PALSE_statistic_handle Class Reference

2D Plots
	hist2d (l, ofilename, name1='l', fontsize=16, breaks=None)
	Plots the histogram of data in l using matplotlib.
	plot2d (l1, l2, ofilename, name1='l1', name2='l2', fontsize=16)
	Plots the data of list L1 against the ones of L2 using matplotlib.

Basic Statistics
	median (l, is_list_of_list=False)
	Computes the median using SciPy.

Advanced Statistics
	spearman (l1, l2, name1='l1', name2='l2')
	Computes Spearman's correlation between the data of list L1 and the ones of L2 using Scipy.
	mann_whitney (l1, l2, name1='l1', name2='l2')
	Computes the Mann-Whitney's U-test between the data of list L1 and the ones of L2 using Scipy.
	Rwilcoxon (l1, l2, name1='l1', name2='l2')
	Computes the Wilcoxon's Rank-Sum-test between the data of list L1 and the ones of L2 using R.
	kendalltau (l1, l2, name1='l1', name2='l2')
	Computes Kendall's tau correlation between the data of list L1 and the ones of L2 using Scipy.
	pearson (l1, l2, name1='l1', name2='l2')
	Computes Pearson's correlation between the data of list L1 and the ones of L2 using Scipy.

Detailed Description

A class providing elementary statistics and plotting facilities. All its functions are static members, and resort to low level operations borrowed to R and scientific python3.

Member Function Documentation

hist2d()

hist2d ( l, ofilename, name1 = 'l', fontsize = 16, breaks = None )

static

Plots the histogram of data in l using matplotlib.

kendalltau()

kendalltau ( l1, l2, name1 = 'l1', name2 = 'l2' )

static

Computes Kendall's tau correlation between the data of list L1 and the ones of L2 using Scipy.

mann_whitney()

mann_whitney ( l1, l2, name1 = 'l1', name2 = 'l2' )

static

Computes the Mann-Whitney's U-test between the data of list L1 and the ones of L2 using Scipy.

median()

median ( l, is_list_of_list = False )

static

Computes the median using SciPy.

The second argument allows to compute the median of each list instead of the whole.

pearson()

pearson ( l1, l2, name1 = 'l1', name2 = 'l2' )

static

Computes Pearson's correlation between the data of list L1 and the ones of L2 using Scipy.

plot2d()

plot2d ( l1, l2, ofilename, name1 = 'l1', name2 = 'l2', fontsize = 16 )

static

Plots the data of list L1 against the ones of L2 using matplotlib.

Rwilcoxon()

Rwilcoxon ( l1, l2, name1 = 'l1', name2 = 'l2' )

static

Computes the Wilcoxon's Rank-Sum-test between the data of list L1 and the ones of L2 using R.

spearman()

spearman ( l1, l2, name1 = 'l1', name2 = 'l2' )

static

Computes Spearman's correlation between the data of list L1 and the ones of L2 using Scipy.