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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.

Os08g0551500

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

Description : Protein of unknown function DUF241, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.18 (--) R2 : -0.042
β1 : -0.475 (--) R2dD : -0.0325 R2D : -0.0649
β2 : 0.217 (--) R2dC : 0.00349 R2C : -0.0327
β3 : 32.2 (--) R2dE : -- R2E : --
β4 : -0.69 (--) R2dD*C : 0.0188 R2D*C : -0.0139
β5 : -79.9 (--) R2dD*E : -- R2D*E : --
γ1 : -0.000392 (--) R2dN8 : 8.49e-05 R2N8 : -0.0375
σ : 0.512
deviance : 118.91
__
_____
C
peak time of C : 11.7
E
wheather : precipitation
threshold : 1
memory length : 3
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 23
open length of G : 2

__

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
118.91 0.512 3.18 -0.475 0.217 32.2 -0.69 -79.9 -0.000392 11.7 1 3 23 2
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
156.85 0.587 3.06 -0.0289 0.15 -- -0.984 -- -0.0147 11.8 -- -- -- --
161.05 0.594 3.07 -0.0687 0.154 -- -- -- -0.0191 11.6 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
162.53 0.596 3.07 -0.073 -- -- -- -- -0.0208 -- -- -- -- --
161.17 0.594 3.06 -- 0.155 -- -- -- -0.0114 11.6 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
162.68 0.595 3.07 -- -- -- -- -- -0.0127 -- -- -- -- --

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
1 118.91 precipitation 0.1 90 > th dose independent rect. 23 2
3 118.91 precipitation 0.1 90 > th dose dependent rect. 23 2
17 134.94 wind 1.0 90 < th dose dependent rect. 24 1
18 135.19 precipitation 0.1 10 > th dose independent rect. 1 1
28 135.19 precipitation 0.1 10 > th dose dependent rect. 1 1
53 138.34 wind 1.0 270 < th dose dependent rect. 22 1
54 138.50 wind 1.0 270 < th dose dependent rect. 22 3
55 139.35 wind 1.0 30 < th dose independent rect. 24 2
80 140.60 wind 1.0 10 < th dose dependent rect. 23 1
94 140.71 wind 1.0 270 < th dose independent rect. 23 2
106 141.72 wind 1.0 270 < th dose dependent rect. 14 11
109 141.74 wind 1.0 270 < th dose dependent rect. 16 9
164 144.91 wind 1.0 270 < th dose independent rect. 16 9
165 144.91 wind 1.0 270 < th dose independent rect. 14 11
167 144.96 precipitation 0.1 1440 > th dose independent rect. 23 1
169 144.96 precipitation 0.1 1440 > th dose dependent rect. 23 1
170 144.98 wind 1.0 270 < th dose dependent rect. 9 16
216 146.00 wind 1.0 10 < th dose independent rect. 17 8
220 146.03 humidity 60.0 10 < th dose independent rect. 10 1
224 146.03 humidity 60.0 10 < th dose dependent rect. 10 1
231 146.21 wind 9.0 10 > th dose independent rect. 19 16
252 146.42 wind 5.0 10 > th dose independent rect. 10 1
256 146.42 wind 5.0 10 > th dose dependent rect. 10 1
260 146.44 wind 9.0 10 > th dose dependent rect. 19 16
332 146.71 wind 9.0 30 > th dose independent rect. 1 10
393 146.97 wind 1.0 270 < th dose dependent sin 16 NA
524 147.81 radiation 40.0 720 > th dose independent rect. 15 1
550 147.85 wind 1.0 10 < th dose dependent rect. 17 8
555 147.88 radiation 40.0 720 > th dose dependent rect. 15 1
597 148.06 wind 1.0 720 < th dose independent rect. 14 1
630 148.32 wind 1.0 270 < th dose independent rect. 9 16
650 148.69 precipitation 0.1 720 > th dose independent rect. 20 1
652 148.69 precipitation 0.1 720 > th dose dependent rect. 20 1
662 148.73 humidity 90.0 14400 > th dose dependent rect. 9 1
686 148.94 wind 1.0 720 < th dose dependent rect. 14 1
767 149.75 precipitation 0.1 4320 > th dose independent rect. 22 19
770 149.77 precipitation 0.1 4320 < th dose independent rect. 22 19
772 149.77 precipitation 0.1 4320 < th dose dependent rect. 22 19
775 149.79 humidity 80.0 14400 > th dose independent rect. 9 1
776 149.79 precipitation 0.1 1440 > th dose independent rect. 23 5
798 149.94 humidity 80.0 14400 < th dose independent rect. 9 1
802 149.99 wind 1.0 270 < th dose independent sin 15 NA
807 150.02 precipitation 0.1 4320 > th dose dependent rect. 21 16
809 150.04 humidity 90.0 14400 > th dose dependent rect. 8 5
814 150.06 humidity 90.0 14400 > th dose dependent rect. 8 8
827 150.12 precipitation 0.1 1440 > th dose independent rect. 23 14
838 150.16 precipitation 0.1 1440 > th dose independent rect. 23 11
843 150.17 precipitation 0.1 1440 < th dose independent rect. 23 5
845 150.17 precipitation 0.1 1440 < th dose dependent rect. 23 5
849 150.18 precipitation 0.1 4320 > th dose dependent rect. 21 20
851 150.19 precipitation 0.1 4320 < th dose independent rect. 22 15
855 150.19 precipitation 0.1 4320 < th dose dependent rect. 22 15
856 150.20 precipitation 0.1 4320 > th dose independent sin 5 NA
857 150.20 precipitation 0.1 4320 < th dose independent sin 5 NA
858 150.20 precipitation 0.1 1440 < th dose independent rect. 23 10
860 150.20 precipitation 0.1 4320 < th dose dependent sin 5 NA
863 150.20 precipitation 0.1 1440 < th dose dependent rect. 23 10
866 150.21 precipitation 0.1 4320 < th dose independent rect. 3 10
868 150.21 precipitation 0.1 4320 > th dose independent rect. 2 15
869 150.21 precipitation 0.1 4320 < th dose independent rect. 2 15
871 150.21 precipitation 0.1 4320 < th dose dependent rect. 3 10
874 150.21 precipitation 0.1 4320 < th dose dependent rect. 2 15
879 150.24 precipitation 0.1 4320 > th dose independent rect. 3 10
896 150.26 wind 1.0 270 > th dose independent rect. 15 14
912 150.28 precipitation 0.1 1440 > th dose dependent rect. 23 5
931 150.32 precipitation 0.1 4320 > th dose dependent rect. 3 10
952 150.34 humidity 50.0 14400 > th dose dependent rect. 18 18
969 150.37 humidity 50.0 14400 > th dose dependent rect. 18 21
997 150.40 humidity 50.0 14400 > th dose dependent rect. 14 22