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Os05g0123400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.6 (0.0284) R2 : 0.655
β1 : 1.89 (0.107) R2dD : 0.262 R2D : 0.14
β2 : 1.48 (0.0741) R2dC : 0.306 R2C : 0.343
β3 : -1.21 (0.0872) R2dE : 0.162 R2E : 0.11
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.177 (0.0614) R2dN8 : 0.0087 R2N8 : -0.0216
σ : 0.528
deviance : 128.76
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C
peak time of C : 17.5
E
wheather : temperature
threshold : 24.7
memory length : 1297
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 = temperature, 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
127.81 0.531 6.64 1.5 1.48 -1.08 -0.245 -1.47 0.0896 17.5 24.4 1295 -- --
128.65 0.528 6.6 1.89 1.48 -1.21 -0.198 -- 0.177 17.5 24.72 1300 -- --
127.96 0.527 6.64 1.51 1.48 -1.08 -- -1.45 0.0895 17.4 24.36 1296 -- --
128.76 0.528 6.6 1.89 1.48 -1.21 -- -- 0.177 17.5 24.7 1297 -- --
239.4 0.721 6.61 1.51 -- -1.3 -- -1.5 0.0981 -- 24.07 1286 -- --
181.67 0.632 6.63 1.5 1.6 -- 0.053 -- 0.0186 17.1 -- -- -- --
181.67 0.631 6.63 1.5 1.6 -- -- -- 0.0188 17.1 -- -- -- --
240.41 0.722 6.56 1.92 -- -1.44 -- -- 0.202 -- 24.19 1286 -- --
216.64 0.686 6.64 -- 1.56 -0.7 -- -- -0.122 17.2 28.55 2974 -- --
315.81 0.83 6.61 1.44 -- -- -- -- -0.0218 -- -- -- -- --
241 0.726 6.67 -- 1.57 -- -- -- -0.148 17.1 -- -- -- --
330.12 0.846 6.63 -- -- -1.01 -- -- -0.0836 -- 24.7 1278 -- --
370.74 0.899 6.65 -- -- -- -- -- -0.182 -- -- -- -- --

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
1 127.63 temperature 20 720 > th dose dependent rect. 17 20
2 127.93 temperature 20 720 > th dose dependent rect. 17 18
4 128.11 temperature 25 1440 > th dose dependent rect. 15 21
7 128.15 temperature 10 1440 > th dose dependent rect. 18 1
10 128.26 temperature 25 1440 > th dose dependent rect. 15 16
26 128.42 temperature 25 1440 > th dose dependent rect. 16 5
32 128.46 temperature 25 1440 > th dose dependent sin 14 NA
35 128.47 temperature 10 1440 > th dose dependent rect. 6 5
53 128.62 temperature 25 1440 > th dose dependent rect. 10 21
58 128.64 temperature 25 1440 > th dose dependent rect. 18 1
100 128.80 temperature 25 1440 > th dose dependent no NA NA
105 128.81 temperature 10 1440 > th dose dependent rect. 6 16
106 128.81 temperature 25 1440 > th dose dependent rect. 23 23
112 128.82 temperature 25 1440 > th dose dependent rect. 5 23
159 128.95 temperature 30 1440 < th dose dependent rect. 18 1
255 129.19 temperature 10 1440 > th dose dependent rect. 16 4
303 129.32 temperature 25 1440 < th dose independent rect. 6 1
341 129.50 temperature 30 1440 < th dose dependent rect. 6 4
388 129.67 temperature 25 1440 > th dose independent rect. 6 1
389 129.67 temperature 20 43200 < th dose independent rect. 21 1
394 129.69 temperature 30 1440 < th dose dependent rect. 7 2
410 129.77 temperature 20 43200 > th dose independent rect. 20 2
495 130.04 temperature 10 1440 > th dose dependent sin 22 NA
583 130.31 temperature 20 1440 > th dose dependent sin 4 NA
612 130.37 temperature 10 720 > th dose dependent rect. 15 22
953 131.17 temperature 25 1440 > th dose dependent rect. 11 2
999 131.26 temperature 20 43200 > th dose independent rect. 14 8