COLOR LEGEND

COMPLETE (NA JUNIT)

COMPLETE with JUNIT

COMPLETE without JUNIT yet

COMPLETE with JUNIT only

IN-PROGRESS (for coming 1-3 days)

TO-DO

*NOTE: TO-DO list might grow as new features and unforeseen tasks emerge.

 

PROGRESS TRACKING

Data loading and storage

• RegressionDataLoader
  • double X and Y separate arrays importing
  • double X and Y as single array importing
  • updating X and Y independently
  • validateSampleData
  • setting of column of 1's (hasIntercept)
• Regression interface
• RegressionData interface
  • RegressionRawData
• StatisticsMatrix

OLS Regression component

• OLSRegression
  • User interface class for below classes
• OLSEstimators
  • estimateRegressionParameters
  • estimateRegressionParametersVariance
  • estimateRegressionParametersStandardErrors
• OLSResiduals
  • estimateResiduals
  • estimateErrorVariance
  • estimateRegressionStandardError
  • estimateRegressandVariance

GLS Regression component

• GLSRegression
  • User interface class for below classes
• GLSEstimators
  • estimateRegressionParameters
  • estimateRegressionParametersVariance
  • estimateRegressionParametersStandardErrors
• GLSResiduals
  • estimateResiduals
  • estimateErrorVariance
  • estimateRegressionStandardError
  • estimateRegressandVariance

Logistic Regression component

• LogisticRegression
  • User interface class for below classes
• LogisticEstimators
  • estimateRegressionParameters
  • estimateRegressionParametersVariance
  • estimateRegressionParametersStandardErrors
• LogisticResiduals
  • estimateResiduals
  • estimateErrorVariance
  • estimateRegressionStandardError
  • estimateRegressandVariance

Parent Regression classes

• Regression interface
• Abstract Regression
• Abstract Estimators
• Abstract Residuals

Porting Updating Regression components

• MillerUpdatingMultipleLinearRegression
• SimpleUpdatingMultipleLinearRegression

Optimization

• OLS
• GLS
• Logistic
• Updating

Documentation

• complete Javadoc
• update and create more usage tutorials