1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
|
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN"
"http://www.w3.org/TR/html4/loose.dtd">
<html >
<head><title>1.2.2.0 compute_pearson.py</title>
<meta http-equiv="Content-Type" content="text/html; charset=iso-8859-1">
<meta name="generator" content="TeX4ht (http://www.cse.ohio-state.edu/~gurari/TeX4ht/)">
<meta name="originator" content="TeX4ht (http://www.cse.ohio-state.edu/~gurari/TeX4ht/)">
<!-- html,index=2,3,4,5,next -->
<meta name="src" content="mammult_doc.tex">
<meta name="date" content="2015-10-19 17:14:00">
<link rel="stylesheet" type="text/css" href="mammult_doc.css">
</head><body
>
<!--l. 4--><div class="crosslinks"><p class="noindent">[<a
href="mammult_docsu29.html" >next</a>] [<a
href="mammult_docsu27.html" >prev</a>] [<a
href="mammult_docsu27.html#tailmammult_docsu27.html" >prev-tail</a>] [<a
href="#tailmammult_docsu28.html">tail</a>] [<a
href="mammult_docsu27.html#mammult_docsu28.html" >up</a>] </p></div>
<h5 class="subsubsectionHead"><a
id="x33-320001.2.2"></a><span
class="cmtt-10x-x-109">compute</span><span
class="cmtt-10x-x-109">_pearson.py</span></h5>
<!--l. 4--><p class="noindent" ><span
class="cmbx-10x-x-109">NAME</span>
<!--l. 4--><p class="indent" > <span
class="cmbx-10x-x-109">compute</span><span
class="cmbx-10x-x-109">_pearson.py </span>- compute the Pearson’s linear correlation coefficient
between two node properties.
<!--l. 4--><p class="noindent" ><span
class="cmbx-10x-x-109">SYNOPSYS</span>
<!--l. 4--><p class="indent" > <span
class="cmbx-10x-x-109">compute</span><span
class="cmbx-10x-x-109">_pearson.py </span><span
class="cmmi-10x-x-109"><</span><span
class="cmitt-10x-x-109">file1</span><span
class="cmmi-10x-x-109">> <</span><span
class="cmitt-10x-x-109">file2</span><span
class="cmmi-10x-x-109">></span>
<!--l. 16--><p class="noindent" ><span
class="cmbx-10x-x-109">DESCRIPTION</span>
<!--l. 16--><p class="indent" > Compute the Pearson’s linear correlation coefficient between two sets of
(either integer- or real-valued) node properties provided in the input files
<span
class="cmti-10x-x-109">file1 </span>and <span
class="cmti-10x-x-109">file2</span>. Each input file contains a list of lines, where the n-th line
contains the value of a node property for the n-th node. For instance, <span
class="cmti-10x-x-109">file1</span>
and <span
class="cmti-10x-x-109">file2 </span>might contain the degrees of nodes at two distinct layers of a
multiplex. However, the program is pretty general and can be used to
compute the Pearson’s correlation coeffcient between any pairs of node
properties.
<!--l. 21--><p class="noindent" ><span
class="cmbx-10x-x-109">OUTPUT</span>
<!--l. 21--><p class="indent" > The program prints on <span
class="cmtt-10x-x-109">stdout </span>the value of the Pearson’s linear correlation
coefficient between the two sets of node properties.
<!--l. 28--><p class="noindent" ><span
class="cmbx-10x-x-109">REFERENCE</span>
<!--l. 28--><p class="indent" > V. Nicosia, V. Latora, “Measuring and modeling correlations in multiplex
networks”, <span
class="cmti-10x-x-109">Phys. Rev. E </span><span
class="cmbx-10x-x-109">92</span>, 032805 (2015).
<!--l. 28--><p class="indent" > Link to paper: <a
href="http://journals.aps.org/pre/abstract/10.1103/PhysRevE.92.032805" class="url" ><span
class="cmtt-10x-x-109">http://journals.aps.org/pre/abstract/10.1103/PhysRevE.92.032805</span></a>
<!--l. 28--><p class="indent" > V. Nicosia, G. Bianconi, V. Latora, M. Barthelemy, “Growing multiplex
networks”, <span
class="cmti-10x-x-109">Phys. Rev. Lett. </span><span
class="cmbx-10x-x-109">111</span>, 058701 (2013).
<!--l. 28--><p class="indent" > Link to paper: <a
href="http://prl.aps.org/abstract/PRL/v111/i5/e058701" class="url" ><span
class="cmtt-10x-x-109">http://prl.aps.org/abstract/PRL/v111/i5/e058701</span></a>
<!--l. 28--><p class="indent" > V. Nicosia, G. Bianconi, V. Latora, M. Barthelemy, “Non-linear growth and
condensation in multiplex networks”, <span
class="cmti-10x-x-109">Phys. Rev. E </span><span
class="cmbx-10x-x-109">90</span>, 042807 (2014).
<!--l. 28--><p class="indent" > Link to paper: <a
href="http://journals.aps.org/pre/abstract/10.1103/PhysRevE.90.042807" class="url" ><span
class="cmtt-10x-x-109">http://journals.aps.org/pre/abstract/10.1103/PhysRevE.90.042807</span></a>
<!--l. 3--><div class="crosslinks"><p class="noindent">[<a
href="mammult_docsu29.html" >next</a>] [<a
href="mammult_docsu27.html" >prev</a>] [<a
href="mammult_docsu27.html#tailmammult_docsu27.html" >prev-tail</a>] [<a
href="mammult_docsu28.html" >front</a>] [<a
href="mammult_docsu27.html#mammult_docsu28.html" >up</a>] </p></div>
<!--l. 3--><p class="indent" > <a
id="tailmammult_docsu28.html"></a>
</body></html>
|
