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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.

Os11g0184500

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.07 (--) R2 : 0.00526
β1 : 0.00309 (--) R2dD : 3.81e-05 R2D : 4.12e-05
β2 : 0.111 (--) R2dC : 0.005 R2C : 0.005
β3 : 3.13 (--) R2dE : -- R2E : --
β4 : 0.0891 (--) R2dD*C : 0.000209 R2D*C : 0.000213
β5 : 7.19 (--) R2dD*E : -- R2D*E : --
γ1 : -0.000364 (--) R2dN8 : 6.34e-06 R2N8 : 3.2e-06
σ : 0.479
deviance : 104.11
__
_____
C
peak time of C : 7.77
E
wheather : precipitation
threshold : 1
memory length : 1
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 1
open length of G : 1

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, 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
104.11 0.479 3.07 0.00309 0.111 3.13 0.0891 7.19 -0.000364 7.77 1 1 1 1
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
131.36 0.537 3.07 0.0273 0.114 -- 0.317 -- -0.00838 5.55 -- -- -- --
131.55 0.537 3.07 0.0293 0.121 -- -- -- -0.00942 6.52 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
132.31 0.537 3.07 0.0323 -- -- -- -- -0.00693 -- -- -- -- --
131.57 0.537 3.07 -- 0.121 -- -- -- -0.0127 6.51 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
132.34 0.537 3.07 -- -- -- -- -- -0.0105 -- -- -- -- --

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
1 104.11 precipitation 0.1 10 > th dose independent rect. 1 1
11 104.11 precipitation 0.1 10 > th dose dependent rect. 1 1
27 107.07 wind 1.0 90 < th dose dependent rect. 24 1
30 110.16 wind 1.0 90 < th dose independent rect. 24 2
76 120.90 wind 1.0 270 < th dose dependent rect. 22 4
90 121.60 wind 1.0 270 < th dose dependent rect. 16 10
112 122.26 wind 1.0 270 < th dose dependent sin 14 NA
132 123.04 wind 1.0 270 < th dose dependent rect. 22 9
145 123.23 wind 1.0 270 < th dose dependent rect. 15 16
158 123.40 temperature 20.0 30 > th dose dependent rect. 2 1
174 123.55 atmosphere 1005.0 30 > th dose dependent rect. 2 1
188 123.66 temperature 20.0 30 > th dose independent rect. 2 1
189 123.67 atmosphere 1000.0 30 > th dose independent rect. 2 1
197 123.71 wind 9.0 30 < th dose independent rect. 2 1
198 123.71 temperature 10.0 30 > th dose independent rect. 2 1
200 123.71 temperature 30.0 30 < th dose independent rect. 2 1
201 123.71 humidity 50.0 30 > th dose independent rect. 2 1
206 123.71 atmosphere 1010.0 30 < th dose independent rect. 2 1
208 123.71 radiation 1.0 30 < th dose independent rect. 2 1
213 123.71 precipitation 0.1 30 < th dose independent rect. 2 1
214 123.71 temperature 10.0 30 > th dose independent rect. 3 23
215 123.71 radiation 1.0 30 < th dose dependent rect. 2 1
220 123.71 precipitation 0.1 30 < th dose dependent rect. 2 1
222 123.71 wind 1.0 270 < th dose dependent rect. 10 21
223 123.73 wind 5.0 30 < th dose independent rect. 2 1
235 123.82 wind 1.0 270 < th dose independent rect. 16 10
236 123.83 wind 1.0 10 > th dose independent rect. 21 23
239 123.85 humidity 50.0 30 > th dose dependent rect. 2 1
245 123.93 atmosphere 1015.0 30 < th dose dependent rect. 2 1
256 124.08 radiation 1.0 43200 < th dose dependent rect. 3 1
270 124.21 temperature 30.0 30 < th dose dependent rect. 2 1
295 124.38 humidity 90.0 90 > th dose dependent rect. 24 1
312 124.54 wind 9.0 30 < th dose independent rect. 3 23
325 124.77 wind 1.0 270 < th dose independent sin 13 NA
333 124.85 wind 9.0 1440 < th dose independent rect. 3 1
334 124.85 temperature 10.0 1440 > th dose independent rect. 3 1
337 124.85 temperature 30.0 1440 < th dose independent rect. 3 1
341 124.85 humidity 50.0 1440 > th dose independent rect. 3 1
350 124.85 atmosphere 995.0 1440 > th dose independent rect. 3 1
351 124.85 radiation 1.0 1440 < th dose independent rect. 3 1
372 124.85 temperature 10.0 1440 > th dose independent rect. 4 23
375 124.85 radiation 1.0 1440 < th dose dependent rect. 3 1
397 124.98 wind 1.0 270 < th dose independent rect. 22 9
403 125.11 wind 1.0 270 < th dose dependent rect. 6 20
416 125.18 wind 1.0 270 < th dose independent rect. 15 16
428 125.28 wind 1.0 270 < th dose dependent rect. 22 15
440 125.33 wind 1.0 270 < th dose dependent rect. 6 23
447 125.37 wind 1.0 270 < th dose dependent rect. 14 23
470 125.44 wind 1.0 270 < th dose dependent rect. 21 22
507 125.56 wind 1.0 10 < th dose independent rect. 8 1
511 125.56 wind 1.0 10 < th dose dependent rect. 8 1
520 125.58 wind 1.0 270 > th dose independent sin 13 NA
536 125.63 wind 1.0 270 < th dose dependent no NA NA
564 125.72 wind 1.0 30 > th dose independent rect. 2 1
600 125.85 wind 1.0 270 < th dose independent rect. 5 21
610 125.90 wind 9.0 30 < th dose independent rect. 21 23
616 125.92 temperature 30.0 30 < th dose independent rect. 21 23
620 125.95 wind 1.0 270 < th dose independent rect. 11 20
625 125.97 temperature 30.0 30 < th dose independent rect. 3 23
634 126.03 wind 1.0 10 < th dose independent rect. 8 19
701 126.26 humidity 90.0 30 < th dose dependent rect. 20 1
702 126.27 radiation 10.0 1440 < th dose dependent rect. 21 1
704 126.28 humidity 90.0 30 < th dose independent rect. 20 1
713 126.30 temperature 10.0 1440 > th dose independent rect. 21 1
716 126.30 temperature 30.0 1440 < th dose independent rect. 21 1
720 126.30 humidity 50.0 1440 > th dose independent rect. 21 1
726 126.30 atmosphere 995.0 1440 > th dose independent rect. 21 1
727 126.30 radiation 1.0 1440 < th dose independent rect. 21 1
747 126.30 temperature 10.0 1440 > th dose independent rect. 22 23
750 126.31 temperature 20.0 30 > th dose independent rect. 20 1
752 126.31 atmosphere 1005.0 30 > th dose independent rect. 20 1
753 126.31 temperature 25.0 30 > th dose dependent rect. 20 1
755 126.32 wind 3.0 30 > th dose independent rect. 20 1
756 126.32 wind 5.0 30 < th dose independent rect. 20 1
759 126.32 wind 1.0 30 > th dose dependent rect. 20 1
760 126.32 temperature 10.0 30 > th dose dependent rect. 20 1
763 126.32 atmosphere 995.0 30 > th dose dependent rect. 20 1
771 126.33 temperature 10.0 30 > th dose independent rect. 20 1
773 126.33 temperature 30.0 30 < th dose independent rect. 20 1
774 126.33 humidity 50.0 30 > th dose independent rect. 20 1
777 126.33 atmosphere 995.0 30 > th dose independent rect. 20 1
779 126.33 atmosphere 1010.0 30 < th dose independent rect. 20 1
781 126.33 radiation 1.0 30 < th dose independent rect. 20 1
786 126.33 precipitation 0.1 30 < th dose independent rect. 20 1
789 126.33 temperature 10.0 30 > th dose independent rect. 21 23
790 126.33 radiation 1.0 30 < th dose dependent rect. 20 1
798 126.33 precipitation 0.1 30 < th dose dependent rect. 20 1
803 126.34 wind 1.0 270 > th dose independent rect. 8 23
804 126.34 wind 9.0 30 < th dose dependent rect. 20 1
807 126.35 humidity 50.0 30 > th dose dependent rect. 20 1
808 126.35 atmosphere 1015.0 30 < th dose dependent rect. 20 1
815 126.36 atmosphere 995.0 30 > th dose independent rect. 3 23
816 126.36 atmosphere 995.0 30 > th dose independent rect. 21 23
843 126.42 temperature 30.0 30 < th dose dependent rect. 20 1
865 126.49 precipitation 0.1 1440 < th dose independent rect. 24 2
869 126.49 precipitation 0.1 1440 < th dose dependent rect. 24 2
890 126.51 wind 1.0 270 < th dose independent rect. 22 14
922 126.57 precipitation 0.1 30 < th dose independent rect. 21 23
927 126.57 precipitation 0.1 30 < th dose dependent rect. 21 23
947 126.64 wind 1.0 270 < th dose independent rect. 15 22
989 126.72 wind 1.0 270 < th dose independent rect. 21 22