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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.

Os01g0974900

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 : 4.37 (0.0392) R2 : 0.269
β1 : 1.44 (0.146) R2dD : 0.17 R2D : 0.114
β2 : 0.61 (0.101) R2dC : 0.0583 R2C : 0.0521
β3 : -0.915 (0.127) R2dE : 0.0952 R2E : -0.000325
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.253 (0.0856) R2dN8 : 0.02 R2N8 : 0.0138
σ : 0.726
deviance : 242.9
__
_____
C
peak time of C : 19
E
wheather : temperature
threshold : 30.4
memory length : 3931
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 = temperature, 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
242.62 0.732 4.4 1.18 0.602 -0.718 -0.248 -1.66 -0.252 19.1 30.3 3932 -- --
242.81 0.726 4.37 1.44 0.605 -0.893 -0.189 -- -0.246 18.9 30.37 3931 -- --
242.76 0.726 4.4 1.18 0.603 -0.715 -- -1.66 -0.252 19 30.32 3931 -- --
242.9 0.726 4.37 1.44 0.61 -0.915 -- -- -0.253 19 30.4 3931 -- --
261.59 0.753 4.4 1.04 -- -0.615 -- -2.48 -0.266 -- 30.3 4067 -- --
270.13 0.771 4.33 1.21 0.615 -- -0.053 -- -0.096 18.5 -- -- -- --
270.13 0.77 4.33 1.21 0.615 -- -- -- -0.0961 18.5 -- -- -- --
261.98 0.754 4.36 1.44 -- -0.927 -- -- -0.265 -- 30.39 4086 -- --
294.74 0.8 4.39 -- 0.59 -0.64 -- -- -0.352 18.9 30.7 3887 -- --
289.79 0.795 4.32 1.2 -- -- -- -- -0.109 -- -- -- -- --
308.98 0.822 4.36 -- 0.599 -- -- -- -0.231 18.6 -- -- -- --
312.89 0.824 4.38 -- -- -0.636 -- -- -0.37 -- 30.74 4072 -- --
327.68 0.845 4.35 -- -- -- -- -- -0.242 -- -- -- -- --

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
1 238.78 radiation 30 4320 > th dose independent rect. 15 17
2 239.03 temperature 10 720 > th dose dependent rect. 14 18
17 240.54 radiation 30 4320 < th dose independent rect. 15 17
24 240.60 radiation 30 4320 > th dose dependent rect. 15 17
26 240.65 temperature 30 720 < th dose dependent rect. 18 1
29 240.83 temperature 25 4320 < th dose independent rect. 23 1
34 240.92 radiation 20 1440 > th dose dependent rect. 16 1
72 241.25 temperature 10 720 > th dose dependent rect. 12 15
77 241.35 radiation 30 4320 < th dose independent rect. 15 1
82 241.49 radiation 30 4320 > th dose independent rect. 15 2
100 241.57 temperature 30 4320 > th dose independent rect. 11 1
103 241.64 temperature 20 720 > th dose dependent sin 13 NA
105 241.70 temperature 25 4320 > th dose dependent rect. 23 12
106 241.72 radiation 30 4320 < th dose independent rect. 15 9
109 241.76 temperature 30 4320 < th dose independent rect. 11 1
111 241.76 radiation 30 4320 < th dose independent rect. 15 4
112 241.76 radiation 30 4320 < th dose independent rect. 15 7
122 241.83 radiation 30 4320 < th dose independent rect. 15 11
129 241.87 wind 5 43200 > th dose independent rect. 20 5
132 241.89 radiation 30 4320 < th dose independent rect. 15 14
150 242.04 wind 5 43200 > th dose dependent rect. 20 5
151 242.05 wind 7 43200 > th dose independent rect. 17 16
155 242.06 wind 5 43200 < th dose independent rect. 20 5
175 242.09 wind 7 43200 > th dose independent rect. 17 14
186 242.16 wind 7 43200 < th dose independent rect. 17 17
200 242.26 wind 7 43200 < th dose independent rect. 17 14
217 242.41 temperature 25 4320 > th dose independent rect. 23 1
220 242.42 temperature 25 4320 > th dose dependent rect. 6 5
221 242.42 wind 7 43200 > th dose dependent rect. 17 14
225 242.43 temperature 25 4320 > th dose dependent sin 7 NA
261 242.57 temperature 25 4320 > th dose dependent rect. 9 1
270 242.59 wind 5 43200 > th dose dependent rect. 17 19
279 242.63 temperature 30 4320 > th dose independent rect. 16 1
289 242.66 wind 5 43200 > th dose independent rect. 17 21
290 242.66 temperature 15 4320 > th dose dependent rect. 23 14
311 242.73 wind 9 43200 < th dose independent rect. 19 11
314 242.74 temperature 30 4320 < th dose independent rect. 16 1
356 242.82 temperature 30 4320 > th dose dependent rect. 14 1
366 242.84 temperature 15 4320 > th dose dependent sin 5 NA
395 242.88 temperature 10 720 > th dose dependent rect. 14 10
445 242.93 wind 7 43200 > th dose independent sin 11 NA
455 242.94 wind 7 43200 > th dose independent rect. 17 8
457 242.94 temperature 20 4320 > th dose dependent rect. 24 2
475 242.95 temperature 15 4320 > th dose dependent rect. 6 23
485 242.96 temperature 30 90 < th dose dependent rect. 15 15
504 242.98 wind 7 43200 > th dose independent rect. 17 10
505 242.98 temperature 15 4320 > th dose dependent no NA NA
516 242.98 temperature 15 4320 > th dose dependent rect. 8 21
526 242.99 wind 7 43200 < th dose independent rect. 17 8
564 243.00 temperature 15 4320 > th dose dependent rect. 11 23
611 243.04 wind 7 43200 < th dose independent rect. 17 10
647 243.06 wind 7 43200 < th dose independent sin 11 NA
759 243.12 temperature 15 4320 > th dose dependent rect. 6 2
760 243.12 temperature 30 4320 < th dose dependent rect. 6 2
807 243.15 temperature 25 4320 < th dose independent rect. 20 6
820 243.16 temperature 30 4320 < th dose independent rect. 10 5
837 243.17 temperature 15 4320 > th dose dependent rect. 6 4
852 243.18 temperature 30 4320 < th dose dependent rect. 1 1
879 243.20 temperature 30 4320 > th dose independent rect. 10 7
881 243.20 wind 5 43200 > th dose dependent sin 11 NA
885 243.20 temperature 15 4320 > th dose dependent rect. 14 13
935 243.23 temperature 15 4320 > th dose dependent sin 15 NA
954 243.24 temperature 30 90 < th dose dependent rect. 17 13