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Os01g0852000

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 : 8.95 (0.0182) R2 : 0.189
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.395 (0.0383) R2dN8 : 0.244 R2N8 : 0.189
σ : 0.342
deviance : 53.84
__
_____
C
peak time of C : --
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 = radiation, 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
43.14 0.309 9.01 -0.506 0.197 1.1 -0.498 4.13 -0.44 17.2 0.5788 1476 -- --
46.38 0.317 8.94 -0.0993 0.455 0.67 -0.46 -- -0.308 16.8 3.286 3296 -- --
43.73 0.308 9.01 -0.51 0.196 1.1 -- 4.15 -0.442 17.5 0.55 1476 -- --
47.21 0.32 8.94 -0.0839 0.451 0.673 -- -- -0.312 16.7 3.288 3288 -- --
45.63 0.315 9.01 -0.53 -- 1.15 -- 4.29 -0.448 -- 0.5147 1467 -- --
50.41 0.333 8.95 -0.17 0.205 -- -0.456 -- -0.407 17.6 -- -- -- --
50.63 0.333 8.96 -0.17 0.214 -- -- -- -0.41 18.9 -- -- -- --
48.02 0.323 8.9 -0.241 -- 0.519 -- -- -0.212 -- 13.38 8710 -- --
47.38 0.321 8.93 -- 0.48 0.753 -- -- -0.292 16.6 3.1 3281 -- --
53.04 0.34 8.95 -0.174 -- -- -- -- -0.414 -- -- -- -- --
51.39 0.335 8.95 -- 0.216 -- -- -- -0.391 18.8 -- -- -- --
45.96 0.316 8.9 -- -- 0.495 -- -- -0.157 -- 4.682 17330 -- --
53.84 0.342 8.95 -- -- -- -- -- -0.395 -- -- -- -- --

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 40.48 wind 1.0 14400 < th dose dependent rect. 3 4
6 41.20 wind 1.0 14400 > th dose independent rect. 1 6
9 41.48 temperature 20.0 14400 > th dose dependent rect. 7 1
12 41.51 temperature 20.0 14400 > th dose dependent rect. 6 5
14 41.52 precipitation 0.1 14400 > th dose independent rect. 13 2
15 41.52 wind 1.0 14400 < th dose independent rect. 1 6
17 41.52 precipitation 0.1 14400 > th dose dependent rect. 13 2
18 41.53 precipitation 0.1 14400 < th dose independent rect. 13 2
19 41.53 precipitation 0.1 14400 < th dose dependent rect. 13 2
33 41.56 temperature 20.0 14400 > th dose dependent rect. 10 1
61 41.59 temperature 20.0 720 > th dose dependent rect. 1 9
67 41.60 temperature 30.0 14400 < th dose dependent rect. 7 1
81 41.62 temperature 20.0 14400 > th dose dependent sin 3 NA
86 41.63 wind 1.0 14400 < th dose independent rect. 3 4
88 41.63 wind 1.0 14400 < th dose independent rect. 22 9
101 41.64 temperature 30.0 14400 < th dose dependent rect. 6 3
234 41.77 temperature 25.0 14400 < th dose independent rect. 3 11
235 41.77 temperature 25.0 14400 > th dose independent rect. 1 14
256 41.78 temperature 25.0 14400 > th dose independent sin 4 NA
259 41.78 temperature 25.0 14400 > th dose independent rect. 2 12
261 41.78 temperature 25.0 14400 < th dose independent rect. 1 15
278 41.79 temperature 25.0 14400 < th dose independent sin 4 NA
279 41.79 temperature 25.0 14400 > th dose independent rect. 5 8
280 41.79 temperature 25.0 14400 < th dose independent rect. 5 8
290 41.79 temperature 20.0 14400 > th dose dependent rect. 14 1
305 41.80 temperature 25.0 14400 > th dose independent rect. 6 3
361 41.82 temperature 25.0 14400 > th dose independent rect. 6 5
379 41.82 wind 1.0 43200 < th dose dependent rect. 19 13
400 41.83 wind 1.0 43200 < th dose dependent sin 8 NA
441 41.84 temperature 20.0 14400 > th dose dependent no NA NA
503 41.85 temperature 20.0 14400 > th dose dependent rect. 12 23
550 41.87 temperature 25.0 14400 < th dose independent rect. 6 2
633 41.89 wind 1.0 43200 < th dose dependent rect. 3 1
661 41.90 wind 1.0 43200 > th dose independent rect. 19 14
679 41.90 wind 1.0 43200 < th dose dependent rect. 21 11
758 41.92 wind 1.0 43200 < th dose dependent rect. 19 15
768 41.92 temperature 25.0 90 > th dose dependent rect. 18 19
882 41.95 temperature 30.0 14400 < th dose dependent sin 2 NA