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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os11g0127600

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : No apical meristem (NAM) protein domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 4.43 (0.0501) R2 : 0.219
β1 : -0.722 (0.181) R2dD : 0.029 R2D : -0.035
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.16 (0.15) R2dE : 0.131 R2E : -0.0536
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.14 (0.115) R2dN8 : 0.273 R2N8 : 0.0312
σ : 0.915
deviance : 385.59
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1006
memory length : 3860
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = > th, dose dependency = dose independent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
363.3 0.896 4.41 -1.03 0.504 1.29 -0.647 2.82 -0.921 14.9 1006 5724 -- --
373.63 0.9 4.39 -0.685 0.54 1.22 -0.553 -- -0.98 14.9 1006 4925 -- --
364.5 0.889 4.41 -1.06 0.51 1.29 -- 2.84 -0.919 15.3 1006 5796 -- --
374.34 0.901 4.4 -0.713 0.529 1.24 -- -- -1.01 15.1 1006 4860 -- --
379.13 0.907 4.41 -1.09 -- 1.26 -- 2.96 -0.929 -- 1006 5782 -- --
421.64 0.963 4.34 -0.91 0.49 -- -0.447 -- -0.742 15.2 -- -- -- --
422.21 0.962 4.34 -0.919 0.493 -- -- -- -0.744 15.5 -- -- -- --
385.59 0.915 4.43 -0.722 -- 1.16 -- -- -1.14 -- 1006 3860 -- --
387.8 0.917 4.39 -- 0.535 1.32 -- -- -0.971 15.1 1006 4803 -- --
435.8 0.975 4.34 -0.94 -- -- -- -- -0.757 -- -- -- -- --
444.47 0.986 4.32 -- 0.511 -- -- -- -0.642 15.5 -- -- -- --
398.81 0.93 4.43 -- -- 1.26 -- -- -1.16 -- 1006 3787 -- --
459.09 1 4.32 -- -- -- -- -- -0.653 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 351.87 humidity 90.0 4320 > th dose dependent rect. 8 2
5 358.06 precipitation 0.1 14400 > th dose dependent rect. 17 1
6 359.05 precipitation 0.1 4320 < th dose independent rect. 6 11
7 359.05 precipitation 0.1 4320 < th dose dependent rect. 6 11
8 359.10 precipitation 0.1 4320 > th dose dependent rect. 7 10
12 359.80 precipitation 0.1 4320 > th dose independent rect. 6 11
15 360.02 humidity 90.0 4320 > th dose dependent rect. 8 6
16 360.08 precipitation 0.1 4320 > th dose dependent rect. 9 8
22 360.43 precipitation 0.1 4320 > th dose dependent rect. 11 6
23 360.72 precipitation 0.1 4320 < th dose independent rect. 9 8
24 360.72 precipitation 0.1 4320 < th dose dependent rect. 9 8
29 360.84 precipitation 0.1 4320 > th dose independent rect. 9 8
30 360.94 precipitation 0.1 4320 < th dose independent rect. 11 6
31 360.94 precipitation 0.1 4320 < th dose dependent rect. 11 6
32 360.97 precipitation 0.1 4320 > th dose independent rect. 11 6
37 361.62 precipitation 0.1 14400 > th dose independent rect. 17 1
44 362.16 precipitation 0.1 4320 > th dose independent rect. 7 1
45 362.16 precipitation 0.1 4320 > th dose dependent rect. 7 1
46 362.17 precipitation 0.1 14400 < th dose independent rect. 17 1
47 362.17 precipitation 0.1 14400 < th dose dependent rect. 17 1
55 363.10 humidity 90.0 4320 > th dose independent rect. 6 4
57 363.26 humidity 90.0 1440 > th dose dependent rect. 2 18
58 363.29 precipitation 0.1 4320 > th dose dependent rect. 7 7
80 364.60 humidity 90.0 4320 > th dose independent rect. 8 2
84 364.72 precipitation 0.1 4320 < th dose independent rect. 7 1
85 364.72 precipitation 0.1 4320 < th dose dependent rect. 7 1
86 364.72 precipitation 0.1 4320 > th dose dependent rect. 11 3
94 364.93 precipitation 0.1 4320 > th dose independent rect. 5 9
100 365.17 atmosphere 1005.0 4320 > th dose independent rect. 19 9
110 365.38 humidity 90.0 4320 > th dose independent rect. 6 8
112 365.44 precipitation 0.1 4320 > th dose independent rect. 7 7
124 365.73 wind 3.0 14400 > th dose independent rect. 8 1
137 365.99 precipitation 0.1 4320 > th dose dependent rect. 9 5
161 366.48 atmosphere 1005.0 4320 > th dose independent sin 13 NA
197 367.02 atmosphere 1005.0 4320 < th dose independent rect. 19 9
203 367.09 atmosphere 1005.0 4320 < th dose independent rect. 17 11
264 367.68 humidity 80.0 14400 > th dose dependent rect. 13 1
270 367.76 humidity 80.0 4320 < th dose independent rect. 10 1
274 367.77 atmosphere 1005.0 4320 < th dose independent sin 13 NA
275 367.77 humidity 80.0 4320 > th dose independent rect. 10 1
278 367.78 humidity 90.0 1440 > th dose dependent sin 1 NA
345 368.26 precipitation 0.1 4320 < th dose independent rect. 5 5
348 368.26 precipitation 0.1 4320 < th dose dependent rect. 5 5
360 368.37 precipitation 0.1 4320 > th dose dependent rect. 5 5
375 368.50 atmosphere 1005.0 4320 > th dose independent rect. 24 3
391 368.63 precipitation 0.1 4320 > th dose independent rect. 5 5
511 369.23 atmosphere 1005.0 4320 > th dose independent rect. 19 22
528 369.33 atmosphere 1005.0 4320 > th dose independent no NA NA
536 369.37 atmosphere 1005.0 4320 < th dose independent rect. 24 4
548 369.42 atmosphere 1005.0 4320 > th dose independent rect. 24 23
569 369.50 humidity 80.0 4320 > th dose independent rect. 9 7
598 369.64 wind 3.0 14400 < th dose independent rect. 8 1
665 369.97 humidity 90.0 1440 > th dose independent rect. 24 20
679 370.03 atmosphere 1005.0 4320 < th dose independent rect. 16 22
733 370.33 humidity 90.0 4320 < th dose independent rect. 8 2
738 370.33 atmosphere 1005.0 4320 < th dose independent rect. 19 23
739 370.34 atmosphere 1005.0 4320 < th dose independent no NA NA
761 370.41 atmosphere 1005.0 4320 < th dose independent rect. 5 23
769 370.45 atmosphere 1005.0 4320 < th dose independent rect. 24 23
826 370.72 humidity 90.0 4320 < th dose independent rect. 6 4
830 370.72 precipitation 0.1 4320 > th dose dependent rect. 24 17
844 370.77 humidity 80.0 4320 < th dose independent rect. 10 5
856 370.87 precipitation 0.1 4320 > th dose dependent rect. 18 23
950 371.40 humidity 80.0 14400 > th dose independent rect. 15 1