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Os05g0501300

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

Description : Similar to Flavoprotein wrbA (Trp repressor binding protein).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.96 (0.0435) R2 : 0.355
β1 : -1.06 (0.16) R2dD : 0.0656 R2D : 0.0569
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.53 (0.174) R2dE : 0.298 R2E : 0.29
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 5.71e-06 (0.093) R2dN8 : 1.11e-08 R2N8 : -4.44e-06
σ : 0.814
deviance : 305.66
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_____
C
peak time of C : --
E
wheather : humidity
threshold : 18.31
memory length : 1627
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 12.9
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose dependent, type of G = sin)

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
279.52 0.786 9.93 -1.23 1.31 -2.51 2.51 1.04 0.00726 5.92 48.28 1192 12.9 --
280.74 0.78 9.92 -1.15 1.3 -2.46 2.77 -- 0.0217 5.87 49 1179 12.9 --
293.22 0.798 9.94 -1.3 1.35 -2.58 -- 2.08 -0.017 5.83 47.95 1184 12.9 --
299.4 0.806 9.93 -1.12 1.3 -2.44 -- -- 0.0114 6.01 49 1197 12.9 --
309.95 0.82 9.99 -1.24 -- -2.63 -- 1.09 -0.0918 -- 36.27 1680 13.3 --
390.77 0.927 9.92 -1.03 0.839 -- 2.73 -- 0.057 6.19 -- -- -- --
408.09 0.946 9.93 -0.993 0.86 -- -- -- 0.0493 6.74 -- -- -- --
305.66 0.814 9.96 -1.06 -- -2.53 -- -- 5.71e-06 -- 18.31 1627 12.9 --
331.05 0.847 9.88 -- 1.72 -2.84 -- -- 0.141 6.26 47.27 1144 11.4 --
446.72 0.988 9.95 -0.974 -- -- -- -- 0.0662 -- -- -- -- --
434.08 0.975 9.9 -- 0.848 -- -- -- 0.16 6.81 -- -- -- --
334.05 0.851 9.9 -- -- -2.42 -- -- 0.152 -- 6.31 1566 12.1 --
471.73 1.01 9.92 -- -- -- -- -- 0.174 -- -- -- -- --

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
1 283.57 humidity 90 1440 < th dose dependent rect. 15 4
4 284.65 wind 7 43200 > th dose independent rect. 14 18
5 284.65 humidity 50 1440 > th dose dependent rect. 15 4
7 284.75 wind 7 43200 < th dose independent rect. 14 18
12 284.91 wind 5 43200 > th dose dependent rect. 13 16
14 285.05 wind 5 43200 > th dose dependent rect. 13 18
18 285.13 wind 7 43200 < th dose independent rect. 14 15
19 285.14 wind 7 43200 > th dose independent rect. 14 15
28 285.59 humidity 50 1440 > th dose dependent rect. 17 2
58 286.42 humidity 60 14400 < th dose independent rect. 17 1
61 286.57 wind 5 43200 > th dose dependent sin 16 NA
63 286.60 wind 7 43200 > th dose dependent rect. 17 4
71 286.73 humidity 60 14400 < th dose independent rect. 17 15
76 286.84 wind 7 43200 < th dose independent sin 15 NA
81 286.90 wind 5 43200 > th dose dependent rect. 15 7
87 287.03 wind 7 43200 > th dose independent sin 15 NA
91 287.04 wind 7 43200 < th dose independent rect. 15 7
97 287.15 wind 5 43200 > th dose dependent rect. 15 10
110 287.31 humidity 60 14400 < th dose independent rect. 17 5
163 287.87 wind 7 43200 > th dose independent rect. 15 6
178 288.05 humidity 60 14400 > th dose independent rect. 17 15
180 288.12 wind 7 43200 > th dose independent rect. 17 4
186 288.20 humidity 60 14400 > th dose independent rect. 17 12
198 288.33 wind 7 43200 < th dose independent rect. 17 4
199 288.34 humidity 60 14400 > th dose independent rect. 17 7
204 288.40 temperature 20 1440 > th dose dependent rect. 15 3
206 288.42 humidity 50 1440 > th dose dependent rect. 11 11
226 288.64 wind 7 43200 < th dose independent rect. 19 2
266 289.23 wind 7 43200 > th dose independent rect. 19 2
293 289.77 humidity 50 1440 > th dose dependent sin 19 NA
318 289.98 temperature 10 1440 > th dose dependent rect. 13 5
319 289.99 temperature 10 1440 > th dose dependent rect. 15 3
348 290.31 humidity 90 1440 < th dose dependent sin 18 NA
358 290.37 humidity 80 1440 < th dose dependent rect. 14 19
463 291.30 humidity 80 1440 < th dose dependent sin 15 NA
492 291.54 wind 7 43200 < th dose independent rect. 23 22
499 291.64 wind 7 43200 > th dose independent rect. 23 22
619 292.48 wind 7 43200 > th dose independent rect. 6 22
620 292.48 wind 7 43200 < th dose independent rect. 6 22
627 292.50 radiation 1 1440 < th dose independent rect. 8 22
650 292.60 wind 5 43200 > th dose dependent rect. 3 18
670 292.72 humidity 50 1440 > th dose dependent rect. 4 18
672 292.73 wind 5 43200 > th dose dependent rect. 24 21
678 292.74 humidity 50 1440 > th dose dependent rect. 2 20
687 292.78 humidity 80 1440 < th dose independent rect. 7 14
693 292.81 wind 7 43200 < th dose independent rect. 2 23
706 292.84 wind 7 43200 > th dose independent rect. 2 23
713 292.87 wind 7 43200 > th dose independent no NA NA
714 292.87 wind 7 43200 < th dose independent no NA NA
718 292.88 wind 5 43200 > th dose dependent rect. 6 15
725 292.92 wind 7 43200 < th dose independent rect. 6 15
800 293.14 wind 7 43200 > th dose independent rect. 6 15
890 293.41 humidity 80 1440 > th dose independent rect. 7 14
892 293.41 wind 7 43200 > th dose independent rect. 20 23
930 293.52 wind 7 43200 < th dose independent rect. 18 23
934 293.53 radiation 1 1440 > th dose independent rect. 8 22
947 293.58 wind 7 43200 < th dose independent rect. 20 23
990 293.74 wind 7 43200 < th dose independent rect. 15 1