Statistics

Statistical Series

Statistic characteristics of Series

class simula.stats.series.StatisticsSeries(series=None)

Statistic functions of series.

classmethod all_deciles(series=None)

Returns the deciles of a statistic series series.

classmethod arithmetic_mean(series=None)

Arithmetic mean of a statistic series series.

classmethod coefficient_of_dispersion(series=None)

Coefficient of dispersion of a statistic series series.

classmethod coefficient_of_variation(series=None)

Coefficient of variation of a statistic series series.

classmethod deciles(series=None)

Returns the deciles d1 and d2 of a statistic series series.

classmethod geometric_mean(series=None)

Geometric mean of a statistic series series.

classmethod harmonic_mean(series=None)

Harmonic mean of a statistic series series.

classmethod interquartile_range(series=None)

Interquartile range of a statistic series series.

classmethod interval_interquartile(series=None)

Interval interquartile of a statistic series series.

classmethod kurtosis(series=None)

Kurtosis coefficient of Pearson of a statistic series series.

classmethod kurtosis_coefficient_fisher(series=None)

Kurtosis coefficient of Fisher of a statistic series series.

classmethod mad_from_median(series=None)

Mean absolute deviation from median of a statistic series series.

classmethod mean(series=None)

Arithmetic mean of a statistic series series.

classmethod mean_absolute_deviation(series=None)

Mean absolute deviation of a statistic series series.

classmethod median(series=None)

Median of a statistic series series.

classmethod mode(series=None)

Mode of a statistic series series.

classmethod moment_order_alpha(series, alpha=2)

Moment of order alpha of a statistic series series.

classmethod quadratic_mean(series=None)

Quadratic mean of a statistic series series.

classmethod quantile(series, alpha)

Quantile of order alpha of a statistic series series.

classmethod quartiles(series=None)

Quartiles Q1, Q2 and Q3 of a statistic series series.

classmethod sample_std(series=None)

Sample standard deviation of a statistic series series.

classmethod sample_variance(series=None)

Sample variance of a statistic series series.

classmethod skewness(series=None)

Skewness coefficient of Fisher of a statistic series series.

classmethod skewness_coefficient_of_pearson(series=None)

Skewness coefficient of Pearson of a statistic series series.

classmethod skewness_coefficient_of_yule(series=None)

Skewness coefficient of Yule of a statistic series series.

classmethod standard_deviation(series=None)

Standard deviation of a statistic series series.

classmethod var(series=None)

Variance of a statistic series series.

Statistics for Grouped Datas

Statistic characteristics of grouped data.

class simula.stats.tabular.StatisticsGroupedDatas(values=None, frequencies=None)

Statistic functions of grouped data.

classmethod arithmetic_mean(values=None, frequencies=None)

Arithmetic mean for grouped data.

classmethod class_median(values=None, frequencies=None)

Class median for grouped data.

classmethod coefficient_of_dispersion(values=None, frequencies=None)

Coefficient of dispersion for grouped data.

classmethod coefficient_of_variation(values=None, frequencies=None)

Coefficient of variation for grouped data.

classmethod geometric_mean(values=None, frequencies=None)

Geometric mean for grouped data.

classmethod harmonic_mean(values=None, frequencies=None)

Harmonic mean for grouped data.

classmethod interquartile_range(values=None, frequencies=None)

Interquartile range for grouped data.

classmethod interval_interquartile(values=None, frequencies=None)

Interval interquartile for grouped data.

classmethod kurtosis(values=None, frequencies=None)

Kurtosis coefficient of Pearson for grouped data.

classmethod kurtosis_coefficient_fisher(values=None, frequencies=None)

Kurtosis coefficient of Fisher for grouped data.

classmethod mad_from_median(values=None, frequencies=None)

Mean absolute deviation from median for grouped data.

classmethod mean(values=None, frequencies=None)

Arithmetic mean for grouped data.

classmethod mean_absolute_deviation(values=None, frequencies=None)

Mean absolute deviation for grouped data.

classmethod median(values=None, frequencies=None)

Median for grouped data.

classmethod mode(values=None, frequencies=None)

Mode(s) for grouped data.

classmethod moment_order_alpha(values, frequencies, alpha=2)

Moment of order alpha for grouped data.

classmethod quadratic_mean(values=None, frequencies=None)

Quadratic mean for grouped data.

classmethod quartiles(values=None, frequencies=None)

Quartiles Q1 and Q3 for grouped data.

classmethod sample_std(values=None, frequencies=None)

Sample Standard deviation for grouped data.

classmethod sample_variance(values=None, frequencies=None)

Sample variance for grouped data.

classmethod skewness(values=None, frequencies=None)

Skewness coefficient of Fisher for grouped data.

classmethod skewness_coefficient_of_pearson(values=None, frequencies=None)

Skewness coefficient of Pearson for grouped data.

classmethod skewness_coefficient_of_yule(values=None, frequencies=None)

Skewness coefficient of Yule for grouped data.

classmethod standard_deviation(values=None, frequencies=None)

Standard deviation for grouped data.

classmethod var(values=None, frequencies=None)

Variance for grouped data.