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Os03g0337200

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.87 (0.0233) R2 : 0.75
β1 : -1.8 (0.0872) R2dD : 0.267 R2D : 0.176
β2 : 1.62 (0.0573) R2dC : 0.444 R2C : 0.463
β3 : 0.861 (0.0715) R2dE : 0.103 R2E : 0.0624
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0771 (0.0537) R2dN8 : 0.00186 R2N8 : -0.0166
σ : 0.424
deviance : 83.04
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C
peak time of C : 3.53
E
wheather : temperature
threshold : 22
memory length : 1352
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
82.33 0.426 8.85 -1.71 1.63 0.994 0.25 0.613 -0.0332 3.51 21.5 1385 -- --
83.49 0.426 8.87 -1.73 1.63 0.947 0.385 -- -0.0802 3.54 21.7 1365 -- --
82.34 0.423 8.85 -1.66 1.63 0.936 -- 0.665 -0.0177 3.56 21.77 1349 -- --
83.04 0.424 8.87 -1.8 1.62 0.861 -- -- -0.0771 3.53 22 1352 -- --
223.07 0.696 8.88 -1.62 -- 1.02 -- 0.547 -0.0538 -- 22.26 1129 -- --
109.39 0.49 8.81 -1.48 1.67 -- 0.192 -- 0.202 3.48 -- -- -- --
109.51 0.49 8.81 -1.48 1.68 -- -- -- 0.201 3.49 -- -- -- --
211.93 0.678 8.92 -1.8 -- 1.25 -- -- -0.199 -- 24.8 1138 -- --
159.58 0.588 8.81 -- 1.62 0.407 -- -- 0.25 3.55 22.5 1173 -- --
266.57 0.763 8.81 -1.41 -- -- -- -- 0.245 -- -- -- -- --
167.6 0.606 8.77 -- 1.65 -- -- -- 0.366 3.5 -- -- -- --
292.95 0.797 8.84 -- -- 0.842 -- -- 0.131 -- 24.96 1113 -- --
319.32 0.834 8.78 -- -- -- -- -- 0.402 -- -- -- -- --

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 83.54 temperature 25 1440 < th dose dependent rect. 17 19
16 83.68 temperature 30 270 < th dose dependent rect. 20 22
21 83.72 temperature 25 1440 < th dose dependent sin 11 NA
26 83.73 temperature 25 1440 < th dose dependent rect. 17 13
81 83.89 temperature 25 1440 < th dose dependent rect. 20 6
104 83.95 temperature 25 1440 < th dose dependent rect. 21 3
124 84.00 temperature 25 1440 < th dose dependent rect. 23 1
133 84.03 temperature 25 720 < th dose dependent rect. 4 20
141 84.05 temperature 25 1440 < th dose dependent rect. 9 22
152 84.09 temperature 25 1440 < th dose dependent no NA NA
166 84.13 temperature 10 1440 > th dose dependent rect. 23 1
176 84.15 temperature 25 1440 < th dose dependent rect. 1 23
186 84.17 temperature 25 1440 < th dose dependent rect. 3 23
187 84.17 temperature 25 1440 < th dose dependent rect. 23 23
189 84.18 temperature 25 1440 < th dose dependent rect. 5 23
209 84.22 temperature 10 1440 > th dose dependent rect. 23 3
218 84.23 temperature 10 1440 > th dose dependent rect. 23 7
272 84.38 temperature 30 1440 < th dose dependent rect. 1 1
315 84.53 temperature 10 1440 > th dose dependent rect. 1 1
331 84.57 temperature 10 1440 > th dose dependent rect. 1 5
458 84.94 temperature 30 1440 < th dose dependent rect. 3 1
501 85.06 temperature 10 1440 > th dose dependent rect. 5 1
520 85.12 temperature 25 1440 < th dose dependent rect. 5 1
586 85.36 temperature 30 270 < th dose dependent rect. 4 23
612 85.45 temperature 30 270 < th dose dependent rect. 2 23
668 85.69 temperature 30 270 < th dose dependent no NA NA
683 85.75 temperature 30 270 < th dose dependent rect. 8 23
710 85.86 temperature 10 1440 > th dose dependent sin 9 NA
721 85.89 temperature 30 270 < th dose dependent rect. 10 23
764 86.09 temperature 30 270 < th dose dependent rect. 12 23
856 86.40 temperature 20 1440 > th dose independent rect. 3 1
887 86.53 temperature 15 10 > th dose dependent rect. 1 23
977 86.84 temperature 15 10 > th dose dependent rect. 9 23