RegressionReportValues — obtain a list of possible report values

Ellipsoid — primitive for ellipsoidal values

Options

RegressionReport — values to include in output

Weights — weight values for data

Linear and Nonlinear Report Values

BestFitParameters — parameter estimates

FitResiduals — residual error in fitted values

ANOVATable  ▪  BestFit  ▪  EstimatedVariance  ▪  HatDiagonal  ▪  MeanPredictionCITable  ▪  ParameterCITable  ▪  ParameterConfidenceRegion  ▪  ParameterTable  ▪  PredictedResponse  ▪  SinglePredictionCITable  ▪  StandardizedResiduals  ▪  SummaryReport

Linear Report Values

CovarianceMatrix — covariances between fitted parameters

RSquared — squared multiple correlation coefficient

AdjustedRSquared  ▪  BestFitParametersDelta  ▪  CatcherMatrix  ▪  CoefficientOfVariation  ▪  CookD  ▪  CorrelationMatrix  ▪  CovarianceMatrixDetRatio  ▪  DurbinWatsonD  ▪  EigenstructureTable  ▪  JackknifedVariance  ▪  PartialSumOfSquares  ▪  PredictedResponseDelta  ▪  SequentialSumOfSquares  ▪  StudentizedResiduals  ▪  VarianceInflation

Nonlinear Report Values

AsymptoticCovarianceMatrix — approximate covariances between fitted parameters

FitCurvatureTable — curvature diagnostics

AsymptoticCorrelationMatrix  ▪  ParameterBias  ▪  StartingParameters