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StatisticalEngine Class Members
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dotnetCHARTING Namespace : StatisticalEngine Class


The following tables list the members exposed by StatisticalEngine.

Public Constructors

 NameDescription
Public ConstructorStatisticalEngine ConstructorCreates an instance of the StatisticalEngine object.  
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Public Methods

 NameDescription
Public Methodstatic (Shared in Visual Basic)BollingerBandsOverloaded.  Within this class we offer procedures which evaluate the upper and lower Bollinger Bands.  
Public Methodstatic (Shared in Visual Basic)CFrequencyTableAOLOverloaded.   
Public Methodstatic (Shared in Visual Basic)CFrequencyTableAOROverloaded.  Calculates the cumulative frequency table from above for a discrete data set in accordance with the open right boundary (ORB) convention.  
Public Methodstatic (Shared in Visual Basic)CFrequencyTableBOLOverloaded.  Calculates the cumulative frequency table from below for a discrete data set in accordance with the open left boundary (OLB) convention.  
Public Methodstatic (Shared in Visual Basic)CFrequencyTableBOROverloaded.  Calculates the cumulative frequency table from below for a discrete data set in accordance with the open right boundary (ORB) convention.  
Public Methodstatic (Shared in Visual Basic)CorrelationCoefDeterminantionOverloaded.  Calculates the coefficient of determination for the YValues of the series.  
Public Methodstatic (Shared in Visual Basic)DataDistributionOverloaded.  Calculates some quality control features like median, mean and percentile and integrate them within an element.  
Public Methodstatic (Shared in Visual Basic)DataDistributionChartOverloaded.  Calculates some quality control features like median, mean and percentile and integrate them within an element.  
Public Methodstatic (Shared in Visual Basic)EstimateXOverloaded.  Estimates the value of the
X
variable when the
Y
variable is known using the regression line of
X
on
Y
, which can be evaluated using LeastSquaresEstimateX.  
Public Methodstatic (Shared in Visual Basic)EstimateYOverloaded.  Estimates the value of the
Y
variable when the
X
variable is known using the regression line of
Y
on
X
, which can be evaluated using LeastSquaresEstimateY.  
Public Methodstatic (Shared in Visual Basic)ExponentialDistributionOverloaded.  Calculates the Exponential Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic)ExponentiallyWeightedMovingAverageOverloaded. Evaluates the (x-day) Exponentially Weighted Moving Average (EWMA) of a time series provided where x is the length of the time series array which is provided as a parameter, for all periods for which sufficient data is provided.  
Public Methodstatic (Shared in Visual Basic)FrequencyTableOLOverloaded.  Calculates the frequency table with respect to the open left boundary convention for YValues of the series.  
Public Methodstatic (Shared in Visual Basic)FrequencyTableOROverloaded.  Calculates the frequency table with respect to the open right boundary convention for a discrete data set.  
Public Methodstatic (Shared in Visual Basic)GeometricMeanOverloaded.  Calculates the geometric mean of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)GeometricMovingAverageOverloaded. Calculates the Geometric Moving Average (GMA) for a given period for all possible data points (i.e. periods) for which there is sufficient historical data provided.  
Public Methodstatic (Shared in Visual Basic)IQROverloaded.  Calculates the Inter-Quartile Range(IQR) of the currently registered data set.  
Public Methodstatic (Shared in Visual Basic)KairiOverloaded. Calculates the Kairi Indicator measure as a percentage of the element value, the divergence between the a moving average (generally the simple moving average) of the value and the value itself for each period for which there is sufficient historical values.  
Public Methodstatic (Shared in Visual Basic)KendallCorrelationCoefOverloaded.  Calculates Kendall's correlation coefficient for the YValues of the series.  
Public Methodstatic (Shared in Visual Basic)KurtosisOverloaded.  Calculates the kurtosis of the currently registered data set.  
Public Methodstatic (Shared in Visual Basic)LeastSquaresEstimateXOverloaded.  Constructs the regression line of X on Y using the method of least squares.  
Public Methodstatic (Shared in Visual Basic)LeastSquaresEstimateYOverloaded.  Constructs the regression line of Y on X using the method of least squares.  
Public Methodstatic (Shared in Visual Basic)LinearlyWeightedMovingAverageOverloaded. Returns the value of the Linearly Weighted Moving Average (LWMA) for all periods for which sufficient historical data is provided.  
Public Methodstatic (Shared in Visual Basic)LognormalDistributionOverloaded.  Calculates the Lognormal Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic)LowerBollingerBandsOverloaded.  Evaluates the position of the Lower Bollinger Band for a given standard deviation level.  
Public Methodstatic (Shared in Visual Basic)MeanOverloaded.  Calculates the arithmetic mean of the elements YValues of the series.  
Public Methodstatic (Shared in Visual Basic)MeanDeviationOverloaded.  Calculates the mean deviation of the series's element YValues.  
Public Methodstatic (Shared in Visual Basic)MedianOverloaded.  Calculates the median of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)MedianMovingAverageOverloaded. Returns the Median Moving Average of a given period of the data series provided for all possible periods for the data given.  
Public Methodstatic (Shared in Visual Basic)NormalDistributionOverloaded.  Calculates the Normal Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic)ParetoDistributionOverloaded.  Calculates the Pareto Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic)PearsonCorrelationCoefOverloaded. Calculates Pearson's correlation coefficient for the YValues of the series.  
Public Methodstatic (Shared in Visual Basic)PercentileOverloaded.  Calculates the n-th percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)Percentile25Overloaded.  Calculates the first percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)Percentile50Overloaded.  Calculates the second percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)Percentile75Overloaded.  Calculates the third percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)RangeOverloaded.  Calculates the range of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)RChartOverloaded.  Create the R Chart chart for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic)ResidualsOverloaded.  Determines the residual for the current statistical series in accordance with the regression line constructed using LeastSquaresRegressionLineX.  
Public Methodstatic (Shared in Visual Basic)ResidualsAverageOverloaded.  Determines the arithmetic average of the residuals for all pairs of points within the current statistical series in accordance with the regression line constructed using LeastSquaresRegressionLineX.  
Public Methodstatic (Shared in Visual Basic)RFrequencyTableOLOverloaded. Calculates the relative frequency table for a discrete data set in accordance with the open left boundary (OLB) convention.  
Public Methodstatic (Shared in Visual Basic)RFrequencyTableOROverloaded.  Calculates the relative frequency table for a discrete data set in accordance with the open right boundary (ORB) convention.  
Public Methodstatic (Shared in Visual Basic)RunChartOverloaded.  Create the run chart for a given series.  
Public Methodstatic (Shared in Visual Basic)RXBARChartOverloaded.  Create the XBAR Chart based on R Chart results for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic)SChartOverloaded.  Create the S Chart chart for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic)SimpleMovingAverageOverloaded. Calculates the arithmetic(or simple) Moving Average (MA) of a given period for all possible data points (i.e. periods) for which there is sufficient historical data provided.  
Public Methodstatic (Shared in Visual Basic)SkewnessOverloaded.  Calculates the skewness of the currently registered data set.  
Public Methodstatic (Shared in Visual Basic)SpearmanRankCorrelationTestOverloaded.  Calculates Spearson's Rank correlation coefficient for the current data set.  
Public Methodstatic (Shared in Visual Basic)StandardDeviationOverloaded.  Calculates the sample standard variance of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)SXBARChartOverloaded.  Create the XBAR Chart based on S Chart results for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic)TriangularMovingAverageOverloaded. Evaluates the x-period Triangular Moving Average (TMA) where x corresponds to the length of the time series array given as a parameter, for all periods for which sufficient data is provided.  
Public Methodstatic (Shared in Visual Basic)UpperBollingerBandsOverloaded.  Evaluates the position of the Upper Bollinger Band for a given standard deviation level.  
Public Methodstatic (Shared in Visual Basic)VarianceOverloaded.  Calculates the sample variance of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic)WeightedMovingAverageOverloaded. Evaluate the Weighted Moving Average(WMA) where the weights associated to all the elements of the historical values are given and the WMA is evaluated for all periods for which there is sufficient historical data.  
Public Methodstatic (Shared in Visual Basic)ZScoreOverloaded. Evaluates the z-score (often referred to as the standardized value) of an element series's element values.  
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