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Table 1 Bias, SD, and CP of the estimates

From: Hierarchical non-negative matrix factorization using clinical information for microbial communities

 

True value

Bias

SD

CP

aw

0.5

-0.01

0.10

 

v11

1.00

0.00

0.30

0.86

v12

-0.50

-0.00

0.15

0.95

v13

0.50

0.00

0.30

0.94

v21

1.00

0.01

0.30

0.86

v22

0.00

0.00

0.15

0.95

v23

0.00

0.00

0.30

0.94

v31

1.00

0.01

0.30

0.86

v32

0.50

0.00

0.15

0.95

v33

0.50

0.01

0.29

0.95

aw

2.00

0.06

0.17

 

v11

1.00

-0.04

0.13

0.93

v12

-0.50

-0.00

0.07

0.94

v13

0.50

0.00

0.15

0.94

v21

1.00

-0.04

0.13

0.92

v22

0.00

0.00

0.07

0.94

v23

0.00

0.00

0.15

0.94

v31

1.00

-0.03

0.13

0.94

v32

0.50

-0.00

0.07

0.94

v33

-0.50

0.01

0.15

0.95

  1. The parameters in boldface is the intercepts