StatisticalMethod

enum class MayaFlux::Yantra::StatisticalMethod : uint8_t

strong

Supported statistical computation methods.

Enumerator
MEAN	Arithmetic mean.
VARIANCE	Population or sample variance.
STD_DEV	Standard deviation.
SKEWNESS	Third moment - asymmetry measure.
KURTOSIS	Fourth moment - tail heaviness.
MIN	Minimum value.
MAX	Maximum value.
MEDIAN	50th percentile
RANGE	Max - min.
PERCENTILE	Arbitrary percentile (requires parameter)
MODE	Most frequent value.
MAD	Median Absolute Deviation.
CV	Coefficient of Variation (std_dev/mean)
SUM	Sum of all values.
COUNT	Number of values.
RMS	Root Mean Square.
ENTROPY	Shannon entropy for discrete data.
ZSCORE	Z-score normalization.

Definition at line 36 of file StatisticalAnalyzer.hpp.

                             : uint8_t {
    MEAN, ///< Arithmetic mean
    VARIANCE, ///< Population or sample variance
    STD_DEV, ///< Standard deviation
    SKEWNESS, ///< Third moment - asymmetry measure
    KURTOSIS, ///< Fourth moment - tail heaviness
    MIN, ///< Minimum value
    MAX, ///< Maximum value
    MEDIAN, ///< 50th percentile
    RANGE, ///< Max - min
    PERCENTILE, ///< Arbitrary percentile (requires parameter)
    MODE, ///< Most frequent value
    MAD, ///< Median Absolute Deviation
    CV, ///< Coefficient of Variation (std_dev/mean)
    SUM, ///< Sum of all values
    COUNT, ///< Number of values
    RMS, ///< Root Mean Square
    ENTROPY, ///< Shannon entropy for discrete data
    ZSCORE ///< Z-score normalization
};