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Os01g0881900

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

Description : Leucine-rich repeat, cysteine-containing containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.4 (0.0289) R2 : 0.684
β1 : -2.28 (0.107) R2dD : 0.353 R2D : 0.0716
β2 : 1.28 (0.0691) R2dC : 0.239 R2C : 0.171
β3 : 1.38 (0.0812) R2dE : 0.263 R2E : -0.152
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.13 (0.0674) R2dN8 : 0.332 R2N8 : -0.0601
σ : 0.524
deviance : 126.68
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C
peak time of C : 14.7
E
wheather : temperature
threshold : 22.9
memory length : 1632
response mode : > th
dose dependency : dose independent
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 = 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
126.17 0.528 11.4 -2.61 1.27 1.39 -0.131 -0.805 -1.25 14.6 23 1841 -- --
127 0.525 11.4 -2.32 1.29 1.41 -0.248 -- -1.18 14.4 22.8 1945 -- --
125.91 0.523 11.4 -2.54 1.28 1.39 -- -0.675 -1.21 14.6 22.9 1854 -- --
126.68 0.524 11.4 -2.28 1.28 1.38 -- -- -1.13 14.7 22.9 1632 -- --
203.79 0.665 11.4 -2.2 -- 1.42 -- 0.112 -0.969 -- 21.33 99 -- --
207.08 0.675 11.3 -1.76 1.26 -- -0.132 -- -0.603 14.7 -- -- -- --
207.14 0.674 11.3 -1.77 1.26 -- -- -- -0.604 14.7 -- -- -- --
187.62 0.638 11.4 -2.09 -- 1.15 -- -- -0.861 -- 26.8 84 -- --
254.11 0.742 11.4 -- 1.29 0.984 -- -- -0.752 14.5 22.9 1576 -- --
298.99 0.808 11.3 -1.82 -- -- -- -- -0.636 -- -- -- -- --
289.32 0.796 11.2 -- 1.29 -- -- -- -0.407 14.7 -- -- -- --
298.88 0.805 11.3 -- -- 0.973 -- -- -0.599 -- 26.8 26 -- --
386.3 0.917 11.3 -- -- -- -- -- -0.434 -- -- -- -- --

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
1 117.02 temperature 10 720 > th dose dependent rect. 14 19
2 117.07 temperature 15 90 > th dose dependent rect. 6 23
12 120.26 temperature 15 30 > th dose dependent rect. 21 23
14 120.48 temperature 10 270 > th dose dependent rect. 18 23
16 120.50 temperature 10 720 > th dose dependent rect. 21 21
23 121.27 temperature 30 270 < th dose dependent rect. 23 22
71 124.16 temperature 10 270 > th dose dependent rect. 3 23
98 125.19 temperature 30 270 < th dose dependent rect. 13 22
137 126.67 temperature 20 1440 > th dose dependent rect. 15 14
147 126.88 temperature 20 720 > th dose dependent rect. 20 13
153 126.92 temperature 20 1440 > th dose dependent sin 14 NA
190 127.35 temperature 15 270 > th dose dependent no NA NA
231 127.69 temperature 10 720 > th dose dependent rect. 20 13
243 127.82 temperature 30 270 < th dose dependent no NA NA
245 127.84 temperature 20 720 > th dose dependent sin 10 NA
264 128.00 temperature 30 30 < th dose dependent rect. 9 23
363 128.88 temperature 30 90 < th dose dependent rect. 17 18
395 129.17 temperature 30 1440 < th dose dependent rect. 16 9
417 129.30 temperature 30 1440 < th dose dependent rect. 15 14
474 129.50 temperature 30 1440 < th dose dependent sin 15 NA
514 129.60 temperature 20 10 > th dose dependent rect. 23 21
645 130.00 temperature 30 30 < th dose dependent rect. 5 23
929 130.91 temperature 20 1440 > th dose dependent rect. 23 1
989 131.08 temperature 30 1440 < th dose dependent rect. 17 2
990 131.09 temperature 20 1440 > th dose dependent rect. 18 1