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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.

Os12g0120900

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.21 (0.0297) R2 : 0.44
β1 : 1.19 (0.111) R2dD : 0.156 R2D : 0.199
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.74 (0.146) R2dE : 0.199 R2E : 0.285
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.195 (0.0656) R2dN8 : 0.016 R2N8 : 0.0209
σ : 0.549
deviance : 138.78
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 14.28
memory length : 12
response mode : > th
dose dependency : dose dependent
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 = temperature, response mode = > th, dose dependency = dose dependent, 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
134.25 0.544 5.22 1.11 0.186 1.3 -0.437 -1.03 0.183 12.1 20.4 26 -- --
134.84 0.541 5.2 1.3 0.176 1.25 -0.713 -- 0.238 12.5 20.2 21 -- --
134.7 0.541 5.23 1.01 0.182 1.34 -- -1.56 0.151 11.1 20.59 22 -- --
136.95 0.545 5.2 1.28 0.195 1.24 -- -- 0.228 11.3 20.3 22 -- --
136.37 0.544 5.24 0.966 -- 1.46 -- -1.62 0.126 -- 20.54 18 -- --
158.57 0.59 5.15 1.55 0.607 -- -0.562 -- 0.447 13.7 -- -- -- --
159.82 0.592 5.15 1.53 0.607 -- -- -- 0.443 13.6 -- -- -- --
138.78 0.549 5.21 1.19 -- 1.74 -- -- 0.195 -- 14.28 12 -- --
173.19 0.613 5.25 -- 0.116 2.04 -- -- 0.033 10.9 14.4 21 -- --
182.3 0.631 5.16 1.51 -- -- -- -- 0.43 -- -- -- -- --
221.71 0.697 5.19 -- 0.58 -- -- -- 0.273 13.6 -- -- -- --
173.65 0.614 5.25 -- -- 2.13 -- -- 0.0191 -- 10.27 20 -- --
242.27 0.727 5.2 -- -- -- -- -- 0.263 -- -- -- -- --

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
1 130.58 temperature 30 90 < th dose dependent rect. 1 22
2 130.89 temperature 15 30 > th dose dependent rect. 23 23
6 131.56 temperature 15 30 > th dose dependent rect. 3 23
13 132.05 temperature 25 10 > th dose independent rect. 23 21
15 132.25 temperature 20 10 > th dose dependent rect. 6 23
18 132.35 temperature 10 30 > th dose dependent sin 4 NA
26 132.66 temperature 25 10 > th dose independent rect. 23 23
28 132.67 temperature 25 30 < th dose independent sin 5 NA
30 132.68 temperature 30 30 < th dose dependent rect. 7 23
34 132.78 temperature 10 270 > th dose dependent sin 6 NA
35 132.78 temperature 30 270 < th dose dependent rect. 23 21
36 132.81 temperature 25 10 > th dose independent sin 4 NA
67 133.38 temperature 20 30 > th dose dependent rect. 23 21
72 133.45 temperature 10 720 > th dose dependent rect. 21 18
74 133.46 temperature 30 30 < th dose dependent sin 4 NA
77 133.50 temperature 20 30 > th dose dependent rect. 6 20
85 133.65 temperature 10 720 > th dose dependent rect. 21 14
89 133.74 temperature 30 270 < th dose dependent sin 6 NA
94 133.83 temperature 20 720 > th dose dependent rect. 23 10
101 133.91 temperature 20 30 > th dose dependent rect. 6 16
107 133.96 temperature 20 720 > th dose dependent rect. 21 13
119 134.08 temperature 20 10 > th dose dependent rect. 21 23
123 134.10 temperature 30 10 < th dose dependent rect. 1 23
142 134.29 temperature 30 270 < th dose dependent rect. 23 14
145 134.32 temperature 10 720 > th dose dependent rect. 23 10
146 134.32 temperature 30 30 < th dose dependent rect. 9 23
151 134.34 temperature 30 270 < th dose dependent rect. 23 12
160 134.41 temperature 20 30 > th dose dependent rect. 6 14
165 134.45 temperature 20 10 > th dose dependent rect. 13 23
170 134.48 temperature 20 30 > th dose dependent no NA NA
175 134.58 temperature 10 720 > th dose dependent rect. 19 15
179 134.62 temperature 30 270 < th dose dependent rect. 23 16
224 134.97 temperature 30 720 < th dose dependent rect. 20 16
237 135.04 wind 5 14400 < th dose independent rect. 20 1
248 135.10 temperature 25 10 > th dose independent rect. 4 16
252 135.11 temperature 30 720 < th dose dependent rect. 1 8
271 135.24 wind 5 14400 > th dose independent rect. 20 1
296 135.39 temperature 20 30 > th dose dependent rect. 4 18
349 135.66 temperature 25 10 < th dose independent rect. 24 20
350 135.67 temperature 25 30 < th dose independent rect. 2 12
373 135.77 temperature 25 10 < th dose independent rect. 2 18
409 135.92 temperature 20 720 > th dose dependent rect. 3 6
423 135.96 temperature 20 10 > th dose dependent rect. 4 16
424 135.96 temperature 20 30 > th dose dependent rect. 8 23
435 135.99 temperature 30 30 < th dose dependent no NA NA
441 136.00 temperature 15 270 > th dose dependent rect. 15 23
445 136.01 temperature 30 30 < th dose dependent rect. 11 23
450 136.04 temperature 30 30 < th dose dependent rect. 16 23
494 136.20 temperature 25 30 < th dose independent rect. 2 10
515 136.26 temperature 15 270 > th dose dependent rect. 17 23
518 136.30 temperature 30 30 < th dose dependent rect. 13 23
533 136.34 wind 3 14400 > th dose dependent rect. 20 2
539 136.37 temperature 25 30 < th dose independent rect. 16 22
586 136.46 temperature 20 10 > th dose dependent rect. 15 23
587 136.47 temperature 25 10 > th dose independent rect. 21 23
668 136.69 temperature 25 10 > th dose independent rect. 24 12
674 136.70 temperature 25 10 > th dose independent rect. 6 23
682 136.73 temperature 25 10 < th dose independent rect. 24 14
703 136.80 temperature 20 4320 < th dose independent rect. 20 3
743 136.91 temperature 20 10 > th dose dependent rect. 17 23
772 137.00 wind 5 43200 > th dose independent rect. 18 3
784 137.03 temperature 20 4320 > th dose dependent rect. 24 1
786 137.04 temperature 20 4320 > th dose independent rect. 20 3
825 137.12 temperature 30 30 < th dose dependent rect. 19 23
865 137.22 temperature 20 4320 > th dose dependent rect. 3 1
881 137.26 wind 5 43200 < th dose independent rect. 18 3
916 137.31 temperature 25 10 < th dose independent rect. 2 16
981 137.45 temperature 20 1440 > th dose dependent rect. 24 5
987 137.46 temperature 25 10 > th dose independent rect. 4 22