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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.

Os11g0685400

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 : 3.78 (0.0354) R2 : 0.271
β1 : 1.38 (0.13) R2dD : 0.188 R2D : 0.19
β2 : 0.65 (0.0918) R2dC : 0.0804 R2C : 0.0852
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0292 (0.0755) R2dN8 : 0.000321 R2N8 : -0.00232
σ : 0.665
deviance : 201.64
__
_____
C
peak time of C : 5.11
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 = 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
174.06 0.62 3.68 2.2 0.361 -1.11 2.11 3.33 0.347 3.89 15.1 424 -- --
182.11 0.629 3.76 1.74 0.433 -0.91 1.76 -- 0.198 3.56 15 516 -- --
184.53 0.633 3.69 2.16 0.598 -0.896 -- 2.99 0.311 4.05 13.55 806 -- --
187.78 0.638 3.76 1.62 0.318 -1.1 -- -- 0.181 4.87 14.8 336 -- --
191.02 0.644 3.69 2.07 -- -1.5 -- 2.24 0.394 -- 15.3 387 -- --
194.83 0.654 3.78 1.39 0.62 -- 1.68 -- 0.038 4.43 -- -- -- --
201.64 0.665 3.78 1.38 0.65 -- -- -- 0.0292 5.11 -- -- -- --
186.56 0.636 3.77 1.57 -- -1.13 -- -- 0.149 -- 24.33 328 -- --
250.17 0.737 3.81 -- 0.572 -0.358 -- -- -0.0822 5.03 4.68 312 -- --
223.79 0.699 3.79 1.4 -- -- -- -- 0.0457 -- -- -- -- --
251.72 0.742 3.82 -- 0.674 -- -- -- -0.124 5.04 -- -- -- --
250.83 0.738 3.81 -- -- -0.924 -- -- -0.0518 -- 24.68 276 -- --
275.61 0.775 3.83 -- -- -- -- -- -0.11 -- -- -- -- --

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
1 168.32 temperature 25.0 270 < th dose dependent rect. 8 2
4 169.06 temperature 15.0 270 > th dose dependent rect. 6 14
5 169.24 radiation 20.0 4320 > th dose independent rect. 6 2
22 169.57 temperature 30.0 720 < th dose dependent rect. 5 7
43 169.78 temperature 15.0 720 > th dose dependent rect. 6 7
47 169.94 temperature 20.0 720 < th dose dependent rect. 24 12
57 170.27 radiation 20.0 4320 > th dose dependent rect. 6 3
83 170.56 humidity 90.0 14400 > th dose dependent rect. 20 4
92 170.70 humidity 90.0 14400 > th dose dependent rect. 19 7
107 170.89 temperature 30.0 270 < th dose dependent rect. 7 11
119 171.03 temperature 15.0 720 > th dose dependent sin 3 NA
129 171.15 temperature 20.0 720 < th dose dependent sin 6 NA
139 171.24 temperature 15.0 720 > th dose dependent rect. 6 5
140 171.26 humidity 90.0 14400 > th dose dependent rect. 20 1
169 171.59 temperature 15.0 720 > th dose dependent rect. 1 15
213 171.82 temperature 10.0 720 > th dose dependent rect. 2 12
223 171.89 radiation 30.0 4320 < th dose independent rect. 18 15
231 171.93 radiation 30.0 4320 < th dose independent rect. 20 13
235 171.96 radiation 30.0 4320 < th dose independent rect. 3 6
239 171.97 temperature 20.0 720 < th dose dependent rect. 1 1
241 171.98 radiation 30.0 4320 < th dose independent rect. 5 4
246 171.99 radiation 30.0 4320 < th dose independent rect. 24 9
323 172.32 humidity 90.0 14400 > th dose dependent sin 14 NA
335 172.42 temperature 10.0 270 > th dose dependent sin 23 NA
342 172.44 humidity 90.0 14400 > th dose dependent rect. 18 15
355 172.52 temperature 15.0 270 > th dose dependent rect. 23 22
374 172.70 temperature 30.0 720 < th dose dependent sin 4 NA
393 172.77 humidity 90.0 720 > th dose dependent rect. 7 5
398 172.81 humidity 90.0 14400 > th dose independent rect. 20 1
417 172.89 temperature 25.0 270 > th dose independent rect. 23 21
453 173.07 humidity 80.0 43200 > th dose independent rect. 9 2
481 173.23 temperature 30.0 720 < th dose dependent rect. 24 15
526 173.35 temperature 20.0 90 < th dose dependent rect. 24 16
527 173.36 temperature 30.0 270 < th dose dependent sin 23 NA
530 173.37 precipitation 0.1 720 > th dose independent rect. 8 2
531 173.37 precipitation 0.1 720 > th dose dependent rect. 8 2
553 173.49 temperature 20.0 90 < th dose dependent rect. 24 13
561 173.51 humidity 90.0 14400 > th dose independent rect. 18 6
581 173.58 precipitation 0.1 720 > th dose independent rect. 6 1
583 173.58 precipitation 0.1 720 > th dose dependent rect. 6 1
616 173.64 temperature 30.0 10 < th dose dependent rect. 10 2
632 173.68 humidity 90.0 14400 > th dose independent rect. 18 14
635 173.69 humidity 90.0 14400 > th dose independent rect. 18 16
664 173.75 humidity 90.0 720 > th dose dependent rect. 6 15
667 173.76 humidity 90.0 14400 > th dose independent rect. 18 11
686 173.79 humidity 90.0 270 > th dose dependent rect. 8 13
698 173.81 temperature 20.0 720 < th dose independent rect. 24 12
731 173.88 radiation 1.0 720 > th dose independent rect. 17 21
756 173.92 humidity 90.0 270 > th dose dependent rect. 10 2
770 173.95 humidity 80.0 43200 < th dose independent rect. 9 2
801 174.00 humidity 90.0 270 > th dose independent rect. 9 3
805 174.00 temperature 10.0 270 > th dose dependent rect. 9 23
858 174.10 humidity 90.0 14400 > th dose dependent rect. 6 23
924 174.20 humidity 90.0 14400 < th dose independent rect. 19 6
937 174.22 radiation 1.0 720 < th dose dependent rect. 7 2
945 174.25 humidity 90.0 14400 > th dose dependent no NA NA
973 174.31 humidity 90.0 14400 > th dose dependent rect. 1 23