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| template<typename IteratorType > |
| static void | checkIteratorsNotNULL (IteratorType begin, IteratorType end) |
| | Helper function checking if two iterators are not equal. More...
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| template<typename IteratorType > |
| static void | checkIteratorsEqual (IteratorType begin, IteratorType end) |
| | Helper function checking if two iterators are equal. More...
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| template<typename IteratorType1 , typename IteratorType2 > |
| static void | checkIteratorsAreValid (IteratorType1 begin_b, IteratorType1 end_b, IteratorType2 begin_a, IteratorType2 end_a) |
| | Helper function checking if an iterator and a co-iterator both have a next element. More...
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| template<typename IteratorType > |
| static double | sum (IteratorType begin, IteratorType end) |
| | Calculates the sum of a range of values. More...
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| template<typename IteratorType > |
| static double | mean (IteratorType begin, IteratorType end) |
| | Calculates the mean of a range of values. More...
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| |
| template<typename IteratorType > |
| static double | median (IteratorType begin, IteratorType end, bool sorted=false) |
| | Calculates the median of a range of values. More...
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| |
| template<typename IteratorType > |
| double | MAD (IteratorType begin, IteratorType end, double median_of_numbers) |
| | median absolute deviation (MAD) More...
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| |
| template<typename IteratorType > |
| double | MeanAbsoluteDeviation (IteratorType begin, IteratorType end, double mean_of_numbers) |
| | mean absolute deviation (MeanAbsoluteDeviation) More...
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| template<typename IteratorType > |
| static double | quantile1st (IteratorType begin, IteratorType end, bool sorted=false) |
| | Calculates the first quantile of a range of values. More...
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| template<typename IteratorType > |
| static double | quantile3rd (IteratorType begin, IteratorType end, bool sorted=false) |
| | Calculates the third quantile of a range of values. More...
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| template<typename IteratorType > |
| static double | quantile (IteratorType begin, IteratorType end, double q) |
| | Calculates the q-quantile (0 <= q <= 1) of a sorted range of values. More...
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| template<typename IteratorType > |
| double | tukeyUpperFence (IteratorType begin, IteratorType end, double k=1.5) |
| | Tukey upper fence (UF) for outlier detection. More...
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| template<typename IteratorType > |
| double | tailFractionAbove (IteratorType begin, IteratorType end, double threshold) |
| | Fraction of values above a threshold. More...
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| |
| template<typename IteratorType > |
| double | winsorizedQuantile (IteratorType begin, IteratorType end, double q, double upper_fence) |
| | Quantile after winsorizing at an upper fence. More...
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| |
| template<typename IteratorType > |
| AdaptiveQuantileResult | adaptiveQuantile (IteratorType begin, IteratorType end, double q, double k=1.5, double r_sparse=0.01, double r_dense=0.10) |
| | Adaptive quantile that blends RAW and IQR-winsorized quantiles based on tail density beyond the Tukey upper fence. More...
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| |
| template<typename IteratorType > |
| static double | variance (IteratorType begin, IteratorType end, double mean=std::numeric_limits< double >::max()) |
| |
| template<typename IteratorType > |
| static double | sd (IteratorType begin, IteratorType end, double mean=std::numeric_limits< double >::max()) |
| | Calculates the standard deviation of a range of values. More...
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| |
| template<typename IteratorType > |
| static double | absdev (IteratorType begin, IteratorType end, double mean=std::numeric_limits< double >::max()) |
| | Calculates the absolute deviation of a range of values. More...
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| |
| template<typename IteratorType1 , typename IteratorType2 > |
| static double | covariance (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | Calculates the covariance of two ranges of values. More...
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| |
| template<typename IteratorType1 , typename IteratorType2 > |
| static double | meanSquareError (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | Calculates the mean square error for the values in [begin_a, end_a) and [begin_b, end_b) More...
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| template<typename IteratorType1 , typename IteratorType2 > |
| static double | rootMeanSquareError (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | Calculates the root mean square error (RMSE) for the values in [begin_a, end_a) and [begin_b, end_b) More...
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| template<typename IteratorType1 , typename IteratorType2 > |
| static double | classificationRate (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | Calculates the classification rate for the values in [begin_a, end_a) and [begin_b, end_b) More...
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| |
| template<typename IteratorType1 , typename IteratorType2 > |
| static double | matthewsCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | Calculates the Matthews correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b) More...
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| |
| template<typename IteratorType1 , typename IteratorType2 > |
| static double | pearsonCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | Calculates the Pearson correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b) More...
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| |
| template<typename Value > |
| static void | computeRank (std::vector< Value > &w) |
| | Replaces the elements in vector w by their ranks. More...
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| |
| template<typename IteratorType1 , typename IteratorType2 > |
| static double | rankCorrelationCoefficient (IteratorType1 begin_a, IteratorType1 end_a, IteratorType2 begin_b, IteratorType2 end_b) |
| | calculates the rank correlation coefficient for the values in [begin_a, end_a) and [begin_b, end_b) More...
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1.9.1