CurveFitterLibraries
Classes and methods for fitting growth curves
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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 | ||
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virtual |
Reimplemented from GrowthCurveLibrary.AbstractFitter.
double GrowthCurveLibrary.LinearFit.CalculateAbsErrorAfterExpTransform | ( | ) |
double GrowthCurveLibrary.LinearFit.CalculateL2ErrorAfterExpTransform | ( | ) |
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protectedvirtual |
Implements GrowthCurveLibrary.AbstractFitter.
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virtual |
Implements GrowthCurveLibrary.AbstractFitter.
double [] GrowthCurveLibrary.LinearFit.ReturnResidualsAfterExpTransform | ( | ) |
override string GrowthCurveLibrary.LinearFit.ToString | ( | ) |
double GrowthCurveLibrary.LinearFit.XOFFSET |
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get |
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get |