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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.

Os02g0111900

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

Description : DEAD/DEAH box helicase, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.02 (0.0374) R2 : 0.116
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.74 (0.354) R2dE : 0.117 R2E : 0.116
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0237 (0.0788) R2dN8 : 0.000227 R2N8 : -0.000523
σ : 0.702
deviance : 226.97
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C
peak time of C : --
E
wheather : wind
threshold : 0.8351
memory length : 13
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 4.85
open length of G : 6.9

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = < th, dose dependency = dose independent, 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
220.61 0.698 3.06 -0.599 0.203 2.86 -0.606 -13.1 0.0225 17.6 0.94 23 4.35 6.3
223.3 0.696 3.03 -0.226 0.206 2.94 -0.31 -- 0.00743 17.3 0.8849 13 4.84 6.78
221.21 0.693 3.06 -0.575 0.21 2.84 -- -12.3 0.0215 16.6 0.9436 23 4.35 5.6
223.51 0.696 3.03 -0.223 0.211 2.98 -- -- 0.00976 17.1 0.8615 14 4.84 6.79
223.44 0.696 3.06 -0.583 -- 2.72 -- -12.6 0.0124 -- 0.9474 23 4.34 6.3
254.86 0.748 3.03 -0.207 0.0378 -- 0.59 -- -0.0443 6.62 -- -- -- --
255.53 0.749 3.03 -0.196 0.0684 -- -- -- -0.045 10.4 -- -- -- --
225.57 0.7 3.03 -0.231 -- 2.76 -- -- -0.00156 -- 0.8611 13 4.84 6.9
224.86 0.698 3.02 -- 0.208 2.94 -- -- 0.0315 17.1 0.835 13 4.85 6.75
255.82 0.747 3.04 -0.197 -- -- -- -- -0.0452 -- -- -- -- --
256.54 0.749 3.03 -- 0.0696 -- -- -- -0.0232 10.6 -- -- -- --
226.97 0.702 3.02 -- -- 2.74 -- -- 0.0237 -- 0.8351 13 4.85 6.9
256.84 0.748 3.03 -- -- -- -- -- -0.0234 -- -- -- -- --

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
1 222.40 wind 1.0 30 < th dose dependent rect. 4 6
5 223.91 wind 1.0 30 < th dose independent rect. 4 6
6 223.93 wind 1.0 30 < th dose dependent rect. 4 2
11 225.19 wind 1.0 30 < th dose independent rect. 4 2
103 231.40 radiation 1.0 90 < th dose independent rect. 14 1
104 231.40 radiation 1.0 90 < th dose dependent rect. 14 1
130 232.55 temperature 25.0 90 < th dose independent rect. 14 1
153 233.41 wind 1.0 30 < th dose dependent sin 0 NA
165 233.95 precipitation 0.1 30 > th dose independent rect. 7 7
173 233.95 precipitation 0.1 30 > th dose dependent rect. 7 7
181 233.99 humidity 90.0 10 > th dose independent rect. 13 1
189 233.99 humidity 90.0 10 > th dose dependent rect. 13 1
198 234.02 humidity 90.0 90 > th dose dependent rect. 13 1
200 234.04 humidity 90.0 90 > th dose independent rect. 13 1
211 234.06 precipitation 0.1 90 > th dose independent rect. 13 1
217 234.06 precipitation 0.1 90 > th dose dependent rect. 13 1
299 235.20 wind 1.0 30 < th dose independent sin 1 NA
303 235.46 humidity 80.0 10 > th dose dependent rect. 16 1
322 235.92 humidity 80.0 10 > th dose independent rect. 15 1
363 236.83 wind 1.0 30 > th dose independent sin 0 NA
405 237.89 temperature 25.0 10 < th dose dependent rect. 15 1
531 239.21 precipitation 0.1 1440 > th dose independent rect. 12 1
533 239.21 precipitation 0.1 1440 > th dose dependent rect. 12 1
540 239.31 temperature 25.0 30 > th dose dependent rect. 23 1
544 239.33 radiation 10.0 270 < th dose dependent rect. 11 1
548 239.42 wind 1.0 1440 < th dose independent rect. 17 1
553 239.46 wind 1.0 1440 < th dose dependent rect. 17 1
572 239.74 wind 1.0 1440 > th dose independent rect. 17 1
661 240.59 temperature 25.0 10 > th dose independent rect. 23 1
672 240.86 wind 1.0 30 < th dose dependent rect. 9 22
726 241.55 wind 1.0 30 < th dose dependent rect. 23 13
740 241.58 wind 1.0 30 > th dose independent rect. 1 11
745 241.62 wind 1.0 30 < th dose dependent rect. 23 11
787 241.77 wind 1.0 30 < th dose dependent rect. 22 9
872 242.00 wind 1.0 30 < th dose dependent rect. 11 23
875 242.01 wind 1.0 30 < th dose dependent no NA NA
900 242.09 temperature 30.0 720 > th dose independent rect. 17 1
936 242.25 wind 1.0 30 < th dose dependent rect. 11 20
939 242.26 temperature 30.0 720 < th dose independent rect. 16 16