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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.

Os11g0257800

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3 (0.0292) R2 : 0.0118
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.144 (0.0615) R2dN8 : 0.0153 R2N8 : 0.0118
σ : 0.55
deviance : 138.9
__
_____
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 = wind, 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
132.08 0.54 3.01 -0.166 0.248 -0.383 -0.121 -0.13 0.117 1.52 5.4 7 -- --
132.11 0.535 3.01 -0.167 0.249 -0.372 -0.145 -- 0.12 1.46 5.396 6 -- --
132.13 0.535 3.01 -0.164 0.247 -0.383 -- -0.182 0.117 1.49 5.4 6 -- --
132.19 0.535 3.01 -0.166 0.247 -0.361 -- -- 0.12 1.48 5.372 6 -- --
135.4 0.542 3.01 -0.187 -- -0.261 -- -0.198 0.118 -- 5.4 6 -- --
135.7 0.546 3.01 -0.243 0.165 -- -0.0108 -- 0.115 23.9 -- -- -- --
135.7 0.546 3.01 -0.242 0.165 -- -- -- 0.115 23.9 -- -- -- --
135.47 0.542 3 -0.182 -- -0.244 -- -- 0.122 -- 5.388 6 -- --
132.88 0.537 3 -- 0.252 -0.394 -- -- 0.137 1.55 5.3 6 -- --
137.41 0.548 3.01 -0.237 -- -- -- -- 0.117 -- -- -- -- --
137.25 0.548 3 -- 0.162 -- -- -- 0.142 23.8 -- -- -- --
136.31 0.544 3 -- -- -0.276 -- -- 0.142 -- 5.378 6 -- --
138.9 0.55 3 -- -- -- -- -- 0.144 -- -- -- -- --

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
1 128.83 humidity 60.0 30 > th dose independent rect. 16 1
2 128.85 atmosphere 1005.0 30 > th dose dependent rect. 16 1
3 128.87 atmosphere 1005.0 30 > th dose independent rect. 16 1
5 128.96 temperature 30.0 30 < th dose independent rect. 16 1
6 128.98 wind 1.0 30 > th dose independent rect. 17 23
8 129.06 humidity 50.0 30 > th dose dependent rect. 16 1
11 129.21 temperature 25.0 10 > th dose dependent rect. 16 1
12 129.33 humidity 80.0 10 < th dose dependent rect. 16 1
14 129.40 radiation 10.0 10 < th dose independent rect. 16 1
18 129.54 wind 5.0 30 < th dose independent rect. 16 1
20 129.55 wind 5.0 10 > th dose dependent rect. 16 1
22 129.69 wind 7.0 30 > th dose independent rect. 16 1
26 129.73 wind 7.0 90 > th dose independent rect. 2 7
27 129.76 wind 7.0 90 > th dose dependent rect. 2 7
28 129.79 humidity 70.0 30 < th dose independent rect. 16 1
33 129.89 wind 7.0 90 > th dose independent rect. 7 2
36 129.89 wind 7.0 30 < th dose dependent rect. 16 1
37 129.90 atmosphere 995.0 30 > th dose independent rect. 17 23
38 129.90 wind 7.0 90 > th dose dependent rect. 7 2
48 129.96 atmosphere 1010.0 30 < th dose dependent rect. 16 1
51 130.02 temperature 30.0 30 < th dose dependent rect. 16 1
53 130.13 radiation 10.0 30 > th dose dependent rect. 16 15
54 130.14 wind 5.0 10 > th dose independent rect. 16 4
57 130.19 radiation 10.0 30 > th dose independent rect. 16 1
61 130.24 radiation 10.0 30 > th dose dependent rect. 16 1
90 130.32 temperature 10.0 1440 > th dose independent rect. 17 1
94 130.32 radiation 30.0 1440 < th dose independent rect. 17 1
100 130.32 temperature 10.0 1440 > th dose independent rect. 18 23
131 130.53 precipitation 0.1 30 < th dose independent rect. 17 23
133 130.53 precipitation 0.1 30 < th dose dependent rect. 17 23
141 130.57 temperature 10.0 30 > th dose independent rect. 16 1
144 130.57 atmosphere 995.0 30 > th dose independent rect. 16 1
146 130.57 atmosphere 1010.0 30 < th dose independent rect. 16 1
149 130.57 precipitation 0.1 30 < th dose independent rect. 16 1
150 130.57 temperature 10.0 30 > th dose independent rect. 17 23
152 130.57 precipitation 0.1 30 < th dose dependent rect. 16 1
162 130.64 radiation 20.0 30 < th dose dependent rect. 16 1
163 130.64 radiation 40.0 30 < th dose dependent rect. 16 1
167 130.66 wind 9.0 30 < th dose independent rect. 17 23
183 130.69 atmosphere 995.0 30 > th dose dependent rect. 16 1
206 130.79 wind 3.0 10 > th dose dependent rect. 16 4
209 130.88 temperature 25.0 10 < th dose independent rect. 4 2
210 130.90 wind 5.0 10 > th dose independent rect. 16 18
228 131.02 wind 5.0 10 > th dose independent rect. 16 13
230 131.05 wind 5.0 10 < th dose independent rect. 17 11
231 131.05 wind 5.0 10 < th dose independent rect. 7 21
244 131.18 wind 5.0 10 < th dose independent rect. 14 14
257 131.20 temperature 25.0 10 < th dose independent rect. 4 7
269 131.30 humidity 90.0 270 > th dose dependent rect. 20 1
272 131.35 temperature 30.0 30 < th dose independent rect. 17 23
282 131.55 radiation 10.0 10 < th dose dependent rect. 4 11
287 131.63 temperature 25.0 10 > th dose independent rect. 24 16
289 131.64 humidity 50.0 30 > th dose independent rect. 17 23
291 131.64 temperature 10.0 10 > th dose dependent rect. 7 9
292 131.65 radiation 30.0 30 < th dose independent rect. 11 8
293 131.66 wind 1.0 30 > th dose independent rect. 19 21
298 131.77 radiation 10.0 10 < th dose dependent rect. 4 13
299 131.77 wind 3.0 10 > th dose dependent rect. 16 18
301 131.78 temperature 25.0 10 < th dose independent rect. 4 11
302 131.78 temperature 25.0 30 > th dose independent rect. 19 21
310 131.81 wind 3.0 10 > th dose dependent rect. 16 14
313 131.82 temperature 30.0 10 < th dose dependent rect. 4 10
317 131.84 radiation 10.0 10 < th dose dependent rect. 4 6
320 131.85 wind 1.0 30 > th dose independent rect. 19 16
322 131.85 radiation 40.0 10 < th dose dependent rect. 4 13
328 131.90 atmosphere 1010.0 10 < th dose independent rect. 21 7
335 131.94 temperature 10.0 30 > th dose dependent rect. 17 23
345 131.99 radiation 30.0 90 < th dose independent rect. 11 6
369 132.01 atmosphere 1005.0 10 > th dose independent rect. 4 3
377 132.03 temperature 25.0 10 < th dose independent rect. 4 17
385 132.06 wind 5.0 10 < th dose independent rect. 12 16
386 132.06 atmosphere 1005.0 270 > th dose independent rect. 24 17
391 132.06 temperature 30.0 10 < th dose dependent rect. 4 13
406 132.09 radiation 30.0 90 < th dose independent rect. 9 22
409 132.11 radiation 30.0 30 < th dose independent rect. 11 20
411 132.11 temperature 20.0 10 > th dose dependent rect. 19 21
439 132.18 wind 5.0 10 < th dose independent rect. 17 23
447 132.21 radiation 30.0 90 < th dose independent rect. 1 16
466 132.26 atmosphere 995.0 10 > th dose independent rect. 5 23
467 132.26 atmosphere 1015.0 30 < th dose independent rect. 17 23
483 132.28 wind 7.0 10 < th dose dependent rect. 7 21
487 132.30 wind 5.0 10 < th dose independent sin 15 NA
524 132.35 temperature 30.0 10 < th dose dependent rect. 4 16
531 132.37 radiation 40.0 10 < th dose dependent rect. 11 20
538 132.38 temperature 30.0 10 < th dose dependent rect. 4 8
545 132.39 radiation 40.0 10 < th dose dependent rect. 4 10
550 132.40 wind 5.0 10 < th dose independent rect. 7 15
554 132.40 temperature 20.0 10 > th dose dependent rect. 24 16
568 132.43 temperature 15.0 10 > th dose independent rect. 21 7
574 132.44 wind 1.0 30 > th dose independent rect. 24 16
575 132.44 wind 1.0 30 < th dose independent rect. 11 18
589 132.46 wind 5.0 10 > th dose independent sin 16 NA
594 132.46 temperature 15.0 10 > th dose independent rect. 16 15
608 132.48 humidity 90.0 270 < th dose independent rect. 19 2
617 132.49 atmosphere 1005.0 10 > th dose independent rect. 4 6
621 132.50 wind 1.0 30 > th dose independent rect. 19 6
628 132.51 radiation 30.0 10 < th dose dependent rect. 4 6
634 132.53 wind 1.0 30 < th dose independent rect. 4 14
637 132.53 wind 1.0 30 < th dose independent rect. 13 16
644 132.53 wind 7.0 10 < th dose dependent rect. 17 11
646 132.53 radiation 40.0 10 < th dose dependent rect. 2 15
647 132.54 wind 1.0 30 > th dose independent sin 14 NA
659 132.55 wind 1.0 10 > th dose independent rect. 7 9
660 132.55 wind 1.0 30 < th dose independent rect. 4 10
668 132.56 atmosphere 1005.0 270 > th dose independent rect. 1 4
670 132.56 wind 1.0 30 > th dose independent rect. 17 8
676 132.57 humidity 90.0 10 > th dose independent rect. 4 1
679 132.57 atmosphere 1005.0 90 > th dose independent rect. 1 6
683 132.57 temperature 20.0 10 > th dose independent rect. 7 9
710 132.59 atmosphere 1005.0 10 > th dose independent rect. 2 5
714 132.59 temperature 25.0 10 < th dose independent rect. 2 9
715 132.59 temperature 25.0 10 < th dose independent rect. 2 13
728 132.60 temperature 25.0 30 > th dose independent rect. 3 13
736 132.60 radiation 10.0 10 < th dose dependent rect. 4 20
749 132.62 wind 1.0 30 < th dose independent rect. 23 6
771 132.64 temperature 25.0 90 < th dose independent rect. 23 15
784 132.66 atmosphere 1005.0 90 > th dose independent rect. 4 1
786 132.66 radiation 1.0 30 > th dose independent rect. 7 9
787 132.66 temperature 25.0 10 < th dose independent rect. 24 15
790 132.66 humidity 90.0 10 > th dose dependent rect. 4 1
792 132.66 wind 7.0 10 < th dose dependent rect. 15 13
793 132.67 temperature 10.0 720 > th dose independent rect. 17 8
795 132.67 radiation 30.0 720 < th dose independent rect. 17 8
798 132.67 atmosphere 995.0 10 > th dose independent rect. 17 11
799 132.67 wind 1.0 30 < th dose independent rect. 17 12
801 132.67 radiation 10.0 10 < th dose independent rect. 4 13
802 132.67 temperature 10.0 720 > th dose independent rect. 1 16
810 132.68 humidity 50.0 10 < th dose independent rect. 16 1
823 132.68 radiation 40.0 10 < th dose dependent rect. 11 8
825 132.69 temperature 25.0 10 < th dose independent sin 5 NA
839 132.70 humidity 90.0 720 < th dose independent rect. 5 1
840 132.70 atmosphere 1005.0 270 > th dose independent rect. 2 1
844 132.70 temperature 25.0 90 < th dose independent rect. 1 13
861 132.71 wind 1.0 30 < th dose independent rect. 2 12
866 132.71 atmosphere 995.0 10 > th dose independent rect. 21 23
868 132.71 radiation 40.0 30 < th dose dependent rect. 11 6
886 132.72 wind 1.0 30 < th dose independent rect. 2 16
902 132.73 wind 5.0 10 < th dose independent rect. 23 23
905 132.73 wind 1.0 30 < th dose dependent rect. 4 14
907 132.73 wind 7.0 10 < th dose dependent rect. 7 15
915 132.74 humidity 60.0 30 > th dose independent rect. 16 15
924 132.75 temperature 25.0 10 < th dose independent rect. 2 4
931 132.75 radiation 30.0 90 < th dose independent rect. 1 18
934 132.75 temperature 15.0 10 > th dose independent rect. 5 23
953 132.76 atmosphere 995.0 10 > th dose independent rect. 7 21
957 132.76 wind 1.0 30 < th dose dependent rect. 4 10
978 132.78 temperature 10.0 720 > th dose independent rect. 5 8
979 132.78 atmosphere 995.0 720 > th dose independent rect. 5 8
980 132.78 atmosphere 1015.0 720 < th dose independent rect. 5 8
986 132.78 temperature 10.0 720 > th dose independent rect. 13 16
989 132.79 temperature 25.0 90 < th dose independent rect. 3 8
996 132.79 radiation 40.0 10 < th dose dependent rect. 22 22