matrix x.Map<K,V>[] classValues
nClassVariables
.
Each element contains a mapping from a double
to its
integer encoding.int[][] effects
int numberOfMissingRows
int nVariables
int nObservations
double[][] covMatrix
int icrit
int nsize
int nbest
int ngood
SelectionRegression.Statistics srStats
double pvalue
int nvar
int[][] ipi
int[] icritx
double[] crit
int[] ivarx
int[] indvar
int[] icoefx
double[][] coef
int ibest
int l_nobs
int l_npos
int l_ntie
int l_percentage_user
int l_percentile_user
double[] l_x
double l_percentage
double l_percentile
int nVariables
int nObservations
double pValueIn
double pValueOut
double tolerance
double[][] covMatrix
double[] hist
int[] iend
double[] aov
double[][] coef
double[][] covb
double[] swept
double[] xmean
int[] level
int nforce
int nstep
int istep
int invoke
ANOVA anova
boolean initFlag
boolean endFlag
boolean xmeanFlag
double[] coefEst
double[] stderr
double[] tstat
double[] pValue
int nObs
double sumx
double sumx2
double sumx3
double sumx4
double sumw
double min
double max
com.imsl.stat.OldSort.SortData sortd
double[] frq
int ifrq
double[][] ra
int n_keys
int[] indkeys
int ncol
int nrow
int[] iperm
int nIntervals
double[] xData
int xIntervals
int yIntervals
double[] xData
double[] yData
double[][] values
Date[] dates
Date startDate
long dateIncrement
boolean incrementInMillis
int[] timeIndex
int numMissing
int numSeries
int[][] missingIndicator
double[][] xdata
GregorianCalendar calendar
boolean hasDates
TimeSeriesOperations.CombineMethod combineMethod
TimeSeriesOperations.MergeRule mergeRule
TimeSeries ts
int[] ARModel
int[] MAModel
double[] ARConstants
double[] MAConstants
int[][] modelParameters
double[][] modelConstants
double[][] forecasts
double[] parameterEstimates
double[][] xData
int numVars
boolean trend
boolean center
boolean scale
boolean A0
int A0Indicator
int arLag
int maLag
int maxLag
int nT
int T
int K
double[][] y
int maxSteps
boolean mustEstimate
boolean mustSetUpModel
double[] residuals
NormTwoSample nts
WelchsTTest.Hypothesis hypo
int l_nobsx
int l_nobsy
int l_user_fuzz
int l_nmissx
int l_nmissy
double[] l_x
double[] l_y
double[] l_stat
double[] l_pvalues
double l_fuzz
double l_mann_whitney
double[] x
double[] guess
double[] parameterEstimates
ProbabilityDistribution pd
double mLogLikelihood
int maxIterations
boolean useAnalytic
boolean useClosedForm
boolean mustEstimate
double[][] hessianEstimate
Random randomGenerator
int numberOfParameters
int numberOfParameters
double[] rangeOfX
double initialLearning
double mean
double stdev
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