statistics

Functions for the statistical analysis of data.

Functions

acf	Calculate the autocorrelation function of an array.
acf_confint	Calculate the confidence intervals of an autocorrelation function.
acf_np	Calculate the autocorrelation function of a 1-dimensional array.
acf_se	Calculate the standard errors of an autocorrelation function.
block_average	Calculate the sample means and their standard deviations over multiple series of measurement.
center	Center a distribution around its sample mean.
cumav	Calculate the cumulative average.
ekin_dist	Distribution of kinetic energies in \(d\)-dimensional space.
exp_dist	Exponential distribution.
exp_dist_log	Logarithm of the exponential distribution.
gaussian	Gaussian distribution.
mb_dist	Maxwell-Boltzmann speed distribution in \(d\)-dimensional space.
moment_raw2cen	Calculate the \(n\)-th central moment \(\mu_n\) from the first \(n\) raw moments \(m_n\).
movav	Calculate the moving average.
ngp	Compute the non-Gaussian parameter of a distribution of random variables.
standardize	Standardize a distribution.
std_weighted	Compute the weighted standard deviation along a given axis.
var_weighted	Compute the weighted variance along a given axis.