Library Reference

Page Hierarchy

• • Todo List
  • Deprecated List

Class Hierarchy

• • Namespace gwm
    • Struct GLMDiagnostic
    • Struct GWRGeneralizedDiagnostic
    • Struct IBandwidthSelectable
    • Struct IMultivariableAnalysis
    • Struct IMultivariateAnalysis
    • Struct IParallelCudaEnabled
    • Struct IParallelizable
    • Struct IParallelMpiEnabled
    • Struct IParallelOpenmpEnabled
    • Struct IRegressionAnalysis
    • Struct ITelegram
    • Struct IVarialbeSelectable
    • Struct RegressionDiagnostic
    • Class Algorithm
    • Class BandwidthSelector
    • Class BandwidthWeight
    • Class BinomialModel
    • Class CRSDistance
      • Struct CRSDistance::Parameter
    • Class CRSSTDistance
    • Class Distance
      • Struct Distance::Parameter
    • Class DMatDistance
      • Struct DMatDistance::Parameter
    • Class GeneralizedLinearModel
    • Class GTDR
    • Class GTDRBandwidthOptimizer
      • Struct GTDRBandwidthOptimizer::Parameter
    • Class GTWR
      • Struct GTWR::Parameter
    • Class GWAverage
    • Class GWCorrelation
    • Class GWDA
    • Class GWPCA
    • Class GWRBase
    • Class GWRBasic
    • Class GWRGeneralized
    • Class GWRLocalCollinearity
    • Class GWRMultiscale
    • Class GWRRobust
    • Class GWRScalable
      • Struct GWRScalable::LoocvParams
    • Class LinearModel
    • Class Logger
    • Class MinkwoskiDistance
    • Class OneDimDistance
      • Struct OneDimDistance::Parameter
    • Class PoissonModel
    • Class SpatialAlgorithm
    • Class SpatialMonoscaleAlgorithm
    • Class SpatialMultiscaleAlgorithm
    • Class SpatialWeight
    • Class VariableForwardSelector
    • Class Weight
    • Enum ParallelType
    • Enum Status
  • Struct curange
  • Template Struct cutraits
  • Struct ISpatialCudaEnabled
  • Class cubase
  • Class cubatched
  • Class cumat
  • Class cuop
  • Class cuop_diagmul
  • Class cuop_inv
  • Template Class cuop_matmul
  • Template Class cuop_matmul< A, B, cubase::Type::Mat, cubase::Type::Mat >
  • Template Class cuop_trans
  • Class custride
  • Template Class cuview
  • Template Class cuview< custride >
  • Class GWRBasicGpuTask
  • Class IGWRBasicGpuTask
  • Class StdTelegram

File Hierarchy

• • Directory include
    • Directory gwmodelcuda
      • File GWRBasicGpuTask.h
      • File IGWRBasicGpuTask.h
      • File StdTelegram.h
    • Directory gwmodelpp
      • Directory spatialweight
        • Directory cuda
          • File BandwidthWeightKernel.h
          • File CRSDistanceKernel.h
          • File ISpatialCudaEnabled.h
        • File BandwidthWeight.h
        • File CRSDistance.h
        • File CRSSTDistance.h
        • File Distance.h
        • File DMatDistance.h
        • File MinkwoskiDistance.h
        • File OneDimDistance.h
        • File SpatialWeight.h
        • File Weight.h
      • Directory utils
        • File armampi.h
        • File CudaUtils.h
        • File cumat.hpp
      • File Algorithm.h
      • File BandwidthSelector.h
      • File BinomialModel.h
      • File GeneralizedLinearModel.h
      • File GTDR.h
      • File GTWR.h
      • File GWAverage.h
      • File GWCorrelation.h
      • File GWDA.h
      • File GWPCA.h
      • File GWRBase.h
      • File GWRBasic.h
      • File GWRGeneralized.h
      • File GWRLocalCollinearity.h
      • File GWRMultiscale.h
      • File GWRRobust.h
      • File GWRScalable.h
      • File IBandwidthSelectable.h
      • File IMultivariableAnalysis.h
      • File IParallelizable.h
      • File IRegressionAnalysis.h
      • File IVarialbeSelectable.h
      • File LinearModel.h
      • File Logger.h
      • File PoissonModel.h
      • File RegressionDiagnostic.h
      • File SpatialAlgorithm.h
      • File SpatialMonoscaleAlgorithm.h
      • File SpatialMultiscaleAlgorithm.h
      • File Status.h
      • File VariableForwardSelector.h
    • File armadillo_config.h
    • File gwmodel.h

Full API

Namespaces

• Namespace gwm
  • Classes
  • Enums
  • Functions
  • Typedefs

Classes and Structs

• Struct curange
  • Struct Documentation
    • curange
      • start
      • end

• Template Struct cutraits
  • Struct Documentation
    • cutraits
      • type
      • op

• Struct CRSDistance::Parameter
  • Nested Relationships
  • Inheritance Relationships
    • Base Type
  • Struct Documentation
    • gwm::CRSDistance::Parameter
      • Parameter()
      • focusPoints
      • dataPoints

• Struct Distance::Parameter
  • Nested Relationships
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::Distance::Parameter
      • Parameter()
      • total

• Struct DMatDistance::Parameter
  • Nested Relationships
  • Inheritance Relationships
    • Base Type
  • Struct Documentation
    • gwm::DMatDistance::Parameter
      • Parameter()
      • rowSize

• Struct GLMDiagnostic
  • Struct Documentation
    • gwm::GLMDiagnostic
      • GLMDiagnostic()
      • GLMDiagnostic()
      • NullDev
      • Dev
      • AIC
      • AICc
      • RSquare

• Struct GTDRBandwidthOptimizer::Parameter
  • Nested Relationships
  • Struct Documentation
    • gwm::GTDRBandwidthOptimizer::Parameter
      • instance
      • bandwidths
      • featureCount

• Struct GTWR::Parameter
  • Nested Relationships
  • Struct Documentation
    • gwm::GTWR::Parameter
      • instance
      • bandwidth
      • lambda

• Struct GWRGeneralizedDiagnostic
  • Struct Documentation
    • gwm::GWRGeneralizedDiagnostic
      • GWRGeneralizedDiagnostic()
      • GWRGeneralizedDiagnostic()
      • RSS
      • AIC
      • AICc
      • RSquare

• Struct GWRScalable::LoocvParams
  • Nested Relationships
  • Struct Documentation
    • gwm::GWRScalable::LoocvParams
      • x
      • y
      • polynomial
      • Mx0
      • My0

• Struct IBandwidthSelectable
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IBandwidthSelectable
      • getCriterion()
      • infoBandwidthCriterion()
      • infoBandwidthCriterion()

• Struct IMultivariableAnalysis
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IMultivariableAnalysis
      • variables()
      • setVariables()
      • run()

• Struct IMultivariateAnalysis
  • Inheritance Relationships
    • Derived Type
  • Struct Documentation
    • gwm::IMultivariateAnalysis
      • variables1()
      • setVariables1()
      • variables2()
      • setVariables2()
      • run()

• Struct IParallelCudaEnabled
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IParallelCudaEnabled
      • setGPUId()
      • setGroupSize()

• Struct IParallelizable
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IParallelizable
      • parallelAbility()
      • parallelType()
      • setParallelType()

• Struct IParallelMpiEnabled
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IParallelMpiEnabled
      • workerId()
      • setWorkerId()
      • setWorkerNum()

• Struct IParallelOpenmpEnabled
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IParallelOpenmpEnabled
      • setOmpThreadNum()

• Struct IRegressionAnalysis
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IRegressionAnalysis
      • dependentVariable()
      • setDependentVariable()
      • independentVariables()
      • setIndependentVariables()
      • hasIntercept()
      • setHasIntercept()
      • predict()
      • fit()
      • diagnostic()

• Struct ITelegram
  • Inheritance Relationships
    • Derived Type
  • Struct Documentation
    • gwm::ITelegram
      • LogLevel
        • LOG_EMERG
        • LOG_ALERT
        • LOG_CRIT
        • LOG_ERR
        • LOG_WARNING
        • LOG_NOTICE
        • LOG_INFO
        • LOG_DEBUG
      • ~ITelegram()
      • print()
      • progress()
      • progress()
      • stop()

• Struct IVarialbeSelectable
  • Inheritance Relationships
    • Derived Types
  • Struct Documentation
    • gwm::IVarialbeSelectable
      • getCriterion()
      • selectedVariables()
      • infoVariableCriterion()
      • infoVariableCriterion()

• Struct OneDimDistance::Parameter
  • Nested Relationships
  • Inheritance Relationships
    • Base Type
  • Struct Documentation
    • gwm::OneDimDistance::Parameter
      • Parameter()
      • focusPoints
      • dataPoints

• Struct RegressionDiagnostic
  • Struct Documentation
    • gwm::RegressionDiagnostic
      • RSS
      • AIC
      • AICc
      • ENP
      • EDF
      • RSquare
      • RSquareAdjust

• Struct ISpatialCudaEnabled
  • Struct Documentation
    • ISpatialCudaEnabled
      • useCuda()
      • setUseCuda()
      • prepareCuda()

• Class cubase
  • Inheritance Relationships
    • Derived Types
  • Class Documentation
    • cubase
      • Type
        • Base
        • Op
        • Mat
        • Stride
        • Batched
      • Init
        • None
        • Zero
      • cubase()
      • cubase()
      • ~cubase()
      • nbytes()
      • dmem()
      • get()
      • create_handle()
      • destory_handle()
      • handle
      • alpha1
      • beta0
      • beta1
      • op
      • type
      • mIsRelease
      • dMem

• Class cubatched
  • Class Documentation
    • cubatched
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • cubatched()
      • ~cubatched()
      • darray()
      • nrows()
      • ncols()
      • nbatch()
      • inv()
      • op
      • type

• Class cumat
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • cumat
      • cumat()
      • cumat()
      • cumat()
      • cumat()
      • cumat()
      • cumat()
      • cumat()
      • ~cumat()
      • nbytes()
      • t()
      • resize()
      • operator=()
      • operator=()
      • operator=()
      • operator=()
      • operator=()
      • operator*()
      • as_stride()
      • diagmul()
      • nrows()
      • ncols()
      • op
      • type
      • mRows
      • mCols

• Class cuop
  • Inheritance Relationships
    • Derived Type
  • Class Documentation
    • cuop
      • Op
        • Origin
        • Trans

• Class cuop_diagmul
  • Class Documentation
    • cuop_diagmul
      • cuop_diagmul()
      • nrows()
      • ncols()
      • eval()

• Class cuop_inv
  • Class Documentation
    • cuop_inv
      • cuop_inv()
      • nrows()
      • ncols()
      • nstrides()
      • eval()

• Template Class cuop_matmul
  • Class Documentation
    • cuop_matmul
      • cuop_matmul()
      • getStrides()
      • getStrideSize()
      • getStrides()
      • getStrides()
      • getStrides()
      • getStrides()
      • nrows()
      • ncols()
      • nstrides()
      • eval()

• Template Class cuop_matmul< A, B, cubase::Type::Mat, cubase::Type::Mat >
  • Class Documentation
    • cuop_matmul< A, B, cubase::Type::Mat, cubase::Type::Mat >
      • cuop_matmul()
      • nrows()
      • ncols()
      • eval()

• Template Class cuop_trans
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • cuop_trans
      • cuop_trans()
      • cuop_trans()
      • dmem()
      • nrows()
      • ncols()
      • operator*()
      • ori
      • op
      • type

• Class custride
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • custride
      • custride()
      • custride()
      • custride()
      • custride()
      • custride()
      • custride()
      • custride()
      • custride()
      • ~custride()
      • nbytes()
      • nrows()
      • ncols()
      • nstrides()
      • nstrideSize()
      • nstrideBytes()
      • strides()
      • strides()
      • t()
      • inv()
      • operator*()
      • operator=()
      • operator=()
      • op
      • type
      • mRows
      • mCols
      • mStrides

• Template Class cuview
  • Class Documentation
    • cuview
      • cuview()
      • type
      • op
      • mSrc

• Template Class cuview< custride >
  • Class Documentation
    • cuview< custride >
      • cuview()
      • nrows()
      • ncols()
      • nstrides()
      • nstrideSize()
      • nstrideBytes()
      • nbytes()
      • dmem()
      • get()
      • operator=()
      • operator=()
      • operator=()
      • operator=()
      • t()
      • type
      • op
      • mSrc
      • mStrides

• Class Algorithm
  • Inheritance Relationships
    • Derived Type
  • Class Documentation
    • gwm::Algorithm
      • Algorithm()
      • ~Algorithm()
      • telegram()
      • setTelegram()
      • debug()
      • status()
      • isValid()
      • setStatus()
      • mTelegram
      • mStatus

• Class BandwidthSelector
  • Class Documentation
    • gwm::BandwidthSelector
      • BandwidthSelector()
      • BandwidthSelector()
      • ~BandwidthSelector()
      • bandwidth()
      • setBandwidth()
      • lower()
      • setLower()
      • upper()
      • setUpper()
      • bandwidthCriterion()
      • optimize()

• Class BandwidthWeight
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::BandwidthWeight
      • KernelFunctionType
        • Gaussian
        • Exponential
        • Bisquare
        • Tricube
        • Boxcar
      • KernelFunction
      • BandwidthWeight()
      • BandwidthWeight()
      • BandwidthWeight()
      • BandwidthWeight()
      • clone()
      • weight()
      • bandwidth()
      • setBandwidth()
      • adaptive()
      • setAdaptive()
      • kernel()
      • setKernel()
      • GaussianKernelFunction()
      • ExponentialKernelFunction()
      • BisquareKernelFunction()
      • TricubeKernelFunction()
      • BoxcarKernelFunction()
      • KernelFunctionTypeNameMapper
      • BandwidthTypeNameMapper
      • Kernel

• Class BinomialModel
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::BinomialModel
      • BinomialModel()
      • initialize()
      • variance()
      • linkinv()
      • devResids()
      • aic()
      • muEta()
      • valideta()
      • validmu()
      • linkfun()
      • muStart()
      • weights()
      • getY()
      • setMuStart()
      • setY()
      • setWeight()
      • mMuStart
      • mY
      • mWeight
      • y_log_y()

• Class CRSDistance
  • Nested Relationships
    • Nested Types
  • Inheritance Relationships
    • Base Type
    • Derived Type
  • Class Documentation
    • gwm::CRSDistance
      • CRSDistance()
      • CRSDistance()
      • CRSDistance()
      • ~CRSDistance()
      • clone()
      • type()
      • geographic()
      • setGeographic()
      • makeParameter()
      • distance()
      • maxDistance()
      • minDistance()
      • SpatialDistance()
      • EuclideanDistance()
      • SpGcdist()
      • mGeographic
      • mParameter
      • gwm::CRSDistance::Parameter
        • Parameter()
        • focusPoints
        • dataPoints

• Class CRSSTDistance
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::CRSSTDistance
      • CalculatorType
      • CRSSTDistance()
      • CRSSTDistance()
      • CRSSTDistance()
      • CRSSTDistance()
      • clone()
      • type()
      • makeParameter()
      • distance()
      • minDistance()
      • maxDistance()
      • spatialDistance()
      • temporalDistance()
      • lambda()
      • setLambda()
      • angle()
      • setAngle()
      • OrthogonalSTDistance()
      • ObliqueSTDistance()
      • mSpatialDistance
      • mTemporalDistance
      • mLambda
      • mAngle

• Class Distance
  • Nested Relationships
    • Nested Types
  • Inheritance Relationships
    • Derived Types
  • Class Documentation
    • gwm::Distance
      • DistanceType
        • CRSDistance
        • MinkwoskiDistance
        • DMatDistance
        • OneDimDistance
        • CRSSTDistance
      • ~Distance()
      • clone()
      • type()
      • parameter()
      • makeParameter()
      • distance()
      • maxDistance()
      • minDistance()
      • TypeNameMapper
      • gwm::Distance::Parameter
        • Parameter()
        • total

• Class DMatDistance
  • Nested Relationships
    • Nested Types
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::DMatDistance
      • DMatDistance()
      • DMatDistance()
      • clone()
      • type()
      • dMatFile()
      • setDMatFile()
      • makeParameter()
      • distance()
      • maxDistance()
      • minDistance()
      • gwm::DMatDistance::Parameter
        • Parameter()
        • rowSize

• Class GeneralizedLinearModel
  • Class Documentation
    • gwm::GeneralizedLinearModel
      • GeneralizedLinearModel()
      • fit()
      • setX()
      • setY()
      • setFamily()
      • dev()
      • nullDev()
      • aic()
      • isCanceled()
      • setCanceled()
      • checkCanceled()
      • mX
      • mY
      • mWeight
      • mFamily
      • mEpsilon
      • mMaxit
      • mIntercept
      • mOffset
      • mModel
      • mMuStart
      • mDev
      • mResiduals
      • mNullDev
      • mAIC
      • mIsCanceled

• Class GTDR
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GTDR
      • BandwidthCriterionType
        • CV
        • AIC
      • PredictCalculator
      • FitCalculator
      • BandwidthCriterionCalculator
      • IndepVarCriterionCalculator
      • GTDR()
      • GTDR()
      • ~GTDR()
      • betas()
      • hasHatMatrix()
      • setHasHatMatrix()
      • spatialWeights()
      • setSpatialWeights()
      • enableBandwidthOptimize()
      • setEnableBandwidthOptimize()
      • bandwidthOptimizeEps()
      • setBandwidthOptimizeEps()
      • bandwidthOptimizeMaxIter()
      • setBandwidthOptimizeMaxIter()
      • bandwidthOptimizeStep()
      • setBandwidthOptimizeStep()
      • bandwidthCriterionType()
      • setBandwidthCriterionType()
      • enableIndpenVarSelect()
      • setEnableIndepVarSelect()
      • indepVarSelectThreshold()
      • setIndepVarSelectThreshold()
      • indepVarCriterionList()
      • selectedIndepVars()
      • betasSE()
      • sHat()
      • qDiag()
      • s()
      • isValid()
      • dependentVariable()
      • setDependentVariable()
      • independentVariables()
      • setIndependentVariables()
      • hasIntercept()
      • setHasIntercept()
      • diagnostic()
      • predict()
      • fit()
      • getCriterion()
      • selectedVariables()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • bandwidthCriterion()
      • CalcDiagnostic()
      • Fitted()
      • RSS()
      • AICc()
      • predictSerial()
      • fitSerial()
      • bandwidthCriterionAICSerial()
      • bandwidthCriterionCVSerial()
      • indepVarCriterionSerial()

• Class GTDRBandwidthOptimizer
  • Nested Relationships
    • Nested Types
  • Class Documentation
    • gwm::GTDRBandwidthOptimizer
      • GTDRBandwidthOptimizer()
      • optimize()
      • criterion_function()
      • infoBandwidthCriterion()
      • infoBandwidthCriterion()
      • gwm::GTDRBandwidthOptimizer::Parameter
        • instance
        • bandwidths
        • featureCount

• Class GTWR
  • Nested Relationships
    • Nested Types
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GTWR
      • BandwidthSelectionCriterionType
        • AIC
        • CV
      • PredictCalculator
      • FitCalculator
      • BandwidthSelectionCriterionCalculator
      • IndepVarsSelectCriterionCalculator
      • getLambda()
      • getAngle()
      • GTWR()
      • GTWR()
      • ~GTWR()
      • isAutoselectBandwidth()
      • setIsAutoselectBandwidth()
      • bandwidthSelectionCriterion()
      • setBandwidthSelectionCriterion()
      • bandwidthSelectionCriterionList()
      • hasHatMatrix()
      • setHasHatMatrix()
      • setCoords()
      • betasSE()
      • sHat()
      • qDiag()
      • s()
      • isValid()
      • predict()
      • fit()
      • getCriterion()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • setIsAutoselectLambda()
      • setIsAutoselectLambdaBw()
      • infoLambdaCriterion()
      • infoLambdaCriterion()
      • BandwidthSelectionCriterionTypeNameMapper
      • isStoreS()
      • createPredictionDistanceParameter()
      • createDistanceParameter()
      • lambdaAutoSelection()
      • r_squareByLambda()
      • lambdaBwAutoSelection()
      • criterionByLambdaBw()
      • mHasHatMatrix
      • mHasFTest
      • mHasPredict
      • mIsAutoselectBandwidth
      • mIsAutoselectLambda
      • mIsAutoselectLambdaBw
      • mBandwidthSelectionCriterion
      • mBandwidthSelectionCriterionFunction
      • mBandwidthSelectionCriterionList
      • mBandwidthLastCriterion
      • mPredictFunction
      • mFitFunction
      • mParallelType
      • mOmpThreadNum
      • mBetasSE
      • mSHat
      • mQDiag
      • mS
      • vTimes
      • mStdistance
      • criterion_function()
      • gwm::GTWR::Parameter
        • instance
        • bandwidth
        • lambda

• Class GWAverage
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWAverage
      • SummaryCalculator
      • GWAverage()
      • GWAverage()
      • ~GWAverage()
      • quantile()
      • setQuantile()
      • localMean()
      • localSDev()
      • localSkewness()
      • localCV()
      • localVar()
      • localMedian()
      • iqr()
      • qi()
      • isValid()
      • variables()
      • setVariables()
      • run()
      • calibration()
      • createCalibrationDistanceParameter()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • updateCalculator()
      • del()
      • rank()
      • findq()

• Class GWCorrelation
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWCorrelation
      • BandwidthInitilizeType
        • Null
        • Initial
        • Specified
      • BandwidthSelectionCriterionType
        • CV
        • AIC
      • SummaryCalculator
      • BandwidthSizeCriterionFunction
      • BandwidthSelectionCriterionCalculator
      • GWCorrelation()
      • ~GWCorrelation()
      • localMean()
      • localSDev()
      • localSkewness()
      • localCV()
      • localVar()
      • localCov()
      • localCorr()
      • localSCorr()
      • isAutoselectBandwidth()
      • bandwidthInitilize()
      • setBandwidthInitilize()
      • bandwidthSelectionApproach()
      • setBandwidthSelectionApproach()
      • bandwidthSizeCriterionVar()
      • getCriterion()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • isValid()
      • variables2()
      • setVariables2()
      • variables1()
      • setVariables1()
      • run()
      • calibration()
      • covwt()
      • corwt()
      • rank()
      • del()
      • BandwidthInitilizeTypeNameMapper
      • BandwidthSelectionCriterionTypeNameMapper
      • bandwidth()

• Class GWDA
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWDA
      • DiscriminantAnalysisCalculator
      • GWDA()
      • GWDA()
      • ~GWDA()
      • isWqda()
      • setIsWqda()
      • hasCov()
      • setHascov()
      • hasMean()
      • setHasmean()
      • hasPrior()
      • setHasprior()
      • correctRate()
      • res()
      • group()
      • probs()
      • pmax()
      • entropy()
      • wqda()
      • wlda()
      • splitX()
      • wMean()
      • wVarCov()
      • wPrior()
      • levels()
      • shannonEntropy()
      • findSameString()
      • ytable()
      • isValid()
      • variables()
      • setVariables()
      • setGroup()
      • run()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • covwtmat()
      • covwt()
      • corwt()

• Class GWPCA
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWPCA
      • GWPCA()
      • GWPCA()
      • ~GWPCA()
      • keepComponents()
      • setKeepComponents()
      • localPV()
      • loadings()
      • sdev()
      • scores()
      • variables()
      • setVariables()
      • run()
      • isValid()

• Class GWRBase
  • Inheritance Relationships
    • Base Types
    • Derived Types
  • Class Documentation
    • gwm::GWRBase
      • GWRBase()
      • GWRBase()
      • ~GWRBase()
      • betas()
      • dependentVariable()
      • setDependentVariable()
      • independentVariables()
      • setIndependentVariables()
      • hasIntercept()
      • setHasIntercept()
      • diagnostic()
      • isValid()
      • Fitted()
      • RSS()
      • AICc()
      • mX
      • mY
      • mBetas
      • mHasIntercept
      • mDiagnostic

• Class GWRBasic
  • Inheritance Relationships
    • Base Types
    • Derived Type
  • Class Documentation
    • gwm::GWRBasic
      • BandwidthSelectionCriterionType
        • AIC
        • CV
      • PredictCalculator
      • FitCalculator
      • FitCoreCalculator
      • FitCoreSHatCalculator
      • FitCoreCVCalculator
      • BandwidthSelectionCriterionCalculator
      • IndepVarsSelectCriterionCalculator
      • GWRBasic()
      • GWRBasic()
      • ~GWRBasic()
      • isAutoselectBandwidth()
      • setIsAutoselectBandwidth()
      • bandwidthSelectionCriterion()
      • setBandwidthSelectionCriterion()
      • setGoldenUpperBounds()
      • setGoldenLowerBounds()
      • isAutoselectIndepVars()
      • setIsAutoselectIndepVars()
      • indepVarSelectionThreshold()
      • setIndepVarSelectionThreshold()
      • indepVarsSelectionCriterionList()
      • bandwidthSelectionCriterionList()
      • hasHatMatrix()
      • setHasHatMatrix()
      • betasSE()
      • sHat()
      • qDiag()
      • s()
      • c()
      • isStoreS()
      • isStoreC()
      • setStoreS()
      • setStoreC()
      • isValid()
      • predict()
      • fit()
      • getCriterion()
      • selectedVariables()
      • indepVarsSelectionCriterion()
      • getCriterion()
      • bandwidthSizeCriterionCV()
      • bandwidthSizeCriterionAIC()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • setGPUId()
      • setGroupSize()
      • workerId()
      • setWorkerId()
      • setWorkerNum()
      • BandwidthSelectionCriterionTypeNameMapper
      • createPredictionDistanceParameter()
      • mHasHatMatrix
      • mHasFTest
      • mHasPredict
      • mIsAutoselectIndepVars
      • mIndepVarSelectionThreshold
      • mIndepVarsSelectionCriterionFunction
      • mIndepVarsSelectionCriterionList
      • mSelectedIndepVars
      • mIndepVarSelectionProgressTotal
      • mIndepVarSelectionProgressCurrent
      • mIsAutoselectBandwidth
      • mBandwidthSelectionCriterion
      • mBandwidthSelectionCriterionFunction
      • mBandwidthSelectionCriterionList
      • mBandwidthLastCriterion
      • mGoldenUpperBounds
      • mGoldenLowerBounds
      • mPredictFunction
      • mFitFunction
      • mFitCoreFunction
      • mFitCoreSHatFunction
      • mFitCoreCVFunction
      • mParallelType
      • mOmpThreadNum
      • mGroupLength
      • mGpuId
      • mWorkerId
      • mWorkerNum
      • mWorkRangeSize
      • mWorkRange
      • mBetasSE
      • mSHat
      • mQDiag
      • mS
      • mC
      • mStoreS
      • mStoreC

• Class GWRGeneralized
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWRGeneralized
      • Family
        • Poisson
        • Binomial
      • BandwidthSelectionCriterionType
        • AIC
        • CV
      • BandwidthSelectCriterionFunction
      • GGWRfitFunction
      • CalWtFunction
      • GWRGeneralized()
      • ~GWRGeneralized()
      • getCriterion()
      • predict()
      • fit()
      • fit()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • getFamily()
      • setFamily()
      • getTol()
      • setTol()
      • getMaxiter()
      • setMaxiter()
      • getWtMat1()
      • getWtMat2()
      • getDiagnostic()
      • getGLMDiagnostic()
      • setBandwidthSelectionCriterionType()
      • bandwidthSelectorCriterions()
      • bandwidthSelectionCriterionType()
      • autoselectBandwidth()
      • setIsAutoselectBandwidth()
      • regressionData()
      • setRegressionData()
      • hasHatMatrix()
      • setHasHatMatrix()
      • hasRegressionData()
      • setHasRegressionData()
      • mBandwidthSelectionCriterionList
      • gwPredict()
      • gwFit()
      • dpois()
      • dbinom()
      • lchoose()
      • lgammafn()
      • CiMat()
      • fitPoissonSerial()
      • fitBinomialSerial()
      • diag()
      • PoissonWtSerial()
      • BinomialWtSerial()
      • CalGLMModel()
      • mFamily
      • mTol
      • mMaxiter
      • mHasHatMatrix
      • mHasRegressionData
      • mBetasSE
      • mShat
      • mS
      • mGwDev
      • mRegressionData
      • mWtMat1
      • mWtMat2
      • mDiagnostic
      • mGLMDiagnostic
      • mWt2
      • myAdj
      • mLLik
      • mGGWRfitFunction
      • mCalWtFunction
      • mIsAutoselectBandwidth
      • mBandwidthSelectionCriterionType
      • mBandwidthSelectCriterionFunction
      • mBandwidthSizeSelector
      • mBandwidthLastCriterion
      • mParallelType
      • mOmpThreadNum

• Class GWRLocalCollinearity
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWRLocalCollinearity
      • BandwidthSelectionCriterionType
        • CV
      • BandwidthSelectionCriterionCalculator
      • FitCalculator
      • PredictCalculator
      • GWRLocalCollinearity()
      • ~GWRLocalCollinearity()
      • cnThresh()
      • setCnThresh()
      • lambda()
      • setLambda()
      • hasHatMatrix()
      • setHasHatMatrix()
      • lambdaAdjust()
      • setLambdaAdjust()
      • dialnostic()
      • localCN()
      • localLambda()
      • isAutoselectBandwidth()
      • setIsAutoselectBandwidth()
      • bandwidthSelectionCriterionList()
      • bandwidthSelectionCriterion()
      • setBandwidthSelectionCriterion()
      • getCriterion()
      • fit()
      • predict()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • CalcDiagnostic()
      • ridgelm()
      • mBandwidthSelectionCriterionList
      • mBandwidthSelectionCriterion
      • mBandwidthSelectionCriterionFunction
      • mBandwidthLastCriterion

• Class GWRMultiscale
  • Inheritance Relationships
    • Base Types
  • Class Documentation
    • gwm::GWRMultiscale
      • BandwidthInitilizeType
        • Null
        • Initial
        • Specified
      • BandwidthSelectionCriterionType
        • CV
        • AIC
      • BackFittingCriterionType
        • CVR
        • dCVR
      • BandwidthSizeCriterionFunction
      • FitVarFunction
      • FitVarCoreFunction
      • FitVarCoreCVFunction
      • FitVarCoreSHatFunction
      • GWRMultiscale()
      • GWRMultiscale()
      • ~GWRMultiscale()
      • setGoldenUpperBounds()
      • setGoldenLowerBounds()
      • bandwidthInitilize()
      • setBandwidthInitilize()
      • bandwidthSelectionApproach()
      • setBandwidthSelectionApproach()
      • preditorCentered()
      • setPreditorCentered()
      • bandwidthSelectThreshold()
      • setBandwidthSelectThreshold()
      • hasHatMatrix()
      • setHasHatMatrix()
      • bandwidthSelectRetryTimes()
      • setBandwidthSelectRetryTimes()
      • maxIteration()
      • setMaxIteration()
      • criterionType()
      • setCriterionType()
      • criterionThreshold()
      • setCriterionThreshold()
      • adaptiveLower()
      • setAdaptiveLower()
      • betas()
      • bandwidthSizeCriterionVar()
      • isValid()
      • setSpatialWeights()
      • getCriterion()
      • dependentVariable()
      • setDependentVariable()
      • independentVariables()
      • setIndependentVariables()
      • hasIntercept()
      • setHasIntercept()
      • diagnostic()
      • predict()
      • fit()
      • parallelAbility()
      • parallelType()
      • setParallelType()
      • setOmpThreadNum()
      • setGPUId()
      • setGroupSize()
      • workerId()
      • setWorkerId()
      • setWorkerNum()
      • BandwidthInitilizeTypeNameMapper
      • BandwidthSelectionCriterionTypeNameMapper
      • BackFittingCriterionTypeNameMapper
      • treeChildCount
      • bandwidth()
      • fitInitial()
      • backfitting()
      • fitVarBase()
      • bandwidthSizeCriterionVarCVBase()
      • bandwidthSizeCriterionVarAICBase()
      • fitVarCoreSerial()
      • fitVarCoreCVSerial()
      • fitVarCoreSHatSerial()

• Class GWRRobust
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::GWRRobust
      • GWRRobust()
      • ~GWRRobust()
      • filtered()
      • setFiltered()
      • predict()
      • fit()
      • regressionHatmatrix()
      • setParallelType()
      • robustGWRCaliFirst()
      • robustGWRCaliSecond()
      • filtWeight()
      • createPredictionDistanceParameter()

• Class GWRScalable
  • Nested Relationships
    • Nested Types
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::GWRScalable
      • BandwidthSelectionCriterionType
        • AIC
        • CV
      • GWRScalable()
      • ~GWRScalable()
      • polynomial()
      • setPolynomial()
      • cv()
      • scale()
      • penalty()
      • hasHatMatrix()
      • setHasHatMatrix()
      • parameterOptimizeCriterion()
      • setParameterOptimizeCriterion()
      • isValid()
      • fit()
      • predict()
      • Loocv()
      • AICvalue()
      • gwm::GWRScalable::LoocvParams
        • x
        • y
        • polynomial
        • Mx0
        • My0

• Class LinearModel
  • Inheritance Relationships
    • Derived Types
  • Class Documentation
    • gwm::LinearModel
      • initialize()
      • variance()
      • linkinv()
      • devResids()
      • aic()
      • muEta()
      • valideta()
      • validmu()
      • linkfun()
      • muStart()
      • weights()
      • getY()
      • setMuStart()
      • setY()
      • setWeight()

• Class Logger
  • Inheritance Relationships
    • Base Type
    • Derived Type
  • Class Documentation
    • gwm::Logger
      • Logger()
      • ~Logger()
      • print()
      • progress()
      • progress()
      • stop()

• Class MinkwoskiDistance
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::MinkwoskiDistance
      • MinkwoskiDistance()
      • MinkwoskiDistance()
      • MinkwoskiDistance()
      • clone()
      • type()
      • poly()
      • setPoly()
      • theta()
      • setTheta()
      • distance()
      • CoordinateRotate()
      • ChessDistance()
      • ManhattonDist()
      • MinkwoskiDist()

• Class OneDimDistance
  • Nested Relationships
    • Nested Types
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::OneDimDistance
      • OneDimDistance()
      • OneDimDistance()
      • OneDimDistance()
      • clone()
      • type()
      • makeParameter()
      • distance()
      • noAbsdistance()
      • maxDistance()
      • minDistance()
      • AbstractDistance()
      • mParameter
      • gwm::OneDimDistance::Parameter
        • Parameter()
        • focusPoints
        • dataPoints

• Class PoissonModel
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • gwm::PoissonModel
      • PoissonModel()
      • initialize()
      • variance()
      • linkinv()
      • devResids()
      • aic()
      • muEta()
      • valideta()
      • validmu()
      • linkfun()
      • muStart()
      • weights()
      • getY()
      • setMuStart()
      • setY()
      • setWeight()
      • mMuStart
      • mY
      • mWeight

• Class SpatialAlgorithm
  • Inheritance Relationships
    • Base Type
    • Derived Types
  • Class Documentation
    • gwm::SpatialAlgorithm
      • SpatialAlgorithm()
      • SpatialAlgorithm()
      • ~SpatialAlgorithm()
      • coords()
      • setCoords()
      • isValid()
      • mCoords

• Class SpatialMonoscaleAlgorithm
  • Inheritance Relationships
    • Base Type
    • Derived Types
  • Class Documentation
    • gwm::SpatialMonoscaleAlgorithm
      • SpatialMonoscaleAlgorithm()
      • SpatialMonoscaleAlgorithm()
      • ~SpatialMonoscaleAlgorithm()
      • spatialWeight()
      • setSpatialWeight()
      • createDistanceParameter()
      • mSpatialWeight

• Class SpatialMultiscaleAlgorithm
  • Inheritance Relationships
    • Base Type
    • Derived Types
  • Class Documentation
    • gwm::SpatialMultiscaleAlgorithm
      • SpatialMultiscaleAlgorithm()
      • SpatialMultiscaleAlgorithm()
      • ~SpatialMultiscaleAlgorithm()
      • spatialWeights()
      • setSpatialWeights()
      • createDistanceParameter()
      • mSpatialWeights

• Class SpatialWeight
  • Class Documentation
    • gwm::SpatialWeight
      • SpatialWeight()
      • SpatialWeight()
      • SpatialWeight()
      • SpatialWeight()
      • SpatialWeight()
      • ~SpatialWeight()
      • weight()
      • setWeight()
      • setWeight()
      • setWeight()
      • weight()
      • distance()
      • setDistance()
      • setDistance()
      • setDistance()
      • distance()
      • operator=()
      • operator=()
      • weightVector()
      • isValid()
      • weight()
      • distance()
      • distance()
      • distance()
      • distance()
      • distance()

• Class VariableForwardSelector
  • Class Documentation
    • gwm::VariableForwardSelector
      • VariableForwardSelector()
      • VariableForwardSelector()
      • ~VariableForwardSelector()
      • indepVars()
      • setIndepVars()
      • threshold()
      • setThreshold()
      • optimize()
      • indepVarsCriterion()
      • index2uvec()

• Class Weight
  • Inheritance Relationships
    • Derived Type
  • Class Documentation
    • gwm::Weight
      • WeightType
        • BandwidthWeight
      • Weight()
      • ~Weight()
      • clone()
      • weight()
      • TypeNameMapper

• Class GWRBasicGpuTask
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • GWRBasicGpuTask
      • GWRBasicGpuTask()
      • GWRBasicGpuTask()
      • GWRBasicGpuTask()
      • ~GWRBasicGpuTask()
      • operator=()
      • setX()
      • setY()
      • setCoords()
      • setPredictLocations()
      • setDistanceType()
      • setCRSDistanceGergraphic()
      • setMinkwoskiDistancePoly()
      • setMinkwoskiDistanceTheta()
      • setBandwidthSize()
      • setBandwidthAdaptive()
      • setBandwidthKernel()
      • enableBandwidthOptimization()
      • enableVariablesOptimization()
      • betas()
      • betasSE()
      • shat1()
      • shat2()
      • qDiag()
      • sRows()
      • s()
      • diagnosticRSS()
      • diagnosticAIC()
      • diagnosticAICc()
      • diagnosticENP()
      • diagnosticEDF()
      • diagnosticRSquare()
      • diagnosticRSquareAdjust()
      • optimizedBandwidth()
      • selectedVarSize()
      • selectedVar()
      • variableSelectionCriterionSize()
      • variableSelectionCriterionItemVarSize()
      • variableSelectionCriterionItemVar()
      • variableSelectionCriterionItemValue()
      • fit()
      • predict()

• Class IGWRBasicGpuTask
  • Inheritance Relationships
    • Derived Type
  • Class Documentation
    • IGWRBasicGpuTask
      • setX()
      • setY()
      • setCoords()
      • setPredictLocations()
      • setDistanceType()
      • setCRSDistanceGergraphic()
      • setMinkwoskiDistancePoly()
      • setMinkwoskiDistanceTheta()
      • setBandwidthSize()
      • setBandwidthAdaptive()
      • setBandwidthKernel()
      • enableBandwidthOptimization()
      • enableVariablesOptimization()
      • betas()
      • betasSE()
      • shat1()
      • shat2()
      • qDiag()
      • sRows()
      • s()
      • diagnosticRSS()
      • diagnosticAIC()
      • diagnosticAICc()
      • diagnosticENP()
      • diagnosticEDF()
      • diagnosticRSquare()
      • diagnosticRSquareAdjust()
      • optimizedBandwidth()
      • selectedVarSize()
      • selectedVar()
      • variableSelectionCriterionSize()
      • variableSelectionCriterionItemVarSize()
      • variableSelectionCriterionItemVar()
      • variableSelectionCriterionItemValue()
      • fit()
      • predict()

• Class StdTelegram
  • Inheritance Relationships
    • Base Type
  • Class Documentation
    • StdTelegram
      • StdTelegram()
      • ~StdTelegram()
      • stop()
      • print()
      • progress()
      • progress()

Enums

• Enum ParallelType
  • Enum Documentation
    • ParallelType
      • SerialOnly
      • OpenMP
      • CUDA
      • MPI
      • MPI_Serial
      • MPI_MP
      • MPI_CUDA

• Enum Status
  • Enum Documentation
    • Status
      • Success
      • Terminated

Functions

• Function _cudaGetErrorEnum(cudaError_t)
  • Function Documentation
    • _cudaGetErrorEnum()

• Function _cudaGetErrorEnum(cublasStatus_t)
  • Function Documentation
    • _cudaGetErrorEnum()

• Template Function check
  • Function Documentation
    • check()

• Function eu_dist_cuda
  • Function Documentation
    • eu_dist_cuda()

• Function gw_weight_cuda
  • Function Documentation
    • gw_weight_cuda()

• Function gwm::strjoin
  • Function Documentation
    • strjoin()

• Function GWRBasicGpuTask_Del
  • Function Documentation
    • GWRBasicGpuTask_Del()

• Function GWRBasicGpuTaskFit_Create
  • Function Documentation
    • GWRBasicGpuTaskFit_Create()

• Function GWRBasicGpuTaskPredict_Create
  • Function Documentation
    • GWRBasicGpuTaskPredict_Create()

• Function mat_mul_mpi
  • Function Documentation
    • mat_mul_mpi()

• Function pdc
  • Function Documentation
    • pdc()

• Function pdm
  • Function Documentation
    • pdm()

• Function print
  • Function Documentation
    • print()

• Function sp_dist_cuda
  • Function Documentation
    • sp_dist_cuda()

Defines

• Define checkCudaErrors
  • Define Documentation
    • checkCudaErrors

• Define DEVICE_RESET
  • Define Documentation
    • DEVICE_RESET

• Define GWM_LOG_DEBUG
  • Define Documentation
    • GWM_LOG_DEBUG

• Define GWM_LOG_ERROR
  • Define Documentation
    • GWM_LOG_ERROR

• Define GWM_LOG_INFO
  • Define Documentation
    • GWM_LOG_INFO

• Define GWM_LOG_MGWR_BACKFITTING
  • Define Documentation
    • GWM_LOG_MGWR_BACKFITTING

• Define GWM_LOG_PROGRESS
  • Define Documentation
    • GWM_LOG_PROGRESS

• Define GWM_LOG_PROGRESS_PERCENT
  • Define Documentation
    • GWM_LOG_PROGRESS_PERCENT

• Define GWM_LOG_STAGE
  • Define Documentation
    • GWM_LOG_STAGE

• Define GWM_LOG_STOP_BREAK
  • Define Documentation
    • GWM_LOG_STOP_BREAK

• Define GWM_LOG_STOP_CONTINUE
  • Define Documentation
    • GWM_LOG_STOP_CONTINUE

• Define GWM_LOG_STOP_RETURN
  • Define Documentation
    • GWM_LOG_STOP_RETURN

• Define GWM_LOG_TAG_BANDWIDTH_CIRTERION
  • Define Documentation
    • GWM_LOG_TAG_BANDWIDTH_CIRTERION

• Define GWM_LOG_TAG_GWCORR_INITIAL_BW
  • Define Documentation
    • GWM_LOG_TAG_GWCORR_INITIAL_BW

• Define GWM_LOG_TAG_LAMBDA_OPTIMIZATION
  • Define Documentation
    • GWM_LOG_TAG_LAMBDA_OPTIMIZATION

• Define GWM_LOG_TAG_MGWR_BACKFITTING
  • Define Documentation
    • GWM_LOG_TAG_MGWR_BACKFITTING

• Define GWM_LOG_TAG_MGWR_INITIAL_BW
  • Define Documentation
    • GWM_LOG_TAG_MGWR_INITIAL_BW

• Define GWM_LOG_TAG_STAGE
  • Define Documentation
    • GWM_LOG_TAG_STAGE

• Define GWM_LOG_TAG_VARIABLE_CRITERION
  • Define Documentation
    • GWM_LOG_TAG_VARIABLE_CRITERION

• Define GWM_LOG_WARNNING
  • Define Documentation
    • GWM_LOG_WARNNING

• Define GWM_LOGGING
  • Define Documentation
    • GWM_LOGGING

• Define GWM_MPI_MASTER_BEGIN
  • Define Documentation
    • GWM_MPI_MASTER_BEGIN

• Define GWM_MPI_MASTER_END
  • Define Documentation
    • GWM_MPI_MASTER_END

• Define GWM_MPI_MASTER_WORKER_SWITCH
  • Define Documentation
    • GWM_MPI_MASTER_WORKER_SWITCH

• Define GWM_MPI_UWORD
  • Define Documentation
    • GWM_MPI_UWORD

• Define GWM_MPI_WORKER_BEGIN
  • Define Documentation
    • GWM_MPI_WORKER_BEGIN

• Define GWM_MPI_WORKER_END
  • Define Documentation
    • GWM_MPI_WORKER_END

• Define GWMODELCUDA_API
  • Define Documentation
    • GWMODELCUDA_API

Typedefs

• Typedef gwm::BandwidthCriterionList
  • Typedef Documentation
    • BandwidthCriterionList

• Typedef gwm::DistParamVariant
  • Typedef Documentation
    • DistParamVariant

• Typedef gwm::VariablesCriterionList
  • Typedef Documentation
    • VariablesCriterionList