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Os09g0421500

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 : 10.4 (0.0202) R2 : 0.523
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.81 (0.0827) R2dE : 0.567 R2E : 0.508
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.142 (0.0446) R2dN8 : 0.0155 R2N8 : -0.0433
σ : 0.375
deviance : 64.72
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C
peak time of C : --
E
wheather : temperature
threshold : 28.12
memory length : 67
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
57.57 0.356 10.4 0.194 0.223 1.92 -0.672 0.847 0.165 8.25 27.72 20 -- --
58.33 0.356 10.4 0.357 0.192 1.94 -0.843 -- 0.201 9.25 28.22 25 -- --
58.77 0.357 10.5 0.125 0.228 1.89 -- 1.03 0.149 7.25 27.43 20 -- --
60.43 0.362 10.4 0.304 0.226 1.85 -- -- 0.188 7.24 27.86 26 -- --
60.76 0.363 10.5 0.174 -- 1.95 -- 0.95 0.164 -- 27.73 63 -- --
106.19 0.483 10.5 -0.133 0.654 -- 0.769 -- -0.211 3.21 -- -- -- --
107.96 0.487 10.5 -0.148 0.664 -- -- -- -0.216 3.5 -- -- -- --
62.15 0.367 10.4 0.38 -- 1.92 -- -- 0.22 -- 28.08 62 -- --
62.56 0.368 10.4 -- 0.245 1.72 -- -- 0.13 6.54 27.77 25 -- --
132.61 0.538 10.5 -0.12 -- -- -- -- -0.198 -- -- -- -- --
108.54 0.487 10.5 -- 0.661 -- -- -- -0.199 3.5 -- -- -- --
64.72 0.375 10.4 -- -- 1.81 -- -- 0.142 -- 28.12 67 -- --
133 0.538 10.5 -- -- -- -- -- -0.185 -- -- -- -- --

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 50.77 temperature 30 90 < th dose dependent rect. 15 20
2 51.48 temperature 30 90 < th dose dependent rect. 15 18
3 51.69 temperature 30 90 < th dose dependent rect. 13 22
7 52.85 temperature 30 10 < th dose dependent rect. 16 18
31 54.95 temperature 30 10 < th dose dependent rect. 12 22
104 59.56 temperature 25 90 < th dose dependent rect. 23 23
107 59.69 temperature 30 30 < th dose dependent rect. 21 23
108 59.72 temperature 30 10 < th dose dependent no NA NA
111 59.83 temperature 30 10 < th dose dependent rect. 1 23
121 60.08 temperature 30 10 < th dose dependent rect. 17 23
124 60.26 temperature 30 10 < th dose dependent rect. 3 23
136 60.80 temperature 30 30 < th dose dependent rect. 9 23
160 61.54 temperature 15 90 > th dose dependent rect. 6 23
163 61.58 temperature 25 30 < th dose dependent rect. 7 23
166 61.62 temperature 25 30 < th dose dependent rect. 19 23
195 62.16 temperature 25 30 < th dose dependent rect. 5 23
270 63.31 temperature 10 10 > th dose dependent no NA NA
345 64.68 temperature 10 270 > th dose dependent rect. 16 23
350 64.83 temperature 25 90 < th dose dependent rect. 3 20
537 68.39 temperature 15 10 > th dose dependent rect. 23 23
544 68.45 temperature 10 270 > th dose dependent sin 11 NA
553 68.51 temperature 10 720 > th dose dependent rect. 10 16
557 68.53 temperature 30 270 < th dose dependent sin 11 NA
578 68.70 temperature 30 90 < th dose dependent sin 9 NA
616 69.12 temperature 10 720 > th dose dependent sin 18 NA
688 69.70 temperature 15 90 > th dose dependent rect. 9 23
813 70.50 temperature 30 720 < th dose dependent sin 16 NA