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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

  Name Description
Public Constructor StatisticalEngine Constructor  
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Public Methods

  Name Description
Public Methodstatic (Shared in Visual Basic) BollingerBands Overloaded.  Within this class we offer procedures which evaluate the upper and lower Bollinger Bands.  
Public Methodstatic (Shared in Visual Basic) CFrequencyTableAOL Overloaded.   
Public Methodstatic (Shared in Visual Basic) CFrequencyTableAOR Overloaded.  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) CFrequencyTableBOL Overloaded.  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) CFrequencyTableBOR Overloaded.  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) CorrelationCoefDeterminantion Overloaded.  Calculates the coefficient of determination for the YValues of the series.  
Public Methodstatic (Shared in Visual Basic) DataDistribution Overloaded.  Calculates some quality control features like median, mean and percentile and integrate them within an element.  
Public Methodstatic (Shared in Visual Basic) DataDistributionChart Overloaded.  Calculates some quality control features like median, mean and percentile and integrate them within an element.  
Public Methodstatic (Shared in Visual Basic) EstimateX Overloaded.  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) EstimateY Overloaded.  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) ExponentialDistribution Overloaded.  Calculates the Exponential Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic) ExponentiallyWeightedMovingAverage Overloaded. 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) FrequencyTableOL Overloaded.  Calculates the frequency table with respect to the open left boundary convention for YValues of the series.  
Public Methodstatic (Shared in Visual Basic) FrequencyTableOR Overloaded.  Calculates the frequency table with respect to the open right boundary convention for a discrete data set.  
Public Methodstatic (Shared in Visual Basic) GeometricMean Overloaded.  Calculates the geometric mean of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) GeometricMovingAverage Overloaded. 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) IQR Overloaded.  Calculates the Inter-Quartile Range(IQR) of the currently registered data set.  
Public Methodstatic (Shared in Visual Basic) Kairi Overloaded. 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) KendallCorrelationCoef Overloaded.  Calculates Kendall's correlation coefficient for the YValues of the series.  
Public Methodstatic (Shared in Visual Basic) Kurtosis Overloaded.  Calculates the kurtosis of the currently registered data set.  
Public Methodstatic (Shared in Visual Basic) LeastSquaresEstimateX Overloaded.  Constructs the regression line of X on Y using the method of least squares.  
Public Methodstatic (Shared in Visual Basic) LeastSquaresEstimateY Overloaded.  Constructs the regression line of Y on X using the method of least squares.  
Public Methodstatic (Shared in Visual Basic) LinearlyWeightedMovingAverage Overloaded. 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) LognormalDistribution Overloaded.  Calculates the Lognormal Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic) LowerBollingerBands Overloaded.  Evaluates the position of the Lower Bollinger Band for a given standard deviation level.  
Public Methodstatic (Shared in Visual Basic) Mean Overloaded.  Calculates the arithmetic mean of the elements YValues of the series.  
Public Methodstatic (Shared in Visual Basic) MeanDeviation Overloaded.  Calculates the mean deviation of the series's element YValues.  
Public Methodstatic (Shared in Visual Basic) Median Overloaded.  Calculates the median of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) MedianMovingAverage Overloaded. 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) NormalDistribution Overloaded.  Calculates the Normal Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic) ParetoDistribution Overloaded.  Calculates the Pareto Probability Density function for a given series.  
Public Methodstatic (Shared in Visual Basic) PearsonCorrelationCoef Overloaded. Calculates Pearson's correlation coefficient for the YValues of the series.  
Public Methodstatic (Shared in Visual Basic) Percentile Overloaded.  Calculates the n-th percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) Percentile25 Overloaded.  Calculates the first percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) Percentile50 Overloaded.  Calculates the second percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) Percentile75 Overloaded.  Calculates the third percentile of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) Range Overloaded.  Calculates the range of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) RChart Overloaded.  Create the R Chart chart for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic) Residuals Overloaded.  Determines the residual for the current statistical series in accordance with the regression line constructed using LeastSquaresRegressionLineX.  
Public Methodstatic (Shared in Visual Basic) ResidualsAverage Overloaded.  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) RFrequencyTableOL Overloaded. 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) RFrequencyTableOR Overloaded.  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) RunChart Overloaded.  Create the run chart for a given series.  
Public Methodstatic (Shared in Visual Basic) RXBARChart Overloaded.  Create the XBAR Chart based on R Chart results for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic) SChart Overloaded.  Create the S Chart chart for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic) SimpleMovingAverage Overloaded. 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) Skewness Overloaded.  Calculates the skewness of the currently registered data set.  
Public Methodstatic (Shared in Visual Basic) SpearmanRankCorrelationTest Overloaded.  Calculates Spearson's Rank correlation coefficient for the current data set.  
Public Methodstatic (Shared in Visual Basic) StandardDeviation Overloaded.  Calculates the sample standard variance of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) SXBARChart Overloaded.  Create the XBAR Chart based on S Chart results for a given SeriesCollection object.  
Public Methodstatic (Shared in Visual Basic) TriangularMovingAverage Overloaded. 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) UpperBollingerBands Overloaded.  Evaluates the position of the Upper Bollinger Band for a given standard deviation level.  
Public Methodstatic (Shared in Visual Basic) Variance Overloaded.  Calculates the sample variance of the series's elements YValues.  
Public Methodstatic (Shared in Visual Basic) WeightedMovingAverage Overloaded. 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) ZScore Overloaded. Evaluates the z-score (often referred to as the standardized value) of an element series's element values.  
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See Also