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Os01g0328500

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

Description : Bucentaur or craniofacial development family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.35 (0.017) R2 : 0.0242
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.12 (0.0357) R2dN8 : 0.0313 R2N8 : 0.0242
σ : 0.32
deviance : 46.89
__
_____
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 = wind, 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
30.71 0.26 8.41 -0.172 0.265 0.605 0.0157 1.52 -0.244 14.5 9 4609 -- --
31.17 0.26 8.38 -0.308 0.289 0.373 0.0797 -- -0.285 13.3 10.31 4636 -- --
30.58 0.258 8.42 -0.147 0.274 0.593 -- 1.52 -0.268 13.9 8.918 4781 -- --
30.34 0.257 8.4 -0.381 0.256 0.351 -- -- -0.334 13.8 10.31 4871 -- --
34.45 0.273 8.43 -0.128 -- 0.723 -- 1.74 -0.29 -- 9 4705 -- --
36.01 0.281 8.36 -0.376 0.339 -- 0.0036 -- -0.155 14.2 -- -- -- --
36.01 0.281 8.36 -0.376 0.339 -- -- -- -0.155 14.2 -- -- -- --
32.86 0.267 8.43 -0.317 -- 0.564 -- -- -0.431 -- 10.42 4751 -- --
32.84 0.267 8.42 -- 0.246 0.479 -- -- -0.403 13.4 10.34 4881 -- --
42.88 0.306 8.36 -0.39 -- -- -- -- -0.163 -- -- -- -- --
39.73 0.295 8.35 -- 0.346 -- -- -- -0.113 14.2 -- -- -- --
35.86 0.279 8.43 -- -- 0.596 -- -- -0.468 -- 10.42 4871 -- --
46.89 0.32 8.35 -- -- -- -- -- -0.12 -- -- -- -- --

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 30.12 humidity 80 4320 < th dose independent rect. 22 1
3 30.48 wind 7 4320 > th dose dependent rect. 15 1
4 30.49 temperature 20 4320 > th dose independent rect. 21 1
5 30.51 temperature 20 4320 < th dose independent rect. 21 1
6 30.72 wind 9 4320 > th dose dependent rect. 18 23
7 30.74 humidity 80 4320 > th dose independent rect. 22 1
11 30.79 wind 9 4320 > th dose dependent rect. 20 21
16 30.90 humidity 80 14400 > th dose dependent rect. 23 1
20 30.98 wind 9 4320 > th dose independent rect. 18 22
25 31.04 radiation 20 4320 < th dose independent rect. 17 7
27 31.05 wind 9 4320 > th dose independent rect. 20 20
30 31.07 wind 7 4320 > th dose dependent rect. 15 4
33 31.08 wind 9 4320 > th dose independent rect. 11 10
34 31.08 wind 9 4320 > th dose independent rect. 9 12
52 31.11 wind 9 4320 < th dose independent rect. 14 2
81 31.12 wind 9 4320 > th dose dependent sin 23 NA
83 31.13 wind 9 4320 > th dose independent sin 20 NA
94 31.13 wind 9 4320 < th dose independent rect. 18 23
101 31.14 wind 9 4320 < th dose independent rect. 20 21
111 31.16 wind 9 4320 > th dose independent rect. 13 8
118 31.18 temperature 20 1440 < th dose independent rect. 5 1
123 31.18 wind 9 4320 > th dose dependent rect. 9 12
137 31.20 wind 9 4320 > th dose independent rect. 13 23
184 31.22 wind 3 1440 < th dose independent rect. 2 1
187 31.22 wind 9 4320 < th dose independent rect. 11 10
217 31.24 wind 9 4320 > th dose independent no NA NA
218 31.24 humidity 90 14400 < th dose independent rect. 23 9
223 31.24 wind 9 4320 < th dose independent rect. 11 15
224 31.24 wind 9 4320 < th dose independent rect. 11 17
235 31.25 wind 3 1440 > th dose independent rect. 2 1
243 31.25 wind 9 4320 < th dose independent rect. 8 20
244 31.25 wind 9 4320 > th dose independent rect. 15 23
250 31.26 radiation 20 4320 < th dose independent rect. 17 10
252 31.26 wind 9 4320 < th dose independent rect. 8 13
256 31.26 wind 9 4320 < th dose independent rect. 8 18
266 31.26 wind 9 4320 > th dose dependent rect. 15 23
282 31.28 wind 9 4320 < th dose independent sin 21 NA
299 31.29 atmosphere 1005 14400 < th dose independent rect. 16 1
324 31.30 humidity 80 14400 > th dose dependent rect. 22 6
333 31.31 atmosphere 1005 14400 > th dose independent rect. 16 1
357 31.32 wind 9 4320 > th dose dependent rect. 9 8
382 31.33 wind 9 4320 > th dose dependent no NA NA
395 31.34 wind 9 4320 > th dose independent rect. 15 1
402 31.34 wind 9 4320 < th dose independent rect. 24 21
419 31.36 wind 9 4320 > th dose independent rect. 13 6
440 31.37 wind 9 4320 < th dose independent rect. 11 6
453 31.37 humidity 80 14400 > th dose dependent rect. 22 9
483 31.38 wind 9 4320 > th dose dependent rect. 13 23
484 31.39 temperature 20 1440 > th dose independent rect. 5 2
496 31.39 wind 9 4320 < th dose independent rect. 11 23
518 31.41 wind 9 4320 < th dose independent no NA NA
557 31.43 humidity 90 14400 > th dose independent rect. 23 9
560 31.43 radiation 20 4320 < th dose independent rect. 17 12
568 31.43 humidity 80 4320 < th dose dependent rect. 21 3
572 31.44 humidity 90 14400 < th dose independent rect. 3 4
580 31.44 wind 9 4320 < th dose independent rect. 13 23
583 31.44 humidity 50 14400 > th dose dependent rect. 23 1
604 31.46 humidity 90 14400 < th dose independent rect. 5 2
609 31.46 wind 9 4320 < th dose independent rect. 15 23
616 31.47 humidity 90 14400 < th dose independent rect. 2 6
645 31.49 atmosphere 1005 14400 > th dose independent rect. 16 6
680 31.51 radiation 40 4320 < th dose independent rect. 15 17
761 31.54 atmosphere 1005 14400 < th dose independent rect. 16 5
789 31.55 atmosphere 1005 14400 > th dose independent rect. 13 5
846 31.57 humidity 90 14400 > th dose independent rect. 5 2
852 31.57 atmosphere 1005 14400 > th dose independent rect. 13 9
897 31.59 wind 9 4320 > th dose independent rect. 15 6