Index

A

abbreviation (friendly_doe.doe_model.Factor attribute) (friendly_doe.doe_model.Response attribute) acceptance_level (friendly_doe.design_space.DesignSpaceSettings attribute) add_design_information() (in module friendly_doe.worksheet) alphaLevel (friendly_doe.doe_model.Settings 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) calculate_coefficients() (in module friendly_doe.fit_statistics) 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 (friendly_doe.doe_model.Settings attribute)

coefficients() (in module friendly_doe.fit_statistics) columns (friendly_doe.doe_model.Worksheet attribute) condition (friendly_doe.doe_model.OptimizationSettings attribute) condition_number (friendly_doe.design_functions.DesignStatistics attribute) confidenceLevel (friendly_doe.doe_model.Predictions attribute) (friendly_doe.doe_model.Settings 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) 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) 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

Factor (class in friendly_doe.doe_model) factor_rank (friendly_doe.design_space.DesignSpaceSettings attribute) factor_values (friendly_doe.design_space.DesignSpaceSettings attribute) factorPrecision (friendly_doe.doe_model.Precision attribute) factors (friendly_doe.design_space.DesignSpaceSettings attribute) (friendly_doe.doe_model.DoeSchema attribute) FactorTransformType (class in friendly_doe.doe_model) FactorType (class in friendly_doe.doe_model) 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.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_available_designs_info() (in module friendly_doe.design_functions) 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) 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) 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.CandidateSet 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.Model attribute) (friendly_doe.doe_model.Model1 attribute) (friendly_doe.doe_model.Objective attribute) (friendly_doe.doe_model.OptimizationSettings attribute) (friendly_doe.doe_model.Precision attribute) (friendly_doe.doe_model.Predictions attribute) (friendly_doe.doe_model.Response attribute) (friendly_doe.doe_model.Scaling attribute) (friendly_doe.doe_model.Scaling1 attribute) (friendly_doe.doe_model.Setpoints attribute) (friendly_doe.doe_model.Settings 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) ModelType (class in friendly_doe.doe_model) 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.robust_setpoint friendly_doe.worksheet 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.Response attribute) negLog (friendly_doe.doe_model.FactorTransformType attribute) (friendly_doe.doe_model.ResponseTransformType attribute)

norm_log_determinant (friendly_doe.design_functions.DesignStatistics 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)

optimalSetpoint (friendly_doe.doe_model.Setpoints 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

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) Predictions (class in friendly_doe.doe_model) predictions (friendly_doe.doe_model.DoeSchema attribute)

Q

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) RCCC (friendly_doe.doe_model.DesignType attribute) RCCF (friendly_doe.doe_model.DesignType attribute) RED_MUP (friendly_doe.doe_model.DesignType 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() (in module friendly_doe.fit_statistics) replicateTolerance (friendly_doe.doe_model.Settings attribute) residuals (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_setpoint() (in module friendly_doe.robust_setpoint) robust_verification (friendly_doe.doe_model.Objective1 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

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) Setpoints (class in friendly_doe.doe_model) setpoints (friendly_doe.doe_model.DoeSchema attribute) 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) Stability (friendly_doe.doe_model.DesignType attribute) starDistance (friendly_doe.design_settings_model.DesignSettings 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) 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)

U

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

unitVariance (friendly_doe.doe_model.ScalingType attribute) use_factor_precision (friendly_doe.design_space.DesignSpaceSettings attribute) use_model_error (friendly_doe.design_space.DesignSpaceSettings attribute)

W

Worksheet (class in friendly_doe.doe_model)

worksheet (friendly_doe.doe_model.DoeSchema attribute)