AcademicDirect Library Statistics monotonic

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This application looks for significant correlations between given data columns. Computes Pearson, Spearman, Kendall and Gamma correlation coefficients, and associated probabilities of wrong model (p), from Student or Gauss cummulative distributions.

Id r2 t0 v0 v1 v2 v3 TP TO TM SP ST SD VP VT VD
1 0.85 25.6 9.91 10.2 1.84 7.71 1 0 0 1 0 0 1 0 0
2 0.66 25.1 9.88 12.4 2.02 9.18 1 0 0 1 0 0 0 1 0
3 0.57 24.2 9.95 29.8 1.8 22.6 1 0 0 1 0 0 0 0 1
4 0.92 32.6 9.94 8 1.82 6.18 1 0 0 0 1 0 1 0 0
5 0.95 24.6 9.94 10.2 1.81 9.16 1 0 0 0 1 0 0 1 0
6 0.79 33.5 10.1 12 1.83 6.81 1 0 0 0 1 0 0 0 1
7 0.78 28 10.1 6.55 2.12 8.28 1 0 0 0 0 1 1 0 0
8 0.95 7.6 9.66 3.04 2.02 2.14 1 0 0 0 0 1 0 1 0
9 0.96 7 9.83 1.18 1.78 0.4 1 0 0 0 0 1 0 0 1
10 0.95 28.9 5.63 6.35 1.22 4.86 0 1 0 1 0 0 1 0 0
11 0.95 26.5 5.6 5.69 1.27 4.89 0 1 0 1 0 0 0 1 0
12 0.95 47.2 5.66 6.97 1.2 5.14 0 1 0 1 0 0 0 0 1
13 0.97 27.8 5.66 6.81 1.22 5.55 0 1 0 0 1 0 1 0 0
14 0.97 33.5 5.55 6.27 1.23 5.77 0 1 0 0 1 0 0 1 0
15 0.96 5.6 0.86 0.56 0.17 0.27 0 1 0 0 1 0 0 0 1
16 0.96 6.8 0.57 0.25 0.13 0.29 0 1 0 0 0 1 1 0 0
17 0.97 6.6 0.51 0.11 0.11 0.1 0 1 0 0 0 1 0 1 0
18 0.98 6.6 0.74 0.11 0.15 0.06 0 1 0 0 0 1 0 0 1
19 0.95 48.4 5.6 6.37 1.31 6.07 0 0 1 1 0 0 1 0 0
20 0.96 33.5 5.6 5.44 1.32 5.58 0 0 1 1 0 0 0 1 0
21 0.95 33.4 5.6 7.65 1.29 7.06 0 0 1 1 0 0 0 0 1
22 0.96 27.7 5.6 7.11 1.31 7.17 0 0 1 0 1 0 1 0 0
23 0.97 27.8 5.6 7.69 1.35 8.54 0 0 1 0 1 0 0 1 0
24 0.94 48.1 5.61 4.75 1.25 3.44 0 0 1 0 1 0 0 0 1
25 0.95 48.6 5.61 3.74 1.39 5.5 0 0 1 0 0 1 1 0 0
26 0.97 25.6 5.66 1.85 1.29 2.37 0 0 1 0 0 1 0 1 0
27 0.97 25.3 5.74 1.75 1.28 1.81 0 0 1 0 0 1 0 0 1

Ref.:
Pearson versus Spearman, Kendall's Tau Correlation Analysis on Structure-Activity Relationships of Biologic Active Compounds, Sorana-Daniela BOLBOACA, Lorentz JÄNTSCHI, Leonardo Journal of Sciences, 5:9 (July-December), 2006, p. 179-200.