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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.

Os09g0458000

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

Description : Protein of unknown function DUF827, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.89 (0.0346) R2 : 0.128
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.05 (0.379) R2dE : 0.124 R2E : 0.125
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0762 (0.073) R2dN8 : 0.00271 R2N8 : 0.0035
σ : 0.651
deviance : 195.19
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_____
C
peak time of C : --
E
wheather : humidity
threshold : 90.61
memory length : 80
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 8.04
open length of G : 0.803

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
191.11 0.65 2.9 -0.166 0.0882 4.27 -0.58 -6.23 -0.095 6.08 90.34 82 8.05 0.882
193.6 0.648 2.89 -0.125 0.0877 3.23 -0.516 -- -0.0707 4.96 91 72 8.05 0.833
191.88 0.645 2.9 -0.166 0.0851 4.05 -- -5.59 -0.0931 6.61 90.31 82 8.05 0.867
194.17 0.649 2.89 -0.157 0.0865 3.04 -- -- -0.0954 6.58 90.89 77 8.02 0.8
192.24 0.646 2.9 -0.162 -- 3.9 -- -5.01 -0.0908 -- 90.32 82 8.05 0.857
220.91 0.697 2.9 -0.115 0.142 -- -0.478 -- -0.119 6.86 -- -- -- --
221.38 0.697 2.9 -0.122 0.146 -- -- -- -0.117 8.03 -- -- -- --
194.56 0.65 2.89 -0.155 -- 3.07 -- -- -0.0933 -- 90.82 77 8.04 0.782
194.82 0.65 2.89 -- 0.0848 3.03 -- -- -0.078 6.71 90.65 81 8.05 0.788
222.54 0.697 2.9 -0.12 -- -- -- -- -0.115 -- -- -- -- --
221.77 0.697 2.89 -- 0.145 -- -- -- -0.104 8.09 -- -- -- --
195.19 0.651 2.89 -- -- 3.05 -- -- -0.0762 -- 90.61 80 8.04 0.803
222.92 0.697 2.9 -- -- -- -- -- -0.102 -- -- -- -- --

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
1 193.94 humidity 90 90 > th dose independent rect. 8 1
3 196.08 humidity 90 90 > th dose dependent rect. 9 1
4 198.46 radiation 1 10 < th dose independent rect. 6 6
6 199.41 radiation 1 10 < th dose dependent rect. 6 6
8 200.16 wind 1 30 < th dose dependent rect. 23 1
10 200.65 wind 9 90 > th dose dependent rect. 20 14
14 201.28 radiation 1 10 < th dose dependent rect. 6 1
23 201.59 radiation 1 90 > th dose independent rect. 4 1
33 201.59 radiation 1 90 > th dose dependent rect. 4 1
50 202.43 wind 5 10 > th dose independent rect. 10 1
54 202.43 wind 5 10 > th dose dependent rect. 10 1
58 202.70 wind 7 90 > th dose dependent rect. 8 1
84 203.62 radiation 1 90 < th dose independent rect. 10 1
86 203.62 radiation 1 90 < th dose dependent rect. 10 1
89 204.13 radiation 1 10 < th dose independent rect. 11 1
106 204.13 radiation 1 10 < th dose dependent rect. 11 1
134 204.76 temperature 25 10 < th dose dependent rect. 16 1
136 204.82 wind 1 270 < th dose dependent rect. 22 1
151 205.58 wind 1 10 < th dose dependent rect. 6 1
159 205.99 wind 1 270 < th dose independent rect. 22 1
164 206.11 temperature 25 90 < th dose independent rect. 14 1
180 206.85 atmosphere 1005 10 > th dose dependent rect. 15 1
199 207.88 wind 3 1440 > th dose dependent rect. 24 1
206 208.22 wind 5 1440 > th dose independent rect. 24 1
210 208.22 wind 7 90 > th dose independent rect. 21 13
213 208.34 wind 5 1440 < th dose independent rect. 24 1
215 208.40 radiation 1 720 > th dose independent rect. 4 1
225 208.40 radiation 1 720 > th dose dependent rect. 4 1
300 209.83 wind 9 1440 < th dose dependent rect. 24 2
318 210.22 radiation 1 10 < th dose independent rect. 6 1
333 210.50 wind 9 1440 < th dose dependent rect. 24 5
334 210.51 wind 9 1440 < th dose independent rect. 16 1
340 210.60 wind 1 30 < th dose independent rect. 23 1
343 210.63 wind 1 1440 > th dose dependent rect. 24 5
344 210.64 wind 7 1440 > th dose independent rect. 4 1
352 210.70 wind 7 1440 > th dose dependent rect. 4 1
357 210.74 wind 9 1440 < th dose dependent rect. 24 19
367 210.81 wind 1 1440 > th dose dependent rect. 24 19
408 211.05 wind 5 1440 > th dose independent rect. 15 17
409 211.05 wind 5 1440 > th dose independent rect. 11 21
423 211.07 wind 9 1440 < th dose dependent rect. 24 8
443 211.14 wind 5 1440 < th dose independent rect. 11 21
448 211.17 wind 5 1440 < th dose independent rect. 15 17
449 211.17 wind 5 1440 > th dose independent rect. 24 20
477 211.26 wind 5 1440 < th dose independent rect. 24 20
480 211.26 wind 7 10 > th dose dependent rect. 21 14
487 211.27 wind 3 1440 > th dose dependent rect. 12 20
523 211.37 wind 3 1440 > th dose dependent rect. 15 17
524 211.38 wind 5 1440 > th dose independent rect. 24 17
549 211.42 wind 5 4320 > th dose dependent rect. 19 2
552 211.44 wind 5 1440 < th dose independent rect. 24 6
558 211.45 wind 5 1440 < th dose independent rect. 24 17
574 211.48 wind 5 1440 > th dose independent rect. 24 6
581 211.49 wind 5 1440 > th dose independent rect. 18 13
592 211.51 wind 5 1440 < th dose independent rect. 18 13
656 211.60 wind 9 1440 < th dose dependent rect. 11 21
686 211.66 wind 7 1440 < th dose independent rect. 4 2
726 211.72 wind 5 1440 > th dose independent sin 13 NA
789 211.80 wind 5 1440 < th dose independent sin 12 NA
799 211.81 wind 5 1440 > th dose independent rect. 18 23
804 211.82 wind 7 10 > th dose independent rect. 15 1
819 211.83 wind 5 1440 > th dose independent rect. 15 23
847 211.86 wind 5 1440 < th dose independent rect. 18 23
855 211.87 wind 5 1440 > th dose independent no NA NA
891 211.90 wind 5 1440 < th dose independent rect. 15 23
892 211.90 wind 9 1440 > th dose dependent rect. 18 1
904 211.91 wind 5 4320 > th dose independent rect. 16 21
905 211.91 wind 9 1440 < th dose dependent rect. 15 17
909 211.92 wind 5 4320 > th dose dependent rect. 17 5
927 211.94 wind 5 1440 < th dose independent no NA NA
956 211.96 wind 7 4320 < th dose independent rect. 18 3
991 211.98 wind 5 4320 < th dose independent rect. 16 21