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Os10g0408700

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

Description : Similar to GAMYB-binding protein (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.58 (0.0226) R2 : 0.536
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.19 (0.0555) R2dC : 0.472 R2C : 0.447
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.39 (0.0474) R2dN8 : 0.0887 R2N8 : 0.0643
σ : 0.425
deviance : 82.54
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_____
C
peak time of C : 21.5
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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 = 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
67.41 0.386 9.59 0.236 1.64 -0.813 -0.646 0.0556 0.424 21.2 78.13 759 -- --
67.03 0.381 9.59 0.251 1.63 -0.846 -0.611 -- 0.43 21.3 78 806 -- --
68.08 0.384 9.59 0.259 1.64 -0.827 -- -0.308 0.433 21.1 78 769 -- --
68.31 0.385 9.59 0.271 1.63 -0.857 -- -- 0.428 21.3 78 814 -- --
144.55 0.563 9.55 0.256 -- -0.422 -- 0.343 0.401 -- 78 769 -- --
80.16 0.42 9.58 0.173 1.19 -- -0.609 -- 0.41 21.5 -- -- -- --
81.53 0.423 9.58 0.196 1.19 -- -- -- 0.411 21.4 -- -- -- --
145.3 0.564 9.55 0.242 -- -0.42 -- -- 0.397 -- 78 769 -- --
70.04 0.39 9.59 -- 1.57 -0.839 -- -- 0.418 21.5 79 914 -- --
164.85 0.6 9.55 0.203 -- -- -- -- 0.408 -- -- -- -- --
82.54 0.425 9.58 -- 1.19 -- -- -- 0.39 21.5 -- -- -- --
146.14 0.565 9.56 -- -- -0.421 -- -- 0.365 -- 79 914 -- --
165.94 0.601 9.55 -- -- -- -- -- 0.385 -- -- -- -- --

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 64.42 humidity 80.0 1440 > th dose independent rect. 24 15
3 64.48 humidity 80.0 1440 < th dose independent rect. 24 14
20 64.86 humidity 70.0 1440 > th dose dependent rect. 3 12
23 64.95 humidity 80.0 1440 < th dose independent sin 5 NA
31 65.08 humidity 80.0 1440 > th dose independent sin 5 NA
84 65.78 humidity 70.0 1440 > th dose dependent sin 3 NA
127 66.13 humidity 70.0 1440 > th dose dependent rect. 11 1
142 66.26 humidity 90.0 1440 < th dose dependent rect. 4 4
148 66.34 humidity 90.0 1440 < th dose dependent sin 6 NA
171 66.46 humidity 90.0 1440 < th dose dependent rect. 1 12
180 66.51 temperature 15.0 270 > th dose dependent rect. 23 14
183 66.52 temperature 25.0 270 > th dose independent rect. 23 14
204 66.64 humidity 90.0 1440 < th dose dependent rect. 6 1
210 66.66 humidity 70.0 1440 > th dose dependent rect. 9 5
299 67.08 temperature 25.0 270 < th dose independent rect. 2 9
301 67.08 humidity 80.0 720 < th dose independent rect. 11 21
311 67.12 humidity 80.0 1440 > th dose independent rect. 5 3
317 67.14 temperature 30.0 270 < th dose dependent rect. 3 7
409 67.50 humidity 80.0 1440 < th dose independent rect. 5 3
472 67.70 radiation 1.0 90 < th dose dependent rect. 21 22
473 67.71 wind 3.0 14400 < th dose dependent rect. 4 1
544 67.92 temperature 30.0 270 < th dose dependent rect. 2 11
548 67.94 temperature 25.0 270 < th dose independent sin 5 NA
556 67.96 humidity 80.0 720 > th dose independent rect. 7 22
602 68.09 humidity 80.0 1440 < th dose independent rect. 10 4
629 68.14 temperature 25.0 270 < th dose dependent sin 3 NA
632 68.16 humidity 80.0 1440 > th dose independent rect. 10 4
634 68.16 precipitation 0.1 14400 > th dose dependent rect. 17 1
680 68.28 radiation 1.0 90 < th dose independent rect. 21 22
733 68.39 temperature 25.0 270 > th dose independent rect. 8 5
758 68.45 humidity 80.0 720 < th dose independent rect. 23 23
785 68.49 wind 3.0 43200 < th dose dependent rect. 21 9
799 68.53 humidity 80.0 720 > th dose independent rect. 10 23
819 68.56 wind 9.0 14400 < th dose independent rect. 6 5
830 68.58 humidity 80.0 720 < th dose independent no NA NA
842 68.60 humidity 80.0 720 < th dose dependent rect. 19 13
856 68.63 humidity 80.0 720 > th dose independent no NA NA
891 68.67 humidity 80.0 720 < th dose independent rect. 5 23
915 68.70 humidity 50.0 1440 > th dose dependent rect. 5 3
975 68.80 temperature 25.0 270 > th dose independent sin 5 NA
977 68.80 humidity 70.0 720 > th dose dependent rect. 7 22
999 68.84 humidity 80.0 720 > th dose independent rect. 13 23