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Os10g0463900

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 : 7.46 (0.0202) R2 : 0.726
β1 : -1 (0.0763) R2dD : 0.118 R2D : -0.121
β2 : 1.62 (0.0523) R2dC : 0.689 R2C : 0.21
β3 : 2.36 (0.106) R2dE : 0.402 R2E : -0.294
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.81 (0.045) R2dN8 : 0.293 R2N8 : 0.00226
σ : 0.373
deviance : 63.99
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C
peak time of C : 1.48
E
wheather : temperature
threshold : 9.454
memory length : 227
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
63.98 0.376 7.46 -0.999 1.62 2.36 -0.0146 0.0293 -0.809 1.47 9.491 221 -- --
63.99 0.373 7.46 -1 1.62 2.36 -0.0189 -- -0.81 1.48 9.447 227 -- --
63.99 0.373 7.46 -0.996 1.62 2.36 -- 0.0428 -0.809 1.47 9.516 221 -- --
63.99 0.373 7.46 -1 1.62 2.36 -- -- -0.81 1.48 9.454 227 -- --
115.9 0.501 7.45 -1.11 -- 2.47 -- 0.154 -0.85 -- 5.304 929 -- --
121.27 0.516 7.39 -0.509 1.21 -- -0.261 -- -0.479 24 -- -- -- --
121.57 0.516 7.39 -0.499 1.21 -- -- -- -0.478 24 -- -- -- --
115.87 0.501 7.46 -1.15 -- 2.47 -- -- -0.862 -- 3.961 929 -- --
87.66 0.436 7.42 -- 1.58 1.9 -- -- -0.639 1.05 14.44 147 -- --
214.19 0.684 7.36 -0.462 -- -- -- -- -0.461 -- -- -- -- --
128.14 0.53 7.38 -- 1.21 -- -- -- -0.422 24 -- -- -- --
146.29 0.563 7.41 -- -- 1.81 -- -- -0.67 -- 16.79 910 -- --
219.81 0.692 7.35 -- -- -- -- -- -0.41 -- -- -- -- --

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 63.42 temperature 30 270 < th dose dependent rect. 12 23
3 63.85 temperature 15 270 > th dose dependent rect. 7 23
4 64.02 temperature 30 270 < th dose dependent rect. 3 23
7 64.33 temperature 10 270 > th dose dependent no NA NA
8 64.41 temperature 30 270 < th dose dependent no NA NA
16 64.88 temperature 30 90 < th dose dependent rect. 5 23
17 64.92 temperature 15 270 > th dose dependent rect. 17 23
25 65.62 temperature 30 270 < th dose dependent rect. 21 23
31 65.81 temperature 15 270 > th dose dependent rect. 24 23
51 66.71 temperature 15 270 > th dose dependent rect. 20 23
87 68.14 temperature 15 270 > th dose dependent rect. 10 23
92 68.20 temperature 30 30 < th dose dependent rect. 19 23
94 68.28 temperature 30 1440 < th dose dependent rect. 21 2
99 68.39 temperature 30 1440 < th dose dependent rect. 16 9
100 68.40 temperature 10 1440 > th dose dependent rect. 21 2
107 68.54 temperature 30 1440 < th dose dependent rect. 18 6
126 68.69 temperature 30 1440 < th dose dependent sin 15 NA
129 68.72 temperature 10 1440 > th dose dependent rect. 18 7
162 68.92 temperature 30 1440 < th dose dependent rect. 16 20
171 68.98 temperature 15 720 > th dose dependent rect. 17 21
221 69.16 temperature 10 1440 > th dose dependent sin 14 NA
241 69.21 temperature 10 1440 > th dose dependent rect. 17 19
243 69.21 temperature 30 1440 < th dose dependent rect. 9 20
287 69.30 temperature 30 1440 < th dose dependent rect. 11 23
319 69.35 temperature 30 1440 < th dose dependent no NA NA
362 69.41 temperature 30 1440 < th dose dependent rect. 1 23
571 69.77 temperature 10 1440 > th dose dependent rect. 10 20
625 69.84 temperature 15 270 > th dose dependent rect. 13 23
690 69.94 temperature 10 1440 > th dose dependent no NA NA
748 70.03 temperature 10 1440 > th dose dependent rect. 4 23
781 70.08 temperature 10 1440 > th dose dependent rect. 1 23