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Os10g0469700

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

Description : Leucine-rich repeat, typical subtype containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0313) R2 : 0.677
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.79 (0.0738) R2dC : 0.0741 R2C : 0.0886
β3 : 2.53 (0.0978) R2dE : 0.519 R2E : 0.586
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.282 (0.0685) R2dN8 : 0.0171 R2N8 : 0.0654
σ : 0.581
deviance : 155.77
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C
peak time of C : 0.488
E
wheather : temperature
threshold : 17.8
memory length : 47291
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
152.24 0.58 10.5 1.54 0.747 1.4 -0.343 -0.983 0.655 0.644 20.17 3491 -- --
153.61 0.577 10.4 1.67 0.724 1.59 -0.342 -- 0.698 0.576 20.09 3802 -- --
151.74 0.574 10.5 1.62 0.707 1.33 -- -1.01 0.712 0.249 20.02 2649 -- --
154.08 0.578 10.4 1.7 0.738 1.59 -- -- 0.696 0.614 20.04 3541 -- --
182.25 0.629 10.5 1.6 -- 1.41 -- -1.16 0.675 -- 20.03 2527 -- --
199.25 0.662 10.3 2.61 0.795 -- -0.383 -- 1.11 0.596 -- -- -- --
199.87 0.662 10.3 2.63 0.796 -- -- -- 1.11 0.533 -- -- -- --
183.92 0.632 10.4 1.8 -- 1.69 -- -- 0.74 -- 19.6 2476 -- --
155.77 0.581 10.5 -- 0.79 2.53 -- -- 0.282 0.488 17.8 47291 -- --
239.63 0.723 10.3 2.65 -- -- -- -- 1.13 -- -- -- -- --
381.78 0.914 10.4 -- 0.836 -- -- -- 0.822 0.688 -- -- -- --
191.23 0.644 10.5 -- -- 2.53 -- -- 0.282 -- 17.8 47140 -- --
425.55 0.963 10.4 -- -- -- -- -- 0.834 -- -- -- -- --

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
1 146.71 humidity 90.0 14400 > th dose dependent rect. 6 1
3 147.34 radiation 1.0 14400 > th dose independent rect. 18 11
4 148.05 radiation 1.0 14400 > th dose independent rect. 18 22
5 148.32 radiation 1.0 14400 > th dose independent rect. 18 14
7 148.59 humidity 90.0 14400 > th dose dependent rect. 3 13
9 148.65 humidity 90.0 14400 > th dose dependent rect. 4 11
11 148.74 radiation 1.0 14400 > th dose independent rect. 6 10
12 148.75 humidity 90.0 14400 > th dose dependent rect. 1 18
13 148.78 radiation 1.0 14400 < th dose independent rect. 6 10
14 148.79 humidity 90.0 14400 > th dose dependent sin 3 NA
18 148.83 radiation 1.0 14400 < th dose independent rect. 18 22
42 149.29 radiation 1.0 14400 > th dose independent rect. 4 12
52 149.30 radiation 1.0 14400 < th dose independent rect. 1 15
53 149.30 radiation 1.0 14400 < th dose independent rect. 23 17
56 149.31 radiation 1.0 14400 < th dose independent rect. 3 13
72 149.52 radiation 1.0 14400 > th dose independent rect. 18 1
82 149.55 radiation 1.0 14400 < th dose independent rect. 18 14
115 149.86 precipitation 0.1 43200 > th dose dependent rect. 1 7
148 150.04 radiation 1.0 14400 > th dose independent sin 3 NA
153 150.07 precipitation 0.1 43200 < th dose independent rect. 1 7
154 150.07 precipitation 0.1 43200 < th dose dependent rect. 1 7
155 150.09 precipitation 0.1 43200 > th dose independent rect. 1 7
158 150.11 radiation 1.0 14400 < th dose independent sin 4 NA
190 150.31 radiation 1.0 14400 > th dose independent rect. 6 2
204 150.40 radiation 1.0 14400 < th dose independent rect. 6 2
210 150.41 radiation 1.0 14400 > th dose independent rect. 6 23
228 150.43 radiation 1.0 14400 > th dose independent rect. 4 4
240 150.44 radiation 1.0 14400 < th dose independent rect. 23 9
243 150.45 radiation 1.0 14400 < th dose independent rect. 3 5
244 150.45 radiation 1.0 14400 < th dose independent rect. 1 7
254 150.50 temperature 20.0 4320 > th dose dependent rect. 10 1
303 150.75 radiation 1.0 14400 > th dose independent rect. 10 22
313 150.84 radiation 1.0 14400 > th dose independent rect. 14 23
322 150.88 radiation 1.0 14400 > th dose independent no NA NA
400 150.99 radiation 1.0 14400 > th dose independent rect. 14 18
465 151.27 radiation 1.0 14400 < th dose independent rect. 6 23
525 151.42 radiation 1.0 14400 < th dose dependent rect. 5 12
528 151.43 radiation 1.0 14400 < th dose independent rect. 9 23
534 151.48 radiation 1.0 14400 < th dose independent rect. 6 20
536 151.49 humidity 90.0 14400 > th dose independent rect. 6 1
541 151.49 radiation 1.0 14400 < th dose independent rect. 6 18
544 151.49 radiation 1.0 14400 < th dose independent rect. 14 23
561 151.53 radiation 1.0 14400 < th dose independent rect. 23 21
563 151.53 radiation 1.0 14400 < th dose independent rect. 3 23
564 151.54 radiation 1.0 14400 < th dose independent no NA NA
609 151.55 radiation 1.0 14400 < th dose dependent rect. 19 22
614 151.56 radiation 1.0 14400 < th dose dependent rect. 23 18
638 151.66 radiation 1.0 14400 < th dose dependent rect. 3 14
659 151.75 radiation 1.0 14400 < th dose independent rect. 14 18
669 151.78 humidity 90.0 14400 > th dose dependent rect. 9 22
717 151.92 temperature 10.0 720 > th dose dependent rect. 20 17
740 152.04 temperature 20.0 4320 < th dose independent rect. 6 1
797 152.17 temperature 20.0 4320 > th dose independent rect. 19 4
810 152.22 humidity 90.0 14400 > th dose dependent rect. 5 23
818 152.26 radiation 1.0 14400 > th dose independent rect. 9 10
835 152.29 humidity 90.0 14400 > th dose dependent rect. 17 23
854 152.34 humidity 90.0 14400 > th dose dependent no NA NA
855 152.35 radiation 1.0 14400 < th dose dependent sin 2 NA
935 152.60 humidity 90.0 14400 > th dose dependent rect. 14 23
937 152.61 temperature 20.0 4320 > th dose independent rect. 18 7
945 152.63 radiation 1.0 14400 < th dose dependent rect. 5 3
961 152.65 radiation 20.0 4320 > th dose dependent rect. 16 16
978 152.70 temperature 20.0 1440 > th dose independent rect. 5 2
990 152.74 temperature 20.0 4320 > th dose independent rect. 18 9