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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.

Os06g0503100

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

Description : ABC transporter related domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.0336) R2 : 0.000181
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0203 (0.0707) R2dN8 : 0.000233 R2N8 : 0.000181
σ : 0.632
deviance : 183.55
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
156.87 0.583 2.91 -0.0842 0.043 6.21 0.586 -16.1 0.0405 4.47 0.1 30 5 9
172.42 0.612 2.86 0.0623 0.128 3.47 0.46 -- 0.157 2.09 0.09489 30 4.02 12.5
157.72 0.585 2.91 -0.0876 0.0607 6.13 -- -15.8 0.0372 6.77 0.08033 28 5.65 9.51
161.39 0.592 2.91 0.00409 0.0241 4.71 -- -- 0.0338 2.89 0.1436 3 4.37 13.1
157.92 0.585 2.92 -0.0865 -- 6.17 -- -15.9 0.0385 -- 0.0829 28 5.64 9.96
182.54 0.633 2.91 -0.0399 0.104 -- 0.393 -- 0.0155 5.47 -- -- -- --
182.83 0.633 2.91 -0.0377 0.114 -- -- -- 0.0142 6.75 -- -- -- --
161.41 0.592 2.9 0.00656 -- 4.71 -- -- 0.0343 -- 0.1459 3 4.62 13.4
161.14 0.591 2.9 -- 0.0729 4.68 -- -- 0.032 7.24 0.2172 4 5.96 14
183.51 0.633 2.91 -0.0352 -- -- -- -- 0.0164 -- -- -- -- --
182.87 0.633 2.91 -- 0.113 -- -- -- 0.0184 6.77 -- -- -- --
161.42 0.592 2.91 -- -- 4.71 -- -- 0.0335 -- 0.1476 3 4.84 13.7
183.55 0.632 2.91 -- -- -- -- -- 0.0203 -- -- -- -- --

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
1 156.87 precipitation 0.1 30 > th dose independent rect. 5 9
5 156.87 precipitation 0.1 30 > th dose dependent rect. 5 9
13 157.86 wind 3.0 30 > th dose dependent rect. 5 1
19 158.29 wind 3.0 10 > th dose independent rect. 5 1
20 158.33 wind 3.0 90 > th dose independent rect. 4 2
35 159.21 radiation 1.0 90 < th dose independent rect. 14 1
36 159.21 radiation 1.0 90 < th dose dependent rect. 14 1
37 159.33 temperature 20.0 30 < th dose dependent rect. 14 2
39 159.34 temperature 20.0 90 < th dose independent rect. 14 2
45 159.42 precipitation 0.1 10 > th dose independent rect. 5 3
61 159.42 precipitation 0.1 10 > th dose dependent rect. 5 3
79 159.55 temperature 20.0 10 < th dose independent rect. 15 1
95 159.61 temperature 20.0 90 < th dose dependent rect. 12 4
97 159.66 temperature 20.0 10 < th dose dependent rect. 12 5
218 162.17 temperature 20.0 90 < th dose independent rect. 12 4
248 164.74 radiation 1.0 10 < th dose independent rect. 6 1
268 166.31 precipitation 0.1 10 > th dose independent rect. 5 19
271 166.31 precipitation 0.1 10 > th dose dependent rect. 5 19
291 167.14 radiation 1.0 10 < th dose independent rect. 5 12
298 167.80 radiation 1.0 90 < th dose dependent rect. 8 8
356 169.45 precipitation 0.1 270 > th dose independent rect. 24 6
358 169.45 precipitation 0.1 270 > th dose dependent rect. 24 6
370 169.62 wind 5.0 270 > th dose dependent rect. 2 4
386 170.03 atmosphere 1005.0 30 > th dose dependent rect. 15 1
393 170.24 wind 3.0 720 > th dose independent rect. 4 1
402 170.43 radiation 1.0 10 < th dose independent rect. 5 3
408 170.62 precipitation 0.1 10 > th dose independent sin 1 NA
409 170.62 precipitation 0.1 10 > th dose dependent sin 1 NA
426 170.84 humidity 80.0 10 > th dose dependent rect. 16 1
444 170.92 radiation 1.0 10 < th dose dependent rect. 5 3
455 171.04 humidity 80.0 10 > th dose independent rect. 15 1
515 171.38 precipitation 0.1 10 < th dose independent sin 0 NA
516 171.38 precipitation 0.1 10 < th dose dependent sin 0 NA
623 172.03 temperature 20.0 270 < th dose independent rect. 12 1
633 172.11 atmosphere 1005.0 10 > th dose independent rect. 15 1
672 172.40 precipitation 0.1 90 > th dose independent sin 5 NA
707 172.49 precipitation 0.1 90 > th dose dependent sin 6 NA
727 172.65 precipitation 0.1 90 < th dose independent sin 6 NA
731 172.65 precipitation 0.1 90 < th dose dependent sin 6 NA
755 172.79 radiation 1.0 30 < th dose dependent rect. 5 12
761 172.81 humidity 50.0 30 > th dose dependent rect. 12 4
812 173.24 wind 5.0 720 < th dose independent rect. 1 2
840 173.42 radiation 1.0 10 < th dose independent rect. 16 1
914 173.85 wind 3.0 30 > th dose independent rect. 12 4
927 173.90 precipitation 0.1 90 > th dose dependent rect. 23 15
939 173.96 atmosphere 1005.0 270 > th dose dependent rect. 12 1