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Table 1 For the calculation of probabilities p(a i ) according to the B-spline approach, M x weighting coefficients are determined for each value x u of variable x.

From: Estimating mutual information using B-spline functions – an improved similarity measure for analysing gene expression data

 

B i =1,k=2(x u )

B i =2,k=2(x u )

B i =3,k=2(x u )

x 1

1.0

0.0

0.0

x 2

0.6

0.4

0.0

x 3

0.2

0.8

0.0

x 4

0.0

0.8

0.2

x 5

0.0

0.4

0.6

x 6

0.0

0.0

1.0

p(a i )

1.8/6

2.4/6

1.8/6