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Os03g0259700

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Protein of unknown function DUF1630 family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 8.86 (0.0209) R2 : 0.577
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.35 (0.0544) R2dC : 0.574 R2C : 0.566
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.132 (0.044) R2dN8 : 0.0109 R2N8 : 0.00332
σ : 0.394
deviance : 70.91
__
_____
C
peak time of C : 5.03
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 independent, 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
46.03 0.319 8.77 0.366 1.37 -0.37 -0.419 2.27 0.118 4.98 22.29 1402 -- --
51.32 0.334 8.82 -0.0132 1.42 -0.694 -0.446 -- 0.00756 5.24 14.9 28207 -- --
46.06 0.316 8.76 0.426 1.35 -0.361 -- 2.33 0.138 4.95 22.2 1989 -- --
49.15 0.327 8.8 0.327 1.39 -1.07 -- -- 0.0958 5.26 14.9 29610 -- --
97.9 0.461 8.8 -0.2 -- -0.76 -- 0.323 0.124 -- 26.3 180 -- --
63.68 0.374 8.87 -0.517 1.36 -- -0.273 -- -0.191 5.03 -- -- -- --
63.87 0.374 8.87 -0.517 1.36 -- -- -- -0.19 5.01 -- -- -- --
94.52 0.453 8.83 -0.232 -- -0.964 -- -- 0.0756 -- 26.53 271 -- --
49.54 0.328 8.81 -- 1.43 -1.08 -- -- 0.0376 4.97 14.6 29655 -- --
161.08 0.593 8.88 -0.468 -- -- -- -- -0.155 -- -- -- -- --
70.91 0.394 8.86 -- 1.35 -- -- -- -0.132 5.03 -- -- -- --
95.9 0.456 8.83 -- -- -0.984 -- -- 0.105 -- 26.5 270 -- --
166.86 0.603 8.87 -- -- -- -- -- -0.103 -- -- -- -- --

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 42.94 humidity 90 14400 > th dose dependent rect. 17 13
8 43.10 humidity 90 14400 > th dose independent rect. 18 12
21 43.24 humidity 90 14400 > th dose dependent sin 10 NA
31 43.36 humidity 90 14400 > th dose dependent rect. 1 9
61 43.53 humidity 90 14400 > th dose dependent rect. 3 5
66 43.55 humidity 90 14400 > th dose independent rect. 1 7
115 43.87 humidity 90 14400 > th dose independent sin 10 NA
136 43.94 radiation 1 14400 < th dose dependent rect. 19 10
154 44.03 wind 3 43200 < th dose dependent rect. 11 1
160 44.06 wind 1 43200 < th dose independent rect. 23 3
163 44.07 wind 1 43200 > th dose independent rect. 23 3
186 44.16 radiation 1 14400 < th dose independent rect. 18 11
190 44.18 radiation 1 14400 > th dose independent rect. 18 1
215 44.28 radiation 1 14400 < th dose independent rect. 18 5
220 44.29 radiation 1 14400 < th dose independent rect. 18 8
228 44.32 wind 3 43200 < th dose dependent rect. 20 1
256 44.43 temperature 20 1440 > th dose dependent rect. 17 6
270 44.50 wind 1 43200 > th dose independent rect. 2 1
276 44.54 radiation 1 14400 < th dose dependent rect. 18 8
294 44.59 radiation 1 14400 < th dose dependent rect. 18 4
304 44.61 radiation 1 14400 < th dose dependent rect. 18 1
307 44.62 wind 3 43200 < th dose independent rect. 20 1
310 44.64 humidity 60 43200 < th dose independent rect. 9 1
320 44.70 humidity 60 43200 > th dose independent rect. 9 1
348 44.79 wind 3 43200 > th dose independent rect. 20 1
359 44.82 humidity 90 14400 < th dose independent rect. 19 9
394 44.92 temperature 15 720 > th dose dependent rect. 22 20
420 45.03 humidity 90 14400 > th dose dependent no NA NA
453 45.17 humidity 90 14400 > th dose dependent rect. 24 1
465 45.21 wind 3 43200 > th dose independent rect. 11 3
477 45.26 radiation 1 14400 < th dose dependent rect. 3 2
487 45.32 temperature 20 1440 > th dose dependent rect. 15 16
494 45.35 humidity 80 43200 < th dose dependent rect. 20 4
496 45.35 wind 1 43200 < th dose dependent rect. 8 18
501 45.37 wind 3 43200 < th dose dependent rect. 9 4
502 45.38 wind 3 43200 < th dose independent rect. 11 3
509 45.39 temperature 15 720 > th dose dependent rect. 15 19
524 45.41 temperature 20 1440 > th dose dependent sin 14 NA
576 45.56 wind 5 43200 > th dose independent rect. 15 1
596 45.60 wind 3 43200 > th dose dependent rect. 15 1
604 45.62 wind 1 43200 < th dose dependent rect. 11 15
636 45.69 humidity 90 14400 < th dose independent sin 10 NA
640 45.70 wind 5 43200 < th dose independent rect. 15 1
647 45.72 humidity 60 43200 < th dose independent rect. 8 3
659 45.74 radiation 1 14400 < th dose dependent rect. 7 1
673 45.77 humidity 90 14400 < th dose independent rect. 24 9
750 45.92 radiation 1 1440 < th dose dependent rect. 18 6
769 45.95 wind 3 43200 > th dose independent rect. 9 7
770 45.95 wind 3 43200 > th dose independent rect. 8 9
771 45.95 radiation 1 1440 < th dose dependent rect. 18 8
782 45.97 humidity 80 43200 < th dose independent rect. 20 4
825 46.03 wind 3 43200 < th dose independent rect. 9 6
854 46.05 wind 3 43200 < th dose independent rect. 8 8
883 46.10 wind 1 43200 < th dose independent rect. 2 1
916 46.14 wind 3 43200 > th dose independent rect. 6 11
924 46.15 humidity 80 43200 < th dose independent rect. 3 4
936 46.16 wind 5 43200 < th dose dependent rect. 8 9
967 46.21 wind 1 43200 < th dose independent rect. 21 5
979 46.22 humidity 50 43200 < th dose independent rect. 14 1
983 46.22 humidity 80 43200 < th dose dependent rect. 19 13
984 46.23 humidity 80 43200 > th dose independent rect. 3 1