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Os12g0141900

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 : 8.51 (0.0241) R2 : 0.402
β1 : -1.49 (0.0923) R2dD : 0.394 R2D : 0.227
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.5 (0.138) R2dE : 0.184 R2E : 0.019
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.133 (0.0536) R2dN8 : 0.0119 R2N8 : -0.0343
σ : 0.446
deviance : 91.63
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C
peak time of C : --
E
wheather : temperature
threshold : 22.47
memory length : 315
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
89.02 0.443 8.52 -1.53 0.222 -1.51 -0.0978 0.244 -0.156 4.82 22.66 307 -- --
89.06 0.44 8.51 -1.51 0.225 -1.57 -0.0467 -- -0.15 4.74 22.54 299 -- --
89.04 0.439 8.52 -1.52 0.221 -1.52 -- 0.178 -0.153 4.77 22.61 303 -- --
89.06 0.44 8.51 -1.51 0.225 -1.57 -- -- -0.149 4.75 22.54 299 -- --
91.53 0.446 8.52 -1.53 -- -1.44 -- 0.342 -0.15 -- 22.55 327 -- --
114.65 0.502 8.47 -1.16 0.104 -- 0.0175 -- 0.0486 5.74 -- -- -- --
114.65 0.501 8.47 -1.16 0.104 -- -- -- 0.0485 5.74 -- -- -- --
91.63 0.446 8.51 -1.49 -- -1.5 -- -- -0.133 -- 22.47 315 -- --
140.66 0.552 8.46 -- 0.137 -0.88 -- -- 0.0906 2.76 22.69 45 -- --
115.22 0.502 8.47 -1.16 -- -- -- -- 0.051 -- -- -- -- --
150.25 0.573 8.44 -- 0.087 -- -- -- 0.178 6.35 -- -- -- --
141.86 0.555 8.46 -- -- -0.82 -- -- 0.104 -- 22.5 37 -- --
150.64 0.573 8.44 -- -- -- -- -- 0.18 -- -- -- -- --

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 90.08 temperature 25 720 < th dose dependent rect. 5 20
5 90.23 temperature 25 1440 < th dose dependent rect. 9 13
7 90.25 temperature 25 1440 < th dose dependent sin 21 NA
17 90.35 temperature 25 1440 < th dose dependent rect. 6 15
67 90.67 temperature 25 270 < th dose dependent rect. 22 23
87 90.80 temperature 25 1440 < th dose dependent rect. 13 9
172 91.22 temperature 25 270 < th dose dependent no NA NA
177 91.24 temperature 25 270 < th dose dependent rect. 13 23
310 91.76 temperature 15 270 > th dose dependent rect. 17 22
312 91.78 wind 3 43200 > th dose independent rect. 1 1
382 92.01 temperature 20 90 < th dose dependent rect. 3 23
405 92.08 temperature 25 10 < th dose dependent rect. 1 23
429 92.18 temperature 30 270 < th dose dependent sin 8 NA
466 92.28 wind 9 14400 > th dose dependent rect. 23 14
471 92.30 temperature 10 270 > th dose dependent sin 8 NA
497 92.37 wind 3 43200 < th dose independent rect. 1 1
522 92.46 temperature 25 30 < th dose dependent rect. 5 23
529 92.49 wind 9 14400 > th dose independent rect. 21 16
531 92.50 wind 9 14400 > th dose dependent rect. 5 8
554 92.55 humidity 50 14400 < th dose dependent rect. 12 1
594 92.66 temperature 20 90 < th dose dependent sin 7 NA
708 93.01 wind 9 43200 > th dose dependent rect. 16 12
729 93.08 temperature 10 10 > th dose dependent sin 6 NA
813 93.24 wind 9 43200 > th dose dependent rect. 17 7
907 93.36 humidity 50 43200 < th dose independent rect. 16 15