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Os02g0330700

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 : 9.46 (0.0261) R2 : 0.663
β1 : -1.18 (0.0976) R2dD : 0.121 R2D : -0.0361
β2 : -- (--) R2dC : -- R2C : --
β3 : -3.23 (0.11) R2dE : 0.754 R2E : 0.508
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.437 (0.0587) R2dN8 : 0.0625 R2N8 : -0.0981
σ : 0.481
deviance : 106.63
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C
peak time of C : --
E
wheather : temperature
threshold : 29.69
memory length : 113
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
90.81 0.448 9.42 -0.854 0.664 -2.64 -0.418 -0.895 -0.278 16.8 29.52 31 -- --
91.78 0.446 9.43 -0.99 0.668 -2.6 -0.192 -- -0.309 16.8 29.65 31 -- --
91.19 0.445 9.43 -0.886 0.67 -2.63 -- -0.675 -0.287 16.8 29.5 31 -- --
91.81 0.446 9.44 -1 0.676 -2.62 -- -- -0.316 16.8 29.6 31 -- --
109.57 0.488 9.47 -1.01 -- -3.03 -- -0.0725 -0.415 -- 30.2 66 -- --
184.99 0.638 9.32 -0.369 1.48 -- 0.259 -- 0.212 15.4 -- -- -- --
185.2 0.637 9.32 -0.365 1.48 -- -- -- 0.214 15.4 -- -- -- --
106.63 0.481 9.46 -1.18 -- -3.23 -- -- -0.437 -- 29.69 113 -- --
114.89 0.502 9.4 -- 0.826 -2.2 -- -- -0.119 16.6 29.82 32 -- --
307.46 0.819 9.32 -0.427 -- -- -- -- 0.175 -- -- -- -- --
188.7 0.643 9.31 -- 1.48 -- -- -- 0.254 15.4 -- -- -- --
140.9 0.553 9.42 -- -- -2.88 -- -- -0.231 -- 30.07 109 -- --
312.27 0.825 9.31 -- -- -- -- -- 0.222 -- -- -- -- --

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 89.85 temperature 30 30 < th dose dependent rect. 19 23
3 90.09 temperature 30 10 < th dose dependent rect. 11 23
6 90.60 temperature 30 90 < th dose dependent rect. 9 23
7 90.92 temperature 30 30 < th dose dependent rect. 17 23
8 90.99 temperature 30 30 < th dose dependent rect. 15 23
10 91.07 temperature 30 30 < th dose dependent no NA NA
12 91.22 temperature 30 30 < th dose dependent rect. 13 23
21 92.90 temperature 30 90 < th dose dependent rect. 1 23
23 93.73 temperature 15 10 > th dose dependent rect. 7 23
24 93.83 temperature 30 10 < th dose dependent rect. 23 23
26 94.98 temperature 30 90 < th dose dependent rect. 21 23
27 95.11 temperature 30 10 < th dose dependent rect. 3 23
28 95.22 temperature 30 10 < th dose dependent rect. 1 23
36 96.20 temperature 30 10 < th dose dependent rect. 21 23
38 96.28 temperature 10 10 > th dose dependent no NA NA
128 102.68 temperature 10 270 > th dose dependent rect. 4 23
131 102.71 temperature 15 10 > th dose dependent rect. 21 23
152 103.85 temperature 30 10 < th dose dependent rect. 5 23
163 104.31 temperature 15 270 > th dose dependent rect. 17 23
214 106.20 temperature 25 720 < th dose dependent rect. 5 17
228 106.58 temperature 30 10 < th dose dependent rect. 7 23
236 106.90 temperature 15 10 > th dose dependent rect. 3 23
242 107.10 temperature 15 10 > th dose dependent rect. 1 23
344 109.47 temperature 15 10 > th dose dependent rect. 23 23
439 111.40 temperature 25 720 < th dose dependent sin 23 NA
448 111.62 temperature 30 90 < th dose dependent sin 5 NA
491 112.34 temperature 25 90 < th dose dependent sin 23 NA
506 112.56 temperature 10 90 > th dose dependent sin 6 NA
662 114.60 temperature 25 1440 < th dose dependent rect. 17 5
818 116.09 temperature 20 10 > th dose dependent rect. 17 23
961 117.24 temperature 20 10 > th dose dependent rect. 15 23