PALSE_statistic_handle Class Reference

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

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

Advanced Statistics
def	spearman (l1, l2, name1='l1', name2='l2')
	Computes Spearman's correlation between the data of list L1 and the ones of L2 using Scipy. More...
def	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. More...
def	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. More...
def	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. More...
def	pearson (l1, l2, name1='l1', name2='l2')
	Computes Pearson's correlation between the data of list L1 and the ones of L2 using Scipy. More...

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()

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

static

Plots the histogram of data in l using matplotlib.

kendalltau()

def 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()

def 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()

def 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()

def 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()

def 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()

def 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()

def 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.