Index

A

abbreviation (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Response attribute) abbreviations (friendly_doe.doe_model.CoefficientsData attribute) acceptance_level (friendly_doe.design_space.DesignSpaceSettings attribute) add_design_information() (in module friendly_doe.worksheet) add_model_statistics() (in module friendly_doe.investigation_update) add_setpoint() (in module friendly_doe.investigation_update) alphaLevel (friendly_doe.doe_model.Settings attribute)

ANOVA (class in friendly_doe.doe_model) anova (friendly_doe.doe_model.ModelStatistics attribute) anova() (in module friendly_doe.fit_statistics) apiVersion (friendly_doe.doe_model.DoeSchema attribute) Auto (friendly_doe.doe_model.FitMethod attribute) autoScaleModifier (friendly_doe.doe_model.Scaling1 attribute) AxE (friendly_doe.doe_model.DesignType attribute) AxN (friendly_doe.doe_model.DesignType attribute) AxR (friendly_doe.doe_model.DesignType attribute)

B

BB (friendly_doe.doe_model.DesignType attribute)

blocks (friendly_doe.design_settings_model.DesignSettings attribute)

C

c1 (friendly_doe.doe_model.Constants attribute) c2 (friendly_doe.doe_model.Constants attribute) c3 (friendly_doe.doe_model.Constants attribute) CalculatedSetpoints (class in friendly_doe.doe_model) calculatedSetpoints (friendly_doe.doe_model.DoeSchema attribute) CandidateSet (class in friendly_doe.doe_model) candidateSet (friendly_doe.doe_model.DoeSchema attribute) CCC (friendly_doe.doe_model.DesignType attribute) CCF (friendly_doe.doe_model.DesignType attribute) CCO (friendly_doe.doe_model.DesignType attribute) centerPoints (friendly_doe.design_settings_model.DesignSettings attribute) Coefficients (class in friendly_doe.doe_model) coefficients (friendly_doe.doe_model.CoefficientsData attribute) (friendly_doe.doe_model.ModelStatistics attribute) (friendly_doe.doe_model.Settings attribute)

coefficients() (in module friendly_doe.fit_statistics) CoefficientsData (class in friendly_doe.doe_model) columns (friendly_doe.doe_model.Worksheet attribute) condition (friendly_doe.doe_model.OptimizationSettings attribute) condition_number (friendly_doe.design_functions.DesignStatistics attribute) conditionNumber (friendly_doe.doe_model.Summary attribute) confidence (friendly_doe.doe_model.CoefficientsData attribute) confidenceLevel (friendly_doe.doe_model.Predictions attribute) (friendly_doe.doe_model.Settings attribute) Constant (class in friendly_doe.doe_model) constant (friendly_doe.doe_model.ANOVA attribute) Constants (class in friendly_doe.doe_model) constants (friendly_doe.doe_model.Transform attribute) (friendly_doe.doe_model.Transform1 attribute) cubic (friendly_doe.doe_model.ModelType attribute) Custom (friendly_doe.doe_model.DesignType attribute)

D

data (friendly_doe.doe_model.CandidateSet attribute) (friendly_doe.doe_model.Worksheet attribute) dataclass_json_config (friendly_doe.design_space.DesignSpaceSettings attribute) Definitive_Screening (friendly_doe.doe_model.DesignType attribute) degrees_of_freedom (friendly_doe.design_functions.DesignStatistics attribute) deletedStudentized (friendly_doe.doe_model.Residuals attribute) derived (friendly_doe.doe_model.ResponseType attribute) Design (class in friendly_doe.doe_model) design (friendly_doe.doe_model.DoeSchema attribute) design_space_estimation() (in module friendly_doe.design_space) DesignSettings (class in friendly_doe.design_settings_model) DesignSpaceSettings (class in friendly_doe.design_space)

DesignStatistics (class in friendly_doe.design_functions) DesignType (class in friendly_doe.doe_model) desirabilityWeight (friendly_doe.doe_model.OptimizationSettings attribute) DF (friendly_doe.doe_model.Constant attribute) (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.PureError attribute) (friendly_doe.doe_model.Regression attribute) (friendly_doe.doe_model.Residual attribute) (friendly_doe.doe_model.Total attribute) (friendly_doe.doe_model.TotalCorrected attribute) Doehlert (friendly_doe.doe_model.DesignType attribute) DoeSchema (class in friendly_doe.doe_model) DOpt (friendly_doe.doe_model.DesignType attribute)

E

excluded (friendly_doe.doe_model.Model1 attribute)

exp (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ResponseTransformType attribute)

F

F (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.Regression attribute) Factor (class in friendly_doe.doe_model) factor_rank (friendly_doe.design_space.DesignSpaceSettings attribute) factor_values (friendly_doe.design_space.DesignSpaceSettings attribute) factorContribution (friendly_doe.doe_model.FactorSetting attribute) factorPrecision (friendly_doe.doe_model.Precision attribute) factors (friendly_doe.design_space.DesignSpaceSettings attribute) (friendly_doe.doe_model.DoeSchema attribute) FactorSetting (class in friendly_doe.doe_model) FactorSetting1 (class in friendly_doe.doe_model) factorSettings (friendly_doe.doe_model.FavoriteSetpoint attribute) (friendly_doe.doe_model.OptimalSetpoint attribute) (friendly_doe.doe_model.RobustSetpoint attribute) FactorTransformType (class in friendly_doe.doe_model) FactorType (class in friendly_doe.doe_model) FAVORITE (friendly_doe.investigation_update.SetpointType attribute) FavoriteSetpoint (class in friendly_doe.doe_model) favoriteSetpoint (friendly_doe.doe_model.CalculatedSetpoints attribute) FF2 (friendly_doe.doe_model.DesignType attribute) FF3 (friendly_doe.doe_model.DesignType attribute) FFM (friendly_doe.doe_model.DesignType attribute) FFR_III (friendly_doe.doe_model.DesignType attribute) FFR_IV (friendly_doe.doe_model.DesignType attribute) FFR_V (friendly_doe.doe_model.DesignType attribute)

field_ (friendly_doe.doe_model.DesignType attribute) (friendly_doe.doe_model.Objective1 attribute) filler (friendly_doe.doe_model.FactorType attribute) fit_models() (in module friendly_doe.fit_mlr) FitMethod (class in friendly_doe.doe_model) fitMethod (friendly_doe.doe_model.Model attribute) formulation (friendly_doe.doe_model.FactorType attribute) friendly_doe.design_functions module friendly_doe.design_settings_model module friendly_doe.design_space module friendly_doe.doe_model module friendly_doe.fit_mlr module friendly_doe.fit_statistics module friendly_doe.investigation_update module friendly_doe.robust_setpoint module friendly_doe.worksheet module

G

g_efficiency (friendly_doe.design_functions.DesignStatistics attribute) Generalized_Subset_Designs (friendly_doe.doe_model.DesignType attribute) generate_worksheet_as_dataframe() (in module friendly_doe.worksheet)

get_all_coefficients() (in module friendly_doe.fit_statistics) get_available_designs_info() (in module friendly_doe.design_functions) get_default_model() (in module friendly_doe.investigation_update) grid_point_simulations (friendly_doe.design_space.DesignSpaceSettings attribute)

I

i_optimality (friendly_doe.design_functions.DesignStatistics attribute) interaction (friendly_doe.doe_model.ModelType attribute)

intervalType (friendly_doe.doe_model.Predictions attribute) (friendly_doe.doe_model.Settings attribute)

J

J2 (friendly_doe.doe_model.DesignType attribute)

L

L18 (friendly_doe.doe_model.DesignType attribute) L27 (friendly_doe.doe_model.DesignType attribute) L36 (friendly_doe.doe_model.DesignType attribute) L9 (friendly_doe.doe_model.DesignType attribute) lack_of_fit (friendly_doe.doe_model.ANOVA attribute) LackOfFit (class in friendly_doe.doe_model) Levels (friendly_doe.doe_model.DesignType attribute) linear (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ModelType attribute) (friendly_doe.doe_model.ResponseTransformType attribute)

linear_quadratic (friendly_doe.doe_model.ModelType attribute) log (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ResponseTransformType attribute) log_determinant (friendly_doe.design_functions.DesignStatistics attribute) logD (friendly_doe.doe_model.PredictedResponseItem attribute) logit (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ResponseTransformType attribute)

M

max (friendly_doe.doe_model.Objective attribute) midRange (friendly_doe.doe_model.ScalingType attribute) min (friendly_doe.doe_model.Objective attribute) MLR (friendly_doe.doe_model.FitMethod attribute) Model (class in friendly_doe.doe_model) model (friendly_doe.doe_model.DoeSchema attribute) Model1 (class in friendly_doe.doe_model) model_config (friendly_doe.design_settings_model.DesignSettings attribute) (friendly_doe.doe_model.ANOVA attribute) (friendly_doe.doe_model.CalculatedSetpoints attribute) (friendly_doe.doe_model.CandidateSet attribute) (friendly_doe.doe_model.Coefficients attribute) (friendly_doe.doe_model.CoefficientsData attribute) (friendly_doe.doe_model.Constant attribute) (friendly_doe.doe_model.Constants attribute) (friendly_doe.doe_model.Design attribute) (friendly_doe.doe_model.DoeSchema attribute) (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.FactorSetting attribute) (friendly_doe.doe_model.FactorSetting1 attribute) (friendly_doe.doe_model.FavoriteSetpoint attribute) (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.Model attribute) (friendly_doe.doe_model.Model1 attribute) (friendly_doe.doe_model.ModelStatistics attribute) (friendly_doe.doe_model.Objective attribute) (friendly_doe.doe_model.OptimalSetpoint attribute) (friendly_doe.doe_model.OptimizationSettings attribute) (friendly_doe.doe_model.Precision attribute) (friendly_doe.doe_model.PredictedResponseItem attribute) (friendly_doe.doe_model.PredictedResponseItem1 attribute) (friendly_doe.doe_model.Predictions attribute) (friendly_doe.doe_model.PureError attribute) (friendly_doe.doe_model.Regression attribute) (friendly_doe.doe_model.Residual attribute) (friendly_doe.doe_model.Residuals attribute) (friendly_doe.doe_model.Response attribute) (friendly_doe.doe_model.RobustSetpoint attribute) (friendly_doe.doe_model.Scaling attribute) (friendly_doe.doe_model.Scaling1 attribute) (friendly_doe.doe_model.Settings attribute) (friendly_doe.doe_model.Summary attribute) (friendly_doe.doe_model.Total attribute) (friendly_doe.doe_model.TotalCorrected attribute) (friendly_doe.doe_model.Transform attribute) (friendly_doe.doe_model.Transform1 attribute) (friendly_doe.doe_model.Worksheet attribute)

models (friendly_doe.doe_model.DoeSchema attribute) ModelStatistics (class in friendly_doe.doe_model) modelStatistics (friendly_doe.doe_model.Model1 attribute) ModelType (class in friendly_doe.doe_model) modelValidity (friendly_doe.doe_model.Summary attribute) module friendly_doe.design_functions friendly_doe.design_settings_model friendly_doe.design_space friendly_doe.doe_model friendly_doe.fit_mlr friendly_doe.fit_statistics friendly_doe.investigation_update friendly_doe.robust_setpoint friendly_doe.worksheet MS (friendly_doe.doe_model.Constant attribute) (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.PureError attribute) (friendly_doe.doe_model.Regression attribute) (friendly_doe.doe_model.Residual attribute) (friendly_doe.doe_model.Total attribute) (friendly_doe.doe_model.TotalCorrected attribute) multilevel (friendly_doe.doe_model.FactorType attribute)

N

name (friendly_doe.doe_model.DoeSchema attribute) (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.FactorSetting attribute) (friendly_doe.doe_model.FactorSetting1 attribute) (friendly_doe.doe_model.PredictedResponseItem attribute) (friendly_doe.doe_model.PredictedResponseItem1 attribute) (friendly_doe.doe_model.Response attribute) names (friendly_doe.doe_model.CoefficientsData attribute)

negLog (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ResponseTransformType attribute) norm_log_determinant (friendly_doe.design_functions.DesignStatistics attribute) normalDistributionProbabilities (friendly_doe.doe_model.Residuals attribute) normalDistributionSamples (friendly_doe.doe_model.Residuals attribute) normalized (friendly_doe.doe_model.Coefficients attribute) normalOperatingRange (friendly_doe.doe_model.Precision attribute) numDecimals (friendly_doe.doe_model.Precision attribute)

O

Objective (class in friendly_doe.doe_model) objective (friendly_doe.doe_model.DoeSchema attribute) (friendly_doe.doe_model.OptimizationSettings attribute) Objective1 (class in friendly_doe.doe_model) OnionDOpt (friendly_doe.doe_model.DesignType attribute) OPTIMAL (friendly_doe.investigation_update.SetpointType attribute)

OptimalSetpoint (class in friendly_doe.doe_model) optimalSetpoint (friendly_doe.doe_model.CalculatedSetpoints attribute) optimization (friendly_doe.doe_model.Objective1 attribute) OptimizationSettings (class in friendly_doe.doe_model) optimizationSettings (friendly_doe.doe_model.Response attribute) orthogonal (friendly_doe.doe_model.ScalingType attribute)

P

p (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.Regression attribute) PB (friendly_doe.doe_model.DesignType attribute) PB_SS (friendly_doe.doe_model.DesignType attribute) PLS (friendly_doe.doe_model.FitMethod attribute) power (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ResponseTransformType attribute) (friendly_doe.doe_model.Settings attribute) Precision (class in friendly_doe.doe_model) precision (friendly_doe.doe_model.Factor attribute) predict() (in module friendly_doe.fit_statistics)

predict_transform() (in module friendly_doe.fit_statistics) predict_with_confidence() (in module friendly_doe.fit_statistics) predictedResponse (friendly_doe.doe_model.FavoriteSetpoint attribute) (friendly_doe.doe_model.OptimalSetpoint attribute) (friendly_doe.doe_model.RobustSetpoint attribute) PredictedResponseItem (class in friendly_doe.doe_model) PredictedResponseItem1 (class in friendly_doe.doe_model) Predictions (class in friendly_doe.doe_model) predictions (friendly_doe.doe_model.DoeSchema attribute) pure_error (friendly_doe.doe_model.ANOVA attribute) PureError (class in friendly_doe.doe_model)

Q

q2 (friendly_doe.doe_model.Summary attribute) quadratic (friendly_doe.doe_model.ModelType attribute)

qualitative (friendly_doe.doe_model.FactorType attribute) quantitative (friendly_doe.doe_model.FactorType attribute)

R

r2 (friendly_doe.doe_model.Settings attribute) (friendly_doe.doe_model.Summary attribute) raw (friendly_doe.doe_model.Residuals attribute) RCCC (friendly_doe.doe_model.DesignType attribute) RCCF (friendly_doe.doe_model.DesignType attribute) RED_MUP (friendly_doe.doe_model.DesignType attribute) Regression (class in friendly_doe.doe_model) regression (friendly_doe.doe_model.ANOVA attribute) regular (friendly_doe.doe_model.ResponseType attribute) replicatedDesigns (friendly_doe.design_settings_model.DesignSettings attribute) replicatedRuns (friendly_doe.design_settings_model.DesignSettings attribute) replicates (friendly_doe.doe_model.ModelStatistics attribute) replicates() (in module friendly_doe.fit_statistics) replicateTolerance (friendly_doe.doe_model.Settings attribute) reproducibility (friendly_doe.doe_model.Summary attribute) Residual (class in friendly_doe.doe_model) residual (friendly_doe.doe_model.ANOVA attribute) Residuals (class in friendly_doe.doe_model)

residuals (friendly_doe.doe_model.ModelStatistics attribute) (friendly_doe.doe_model.Settings attribute) residuals() (in module friendly_doe.fit_statistics) resolution (friendly_doe.design_space.DesignSpaceSettings attribute) Response (class in friendly_doe.doe_model) response (friendly_doe.doe_model.Model1 attribute) responses (friendly_doe.design_space.DesignSpaceSettings attribute) (friendly_doe.doe_model.DoeSchema attribute) ResponseTransformType (class in friendly_doe.doe_model) ResponseType (class in friendly_doe.doe_model) ROBUST (friendly_doe.investigation_update.SetpointType attribute) robust_setpoint() (in module friendly_doe.robust_setpoint) robust_verification (friendly_doe.doe_model.Objective1 attribute) RobustSetpoint (class in friendly_doe.doe_model) robustSetpoint (friendly_doe.doe_model.CalculatedSetpoints attribute) RobustSetpointException RSR (friendly_doe.doe_model.DesignType attribute) RSS (friendly_doe.doe_model.DesignType attribute) runs (friendly_doe.design_settings_model.DesignSettings attribute)

S

scaledAndCentered (friendly_doe.doe_model.Coefficients attribute) Scaling (class in friendly_doe.doe_model) scaling (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Response attribute) Scaling1 (class in friendly_doe.doe_model) ScalingType (class in friendly_doe.doe_model) Scheffé_MLR (friendly_doe.doe_model.FitMethod attribute) screening (friendly_doe.doe_model.Objective1 attribute) SD (friendly_doe.doe_model.Constant attribute) (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.PureError attribute) (friendly_doe.doe_model.Regression attribute) (friendly_doe.doe_model.Residual attribute) (friendly_doe.doe_model.TotalCorrected attribute) setpoints (friendly_doe.doe_model.DoeSchema attribute) SetpointType (class in friendly_doe.investigation_update) Settings (class in friendly_doe.doe_model) settings (friendly_doe.doe_model.Design attribute) (friendly_doe.doe_model.DoeSchema attribute) (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Model attribute)

SimC (friendly_doe.doe_model.DesignType attribute) SimF (friendly_doe.doe_model.DesignType attribute) SimM (friendly_doe.doe_model.DesignType attribute) SimSC (friendly_doe.doe_model.DesignType attribute) special_cubic (friendly_doe.doe_model.ModelType attribute) SS (friendly_doe.doe_model.Constant attribute) (friendly_doe.doe_model.LackOfFit attribute) (friendly_doe.doe_model.PureError attribute) (friendly_doe.doe_model.Regression attribute) (friendly_doe.doe_model.Residual attribute) (friendly_doe.doe_model.Total attribute) (friendly_doe.doe_model.TotalCorrected attribute) Stability (friendly_doe.doe_model.DesignType attribute) standardized (friendly_doe.doe_model.Residuals attribute) starDistance (friendly_doe.design_settings_model.DesignSettings attribute) Summary (class in friendly_doe.doe_model) summary (friendly_doe.doe_model.ModelStatistics attribute) summary_of_fit() (in module friendly_doe.fit_statistics) system_characterization (friendly_doe.doe_model.Objective1 attribute)

T

target (friendly_doe.doe_model.Objective attribute) terms (friendly_doe.doe_model.Model1 attribute) toleranceProportion (friendly_doe.doe_model.Predictions attribute) (friendly_doe.doe_model.Settings attribute) Total (class in friendly_doe.doe_model) total (friendly_doe.doe_model.ANOVA attribute) total_corrected (friendly_doe.doe_model.ANOVA attribute) TotalCorrected (class in friendly_doe.doe_model) Transform (class in friendly_doe.doe_model) transform (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Response attribute)

Transform1 (class in friendly_doe.doe_model) type (friendly_doe.doe_model.Design attribute) (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Model attribute) (friendly_doe.doe_model.Objective attribute) (friendly_doe.doe_model.Response attribute) (friendly_doe.doe_model.Scaling attribute) (friendly_doe.doe_model.Scaling1 attribute) (friendly_doe.doe_model.Transform attribute) (friendly_doe.doe_model.Transform1 attribute) typed_coefficients() (in module friendly_doe.fit_statistics)

U

unit (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Response attribute) unitVariance (friendly_doe.doe_model.ScalingType attribute)

unscaled (friendly_doe.doe_model.Coefficients attribute) update_worksheet_from_frame() (in module friendly_doe.investigation_update) use_factor_precision (friendly_doe.design_space.DesignSpaceSettings attribute) use_model_error (friendly_doe.design_space.DesignSpaceSettings attribute)

V

value (friendly_doe.doe_model.FactorSetting attribute) (friendly_doe.doe_model.FactorSetting1 attribute) (friendly_doe.doe_model.PredictedResponseItem attribute) (friendly_doe.doe_model.PredictedResponseItem1 attribute)

W

Worksheet (class in friendly_doe.doe_model)

worksheet (friendly_doe.doe_model.DoeSchema attribute)