friendly doe documentation

friendly_doe is a user-friendly library for using MODDE’s doe calculations.

Contents:

• generate design worksheet
  • add_design_information()
  • generate_worksheet_as_dataframe()
• designs list
  • DesignStatistics
  • get_available_designs_info()
  • DesignSettings
• fit mlr
  • fit_models()
  • anova()
  • coefficients()
  • get_all_coefficients()
  • predict()
  • predict_transform()
  • predict_with_confidence()
  • replicates()
  • residuals()
  • summary_of_fit()
  • typed_coefficients()
• Update Investigation
  • SetpointType
  • add_model_statistics()
  • add_setpoint()
  • get_default_model()
  • update_worksheet_from_frame()
• desing space calulation
  • DesignSpaceSettings
  • design_space_estimation()
  • RobustSetpointException
  • robust_setpoint()
• doe model
  • ANOVA
  • CalculatedSetpoints
  • CandidateSet
  • Coefficients
  • CoefficientsData
  • Constant
  • Constants
  • Design
  • DesignType
  • DoeSchema
  • Factor
  • FactorSetting
  • FactorSetting1
  • FactorTransformType
  • FactorType
  • FavoriteSetpoint
  • FitMethod
  • LackOfFit
  • Model
  • Model1
  • ModelStatistics
  • ModelType
  • Objective
  • Objective1
  • OptimalSetpoint
  • OptimizationSettings
  • Precision
  • PredictedResponseItem
  • PredictedResponseItem1
  • Predictions
  • PureError
  • Regression
  • Residual
  • Residuals
  • Response
  • ResponseTransformType
  • ResponseType
  • RobustSetpoint
  • Scaling
  • Scaling1
  • ScalingType
  • Settings
  • Summary
  • Total
  • TotalCorrected
  • Transform
  • Transform1
  • Worksheet