|
CurveFitterLibraries
Classes and methods for fitting growth curves
|
Public Member Functions | |
| override string | ToString () |
| LinearFit (double[] XGOOD, double[] YGOOD) | |
| override double | calculateAbsError () |
| double | CalculateAbsErrorAfterExpTransform () |
| double | CalculateL2ErrorAfterExpTransform () |
| double[] | ReturnResidualsAfterExpTransform () |
| override double | FunctiontoFit (double x) |
Public Member Functions inherited from GrowthCurveLibrary.AbstractFitter | |
| double | CalculateLogLikelihoodAssumingNormallyDistributedError (IEnumerable< double > xPoints, IEnumerable< double > yPoints) |
| double[] | CalculateResidualsAtNewPoints (double[] xVals, double[] yvals) |
| AbstractFitter () | |
| double | calculateResidualSumofSquares () |
| Only should be called by external classes following a fit More... | |
| virtual void | GenerateFitLine (double LowX, double interval, double HighX, out double[] xvalues, out double[] yvalues) |
| virtual IEnumerable< double > | MakePredictionsAtPoints (IEnumerable< double > XValues) |
Public Attributes | |
| double | XOFFSET |
Public Attributes inherited from GrowthCurveLibrary.AbstractFitter | |
| string | name = "" |
Protected Member Functions | |
| override void | FitModel () |
Protected Member Functions inherited from GrowthCurveLibrary.AbstractFitter | |
| void | VerifyInput (double[] XDATA, double[] YDATA) |
| void | makeYHAT () |
| double | calculateRMSE () |
| double | calculateR2 () |
Properties | |
| double | Slope [get] |
| double | Intercept [get] |
Properties inherited from GrowthCurveLibrary.AbstractFitter | |
| string | Comment [get, set] |
| bool | FitByDefault [get, set] |
| int | NumberOfParameters [get] |
| double[] | X [get] |
| double[] | Y [get] |
| double[] | PredictedValues [get] |
| double[] | Parameters [get] |
| bool | SuccessfulFit [get, set] |
| double | RMSE [get] |
| double | R2 [get] |
| double | AbsError [get] |
| double[] | Residuals [get] |
Properties inherited from GrowthCurveLibrary.IAbstractFitter | |
| bool | FitByDefault [get] |
| Should this be fit by default? Not fitting can save automatic loadings More... | |
| bool | SuccessfulFit [get] |
| Was the fit successful? Converged, etc. More... | |
| double | AbsError [get] |
| double[] | Parameters [get] |
| double[] | PredictedValues [get] |
| double | R2 [get] |
| double[] | Residuals [get] |
| double | RMSE [get] |
| double[] | X [get] |
| double[] | Y [get] |
| string | Comment [get] |
Additional Inherited Members | |
Protected Attributes inherited from GrowthCurveLibrary.AbstractFitter | |
| double[] | x |
| double[] | y |
| double[] | ypred |
| double[] | pParameters |
| GrowthCurveLibrary.LinearFit.LinearFit | ( | double[] | XGOOD, |
| double[] | YGOOD | ||
| ) |
|
virtual |
Reimplemented from GrowthCurveLibrary.AbstractFitter.
| double GrowthCurveLibrary.LinearFit.CalculateAbsErrorAfterExpTransform | ( | ) |
| double GrowthCurveLibrary.LinearFit.CalculateL2ErrorAfterExpTransform | ( | ) |
|
protectedvirtual |
Implements GrowthCurveLibrary.AbstractFitter.
|
virtual |
Implements GrowthCurveLibrary.AbstractFitter.
| double [] GrowthCurveLibrary.LinearFit.ReturnResidualsAfterExpTransform | ( | ) |
| override string GrowthCurveLibrary.LinearFit.ToString | ( | ) |
| double GrowthCurveLibrary.LinearFit.XOFFSET |
|
get |
|
get |