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Os04g0440000

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 : 12 (0.0137) R2 : 0.519
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.687 (0.0343) R2dC : 0.424 R2C : 0.409
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.258 (0.0289) R2dN8 : 0.109 R2N8 : 0.0942
σ : 0.259
deviance : 30.59
__
_____
C
peak time of C : 3.1
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
22.1 0.221 12 0.188 0.78 -0.716 0.678 -1.03 0.186 3.15 25.2 283 -- --
23.42 0.225 12 0.0563 0.763 -0.584 0.465 -- 0.179 3.13 25.4 251 -- --
23.32 0.225 12 0.128 0.772 -0.681 -- -0.729 0.166 3.29 25.3 338 -- --
23.95 0.228 12 0.0236 0.764 -0.623 -- -- 0.151 3.22 25.3 263 -- --
45.75 0.315 12 0.175 -- -0.787 -- -1.16 0.173 -- 26.1 2541 -- --
29.16 0.253 12 0.181 0.68 -- 0.448 -- 0.28 3.01 -- -- -- --
29.81 0.256 12 0.171 0.683 -- -- -- 0.277 3.1 -- -- -- --
47.35 0.32 12 -0.0898 -- -0.685 -- -- 0.113 -- 26.8 2550 -- --
23.92 0.228 12 -- 0.785 -0.639 -- -- 0.144 3.22 25.34 257 -- --
56.47 0.351 12 0.2 -- -- -- -- 0.295 -- -- -- -- --
30.59 0.259 12 -- 0.687 -- -- -- 0.258 3.1 -- -- -- --
47.5 0.321 12 -- -- -0.647 -- -- 0.132 -- 27 2554 -- --
57.53 0.354 12 -- -- -- -- -- 0.273 -- -- -- -- --

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 20.98 temperature 25 270 < th dose dependent rect. 14 18
15 21.17 temperature 15 270 > th dose dependent sin 11 NA
19 21.26 temperature 20 1440 > th dose dependent rect. 24 1
21 21.27 temperature 25 270 < th dose dependent sin 12 NA
46 21.51 temperature 15 270 > th dose dependent rect. 18 11
93 21.76 temperature 25 720 < th dose dependent rect. 16 9
107 21.82 temperature 20 1440 > th dose independent rect. 3 1
123 21.85 temperature 25 720 < th dose dependent sin 16 NA
138 21.89 temperature 25 720 < th dose dependent rect. 19 6
168 21.98 temperature 30 1440 < th dose dependent rect. 24 1
187 22.04 temperature 20 1440 > th dose independent rect. 5 1
188 22.04 temperature 20 1440 > th dose independent rect. 3 3
198 22.06 temperature 20 4320 > th dose independent rect. 22 1
220 22.11 temperature 20 1440 < th dose independent rect. 3 3
226 22.12 temperature 25 720 < th dose dependent rect. 21 2
233 22.13 temperature 25 270 < th dose dependent no NA NA
246 22.15 temperature 20 1440 < th dose independent rect. 5 1
252 22.16 temperature 20 1440 < th dose independent rect. 3 1
274 22.18 temperature 25 270 < th dose dependent rect. 3 23
281 22.19 temperature 25 270 < th dose dependent rect. 19 23
336 22.27 wind 3 14400 < th dose dependent rect. 5 2
389 22.34 temperature 25 4320 < th dose independent rect. 21 6
402 22.36 wind 3 14400 < th dose independent rect. 6 1
411 22.37 wind 3 14400 > th dose independent rect. 6 1
412 22.37 temperature 20 4320 < th dose independent rect. 22 1
540 22.50 temperature 25 4320 > th dose independent rect. 21 4
609 22.56 temperature 25 720 < th dose independent rect. 14 18
888 22.76 temperature 25 1440 < th dose dependent sin 11 NA
894 22.76 temperature 20 10 > th dose dependent rect. 21 8
1000 22.82 wind 1 14400 < th dose independent rect. 21 2