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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.

Os08g0544400

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

Description : Tobacco mosaic virus coat protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.01 (0.0526) R2 : 0.0464
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.557 (0.126) R2dC : 0.0413 R2C : 0.0398
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.172 (0.111) R2dN8 : 0.00657 R2N8 : 0.0051
σ : 0.992
deviance : 449.3
__
_____
C
peak time of C : 23.1
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 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
426.01 0.97 2.85 1.28 0.595 1.09 -1.53 -6.64 0.203 22.6 29.99 1401 -- --
430.13 0.966 2.97 0.233 0.501 0.796 -1.63 -- 0.361 22 19.8 4496 -- --
435.25 0.972 2.87 1.23 0.611 1.08 -- -6.28 0.197 23.2 29.92 1344 -- --
438.15 0.975 2.97 0.245 0.556 0.764 -- -- 0.35 23.2 19.99 4485 -- --
457.28 0.996 2.86 1.12 -- 1.06 -- -6.21 0.197 -- 29.95 1509 -- --
438.67 0.982 3.02 -0.28 0.551 -- -1.54 -- 0.146 22.5 -- -- -- --
448.02 0.991 3.02 -0.221 0.56 -- -- -- 0.148 23.1 -- -- -- --
457.84 0.997 2.97 0.269 -- 0.772 -- -- 0.364 -- 19.9 4507 -- --
439.33 0.976 2.97 -- 0.584 0.666 -- -- 0.308 23.1 19.8 4491 -- --
467.54 1.01 3 -0.208 -- -- -- -- 0.152 -- -- -- -- --
449.3 0.992 3.01 -- 0.557 -- -- -- 0.172 23.1 -- -- -- --
458.92 0.998 2.97 -- -- 0.609 -- -- 0.297 -- 19.8 4495 -- --
468.68 1.01 3 -- -- -- -- -- 0.176 -- -- -- -- --

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
1 413.14 humidity 80.0 10 < th dose independent rect. 5 1
6 413.14 humidity 80.0 10 < th dose dependent rect. 5 1
19 413.67 temperature 20.0 270 < th dose dependent rect. 2 1
22 415.40 wind 3.0 30 < th dose independent rect. 18 1
23 416.14 temperature 20.0 270 < th dose independent rect. 2 1
25 416.31 temperature 20.0 10 < th dose dependent rect. 4 2
29 417.12 wind 5.0 10 < th dose dependent rect. 18 1
30 417.13 wind 3.0 10 > th dose dependent rect. 6 1
34 417.67 temperature 25.0 90 > th dose dependent rect. 1 1
43 418.68 temperature 20.0 10 < th dose independent rect. 4 2
44 418.69 temperature 20.0 10 < th dose dependent rect. 2 5
45 418.70 temperature 20.0 10 < th dose dependent rect. 6 1
48 418.78 wind 9.0 270 > th dose dependent rect. 18 3
52 418.90 temperature 20.0 10 < th dose dependent rect. 2 8
61 419.14 radiation 1.0 43200 < th dose dependent rect. 19 1
72 419.44 wind 7.0 270 > th dose independent rect. 19 3
86 419.71 humidity 80.0 90 < th dose independent rect. 18 1
88 419.75 humidity 70.0 720 > th dose independent rect. 19 1
89 419.77 temperature 25.0 90 > th dose independent rect. 1 1
90 419.80 wind 7.0 90 > th dose dependent rect. 18 7
114 420.44 humidity 50.0 10 > th dose dependent rect. 18 1
117 420.48 wind 7.0 90 > th dose dependent rect. 18 14
119 420.50 humidity 70.0 10 > th dose dependent rect. 18 1
123 420.52 temperature 20.0 10 < th dose dependent rect. 3 16
169 420.90 wind 9.0 1440 > th dose independent rect. 21 1
170 420.90 wind 9.0 1440 > th dose dependent rect. 21 1
172 420.92 temperature 20.0 10 < th dose dependent rect. 24 7
175 420.96 radiation 10.0 10 < th dose independent rect. 18 1
179 421.05 temperature 20.0 10 < th dose dependent rect. 24 10
182 421.10 radiation 10.0 10 < th dose dependent rect. 18 1
194 421.24 temperature 30.0 720 < th dose independent rect. 18 1
199 421.29 temperature 20.0 30 > th dose independent rect. 2 16
213 421.39 atmosphere 1005.0 10 > th dose independent rect. 18 1
214 421.41 temperature 30.0 10 < th dose dependent rect. 18 1
217 421.42 humidity 90.0 10 < th dose independent rect. 18 1
219 421.44 atmosphere 1000.0 10 > th dose dependent rect. 18 1
234 421.51 wind 1.0 10 > th dose independent rect. 18 1
235 421.51 temperature 10.0 10 > th dose independent rect. 18 1
237 421.51 humidity 50.0 10 > th dose independent rect. 18 1
238 421.51 atmosphere 1010.0 10 < th dose independent rect. 18 1
243 421.51 precipitation 0.1 10 < th dose independent rect. 18 1
244 421.51 temperature 10.0 10 > th dose independent rect. 19 23
245 421.51 precipitation 0.1 10 < th dose dependent rect. 18 1
264 421.59 atmosphere 995.0 10 > th dose independent rect. 18 1
313 421.78 radiation 1.0 90 > th dose independent rect. 18 1
367 421.89 atmosphere 1015.0 10 < th dose dependent rect. 18 1
380 421.93 atmosphere 1005.0 90 > th dose dependent rect. 17 2
388 421.96 temperature 25.0 270 < th dose dependent rect. 23 7
389 421.98 atmosphere 995.0 720 < th dose independent rect. 14 1
430 421.98 atmosphere 995.0 720 < th dose dependent rect. 14 1
486 422.03 atmosphere 1000.0 10 < th dose independent rect. 1 1
493 422.03 atmosphere 1000.0 10 < th dose dependent rect. 1 1
516 422.09 temperature 20.0 30 > th dose independent rect. 24 18
561 422.27 atmosphere 995.0 10 > th dose independent rect. 19 23
589 422.35 atmosphere 1005.0 30 > th dose dependent rect. 5 1
613 422.47 temperature 10.0 10 > th dose dependent rect. 18 1
647 422.54 humidity 90.0 90 < th dose dependent rect. 18 1
651 422.56 wind 1.0 43200 < th dose dependent rect. 18 3
660 422.61 temperature 30.0 10 < th dose independent rect. 18 1
696 422.73 atmosphere 995.0 720 > th dose independent sin 5 NA
697 422.73 temperature 25.0 10 > th dose independent rect. 18 1
705 422.76 temperature 20.0 90 < th dose independent rect. 1 17
721 422.84 temperature 20.0 10 < th dose dependent sin 1 NA
736 422.92 wind 3.0 10 > th dose independent rect. 5 2
738 422.92 temperature 30.0 720 < th dose dependent rect. 18 11
751 422.98 wind 1.0 270 < th dose dependent rect. 21 1
780 423.10 radiation 10.0 10 < th dose dependent rect. 12 1
798 423.25 atmosphere 995.0 720 < th dose independent sin 6 NA
819 423.30 temperature 10.0 1440 > th dose independent rect. 19 1
828 423.30 atmosphere 995.0 1440 > th dose independent rect. 19 1
832 423.30 radiation 1.0 1440 < th dose independent rect. 19 1
853 423.30 temperature 10.0 1440 > th dose independent rect. 20 23
856 423.30 radiation 1.0 1440 < th dose dependent rect. 19 1
899 423.46 radiation 10.0 10 < th dose independent rect. 11 2
963 423.74 wind 1.0 720 < th dose dependent rect. 16 1
968 423.78 temperature 20.0 10 < th dose independent rect. 2 17
970 423.79 temperature 25.0 270 > th dose dependent rect. 22 4
977 423.85 wind 1.0 30 > th dose dependent rect. 18 1
996 423.93 temperature 25.0 10 < th dose dependent sin 5 NA