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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.

Os06g0176800

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

Description : 2OG-Fe(II) oxygenase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.9 (0.027) R2 : 0.664
β1 : -1.6 (0.103) R2dD : 0.205 R2D : -0.0632
β2 : 1.1 (0.0652) R2dC : 0.212 R2C : 0.107
β3 : -0.774 (0.0868) R2dE : 0.0667 R2E : -0.179
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.31 (0.0593) R2dN8 : 0.515 R2N8 : 0.237
σ : 0.502
deviance : 116.01
__
_____
C
peak time of C : 14.1
E
wheather : atmosphere
threshold : 1007
memory length : 10021
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, response mode = > th, dose dependency = dose dependent, 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
114.67 0.503 12.9 -1.49 1.11 -0.767 -0.549 -0.331 -1.28 14.1 1007 10036 -- --
114.93 0.499 12.9 -1.58 1.11 -0.768 -0.58 -- -1.3 14.1 1006 10020 -- --
115.77 0.501 12.9 -1.51 1.11 -0.777 -- -0.338 -1.29 14.1 1007 10025 -- --
116.01 0.502 12.9 -1.6 1.1 -0.774 -- -- -1.31 14.1 1007 10021 -- --
188.21 0.639 12.9 -1.57 -- -0.774 -- -0.132 -1.34 -- 1006 11596 -- --
134.79 0.544 12.9 -1.33 1.09 -- -0.637 -- -1.17 14.1 -- -- -- --
136.28 0.547 12.9 -1.34 1.08 -- -- -- -1.17 14 -- -- -- --
188.23 0.639 12.9 -1.62 -- -0.776 -- -- -1.35 -- 1006 11593 -- --
177.51 0.621 12.8 -- 1.12 -0.438 -- -- -1.05 14.1 1004 10780 -- --
206.75 0.672 12.9 -1.39 -- -- -- -- -1.2 -- -- -- -- --
183.9 0.634 12.8 -- 1.11 -- -- -- -1.02 14 -- -- -- --
251.99 0.739 12.8 -- -- -0.437 -- -- -1.08 -- 1004 11654 -- --
257.64 0.749 12.8 -- -- -- -- -- -1.04 -- -- -- -- --

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
1 110.07 wind 1.0 30 > th dose independent rect. 1 5
2 110.21 temperature 30.0 30 < th dose dependent rect. 1 5
4 110.61 atmosphere 1015.0 30 < th dose dependent rect. 1 5
7 110.81 humidity 60.0 30 > th dose dependent rect. 1 5
12 111.10 radiation 1.0 90 < th dose independent rect. 1 5
14 111.17 humidity 80.0 30 > th dose independent rect. 1 5
15 111.20 atmosphere 1015.0 270 < th dose dependent rect. 1 1
17 111.34 radiation 10.0 90 < th dose dependent rect. 1 5
19 111.42 wind 9.0 4320 < th dose independent rect. 2 5
20 111.44 radiation 1.0 720 < th dose dependent rect. 14 5
21 111.46 humidity 50.0 30 > th dose independent rect. 6 19
36 111.67 temperature 10.0 1440 > th dose independent rect. 2 5
39 111.67 temperature 30.0 1440 < th dose independent rect. 2 5
43 111.67 humidity 50.0 1440 > th dose independent rect. 2 5
48 111.67 atmosphere 995.0 1440 > th dose independent rect. 2 5
49 111.67 radiation 40.0 1440 < th dose independent rect. 2 5
53 111.67 temperature 10.0 1440 > th dose independent rect. 7 19
58 111.78 radiation 1.0 90 < th dose independent rect. 1 11
64 111.82 temperature 30.0 270 < th dose dependent rect. 1 2
70 111.86 precipitation 0.1 30 < th dose independent rect. 6 19
72 111.86 precipitation 0.1 30 < th dose dependent rect. 6 19
73 111.89 temperature 10.0 30 > th dose independent rect. 1 5
75 111.89 temperature 30.0 30 < th dose independent rect. 1 5
76 111.89 humidity 50.0 30 > th dose independent rect. 1 5
79 111.89 atmosphere 995.0 30 > th dose independent rect. 1 5
80 111.89 atmosphere 1010.0 30 < th dose independent rect. 1 5
82 111.89 radiation 20.0 30 < th dose independent rect. 1 5
85 111.89 temperature 10.0 30 > th dose independent rect. 6 19
86 111.91 radiation 1.0 90 < th dose dependent rect. 1 11
87 111.92 wind 9.0 30 < th dose independent rect. 1 5
109 112.03 atmosphere 995.0 30 > th dose independent rect. 6 19
111 112.05 wind 9.0 30 < th dose independent rect. 6 19
145 112.34 wind 1.0 30 > th dose independent rect. 6 19
149 112.35 precipitation 0.1 270 < th dose independent rect. 2 23
150 112.35 precipitation 0.1 270 < th dose dependent rect. 2 23
161 112.50 radiation 1.0 720 < th dose independent rect. 14 6
162 112.53 temperature 10.0 30 > th dose dependent rect. 6 19
164 112.59 radiation 1.0 720 < th dose dependent rect. 14 14
175 112.77 radiation 1.0 90 < th dose independent rect. 1 14
179 112.85 precipitation 0.1 90 < th dose independent rect. 1 5
181 112.85 precipitation 0.1 90 < th dose dependent rect. 1 5
185 112.89 radiation 1.0 720 < th dose independent rect. 14 14
188 112.90 radiation 1.0 90 < th dose independent rect. 1 16
189 112.90 radiation 1.0 90 < th dose dependent rect. 1 14
193 112.93 radiation 1.0 90 < th dose dependent rect. 1 18
203 113.02 precipitation 0.1 270 < th dose independent rect. 4 20
204 113.02 precipitation 0.1 270 < th dose dependent rect. 4 20
212 113.11 atmosphere 1015.0 30 < th dose independent rect. 6 19
213 113.12 radiation 1.0 90 < th dose dependent rect. 1 16
218 113.18 humidity 50.0 270 > th dose dependent rect. 1 1
230 113.19 temperature 10.0 270 > th dose independent rect. 4 20
246 113.26 humidity 50.0 270 > th dose dependent rect. 23 6
247 113.27 humidity 80.0 270 > th dose independent rect. 1 1
277 113.37 radiation 1.0 720 < th dose dependent rect. 14 16
298 113.39 radiation 1.0 90 < th dose independent rect. 1 18
299 113.41 radiation 1.0 90 > th dose independent sin 3 NA
305 113.44 precipitation 0.1 270 < th dose independent rect. 1 2
306 113.44 precipitation 0.1 270 < th dose dependent rect. 1 2
309 113.45 humidity 90.0 270 < th dose independent rect. 18 6
320 113.62 wind 9.0 270 < th dose independent rect. 4 20
340 113.72 radiation 10.0 270 < th dose independent rect. 5 19
386 113.80 wind 1.0 270 < th dose dependent rect. 24 1
421 113.95 radiation 1.0 270 < th dose independent rect. 23 7
433 114.01 humidity 90.0 270 < th dose independent rect. 20 3
439 114.04 radiation 1.0 720 < th dose dependent rect. 8 11
441 114.05 radiation 1.0 720 < th dose dependent rect. 10 9
460 114.14 radiation 1.0 90 < th dose dependent sin 3 NA
486 114.34 atmosphere 995.0 270 > th dose independent rect. 4 20
487 114.37 atmosphere 1010.0 4320 > th dose dependent rect. 7 1
503 114.45 humidity 90.0 90 < th dose independent rect. 20 17
505 114.45 radiation 1.0 270 < th dose dependent rect. 22 22
533 114.58 radiation 1.0 270 < th dose dependent rect. 23 18
556 114.74 radiation 1.0 270 < th dose independent rect. 23 11
562 114.77 wind 1.0 270 > th dose dependent rect. 1 2
578 114.85 radiation 1.0 90 < th dose independent sin 3 NA
590 114.90 humidity 70.0 30 > th dose dependent rect. 1 8
655 115.13 radiation 1.0 720 > th dose independent rect. 12 19
692 115.28 humidity 50.0 270 > th dose independent rect. 4 20
699 115.31 radiation 40.0 270 < th dose dependent rect. 5 19
703 115.35 radiation 1.0 720 < th dose independent rect. 10 10
715 115.41 radiation 1.0 270 < th dose independent rect. 23 18
745 115.51 wind 1.0 270 > th dose independent rect. 17 7
747 115.52 radiation 20.0 270 < th dose dependent rect. 5 19
751 115.54 wind 1.0 10 > th dose dependent rect. 2 4
754 115.55 radiation 40.0 270 < th dose independent rect. 5 19
764 115.57 humidity 50.0 270 > th dose independent rect. 4 9
789 115.65 temperature 10.0 30 > th dose dependent rect. 1 5
793 115.66 radiation 1.0 90 > th dose independent rect. 18 21
843 115.74 wind 1.0 90 > th dose dependent rect. 3 2
849 115.75 radiation 1.0 720 < th dose dependent sin 13 NA
856 115.78 radiation 1.0 270 < th dose independent rect. 22 21
861 115.81 precipitation 0.1 270 < th dose independent rect. 4 9
863 115.81 precipitation 0.1 270 < th dose dependent rect. 4 9
884 115.90 radiation 1.0 720 < th dose dependent rect. 10 18
940 115.99 wind 9.0 270 < th dose independent rect. 4 9
941 115.99 temperature 10.0 270 > th dose independent rect. 4 9
942 115.99 atmosphere 995.0 270 > th dose independent rect. 4 9
943 115.99 atmosphere 1015.0 270 < th dose independent rect. 4 9
944 115.99 temperature 10.0 270 > th dose independent rect. 13 15
947 115.99 radiation 1.0 720 < th dose independent rect. 10 18
976 116.11 precipitation 0.1 270 < th dose independent rect. 17 7
978 116.11 precipitation 0.1 270 < th dose dependent rect. 17 7
997 116.21 wind 9.0 270 < th dose independent rect. 17 7