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Os12g0141600

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

Description : Peptidase, trypsin-like serine and cysteine domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.34 (0.0191) R2 : 0.118
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.313 (0.0401) R2dN8 : 0.152 R2N8 : 0.118
σ : 0.359
deviance : 59.1
__
_____
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 = precipitation, 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
30.89 0.261 9.3 0.455 0.411 0.161 -0.866 1.45 0.395 1.61 0.3089 3965 -- --
31.21 0.26 9.32 0.41 0.407 0.491 -0.847 -- 0.402 1.61 0.5001 3775 -- --
33.84 0.271 9.29 0.507 0.411 0.0759 -- 1.62 0.393 1.75 0.376 3969 -- --
33.24 0.269 9.33 0.415 0.398 0.428 -- -- 0.393 1.61 0.563 17179 -- --
43.86 0.308 9.28 0.561 -- -0.0179 -- 2.07 0.404 -- 0.4156 3682 -- --
36.12 0.282 9.33 0.559 0.422 -- -0.801 -- 0.366 1.62 -- -- -- --
38.66 0.291 9.33 0.585 0.423 -- -- -- 0.371 1.77 -- -- -- --
44.18 0.31 9.32 0.387 -- 0.477 -- -- 0.416 -- 0.5 16636 -- --
35.37 0.277 9.33 -- 0.434 0.63 -- -- 0.393 1.84 0.9276 21589 -- --
49.53 0.329 9.33 0.602 -- -- -- -- 0.38 -- -- -- -- --
47.69 0.323 9.35 -- 0.434 -- -- -- 0.306 1.81 -- -- -- --
46.84 0.319 9.32 -- -- 0.625 -- -- 0.413 -- 0.9208 21544 -- --
59.1 0.359 9.34 -- -- -- -- -- 0.313 -- -- -- -- --

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 29.72 precipitation 0.1 1440 > th dose independent rect. 24 18
2 29.75 precipitation 0.1 1440 < th dose independent rect. 24 18
3 29.75 precipitation 0.1 1440 < th dose dependent rect. 24 18
10 29.83 precipitation 0.1 1440 > th dose dependent rect. 24 18
11 29.87 precipitation 0.1 1440 < th dose independent rect. 3 15
12 29.87 precipitation 0.1 1440 < th dose dependent rect. 3 15
14 29.89 precipitation 0.1 1440 > th dose independent rect. 3 15
19 29.93 precipitation 0.1 1440 > th dose dependent rect. 3 15
40 30.09 precipitation 0.1 14400 > th dose dependent sin 1 NA
41 30.10 precipitation 0.1 1440 > th dose independent sin 3 NA
42 30.10 precipitation 0.1 14400 > th dose independent rect. 6 13
44 30.10 precipitation 0.1 14400 > th dose dependent rect. 3 16
47 30.11 precipitation 0.1 14400 < th dose independent rect. 7 12
52 30.11 precipitation 0.1 14400 < th dose dependent rect. 7 12
79 30.17 precipitation 0.1 1440 < th dose independent sin 3 NA
86 30.17 precipitation 0.1 1440 < th dose dependent sin 3 NA
89 30.17 precipitation 0.1 14400 > th dose dependent rect. 6 14
92 30.18 precipitation 0.1 14400 > th dose independent sin 23 NA
93 30.18 precipitation 0.1 14400 < th dose independent sin 23 NA
96 30.18 precipitation 0.1 1440 > th dose dependent sin 3 NA
97 30.18 precipitation 0.1 14400 < th dose dependent sin 23 NA
105 30.19 precipitation 0.1 14400 > th dose dependent rect. 3 18
124 30.22 precipitation 0.1 14400 < th dose independent rect. 17 3
130 30.22 precipitation 0.1 14400 < th dose dependent rect. 17 3
142 30.23 precipitation 0.1 14400 > th dose independent rect. 17 3
160 30.24 precipitation 0.1 14400 > th dose dependent rect. 17 3
175 30.25 precipitation 0.1 14400 > th dose dependent rect. 24 21
176 30.26 precipitation 0.1 14400 < th dose independent rect. 14 6
182 30.26 precipitation 0.1 14400 < th dose dependent rect. 14 6
202 30.28 precipitation 0.1 14400 > th dose independent rect. 15 5
207 30.28 precipitation 0.1 14400 > th dose dependent rect. 15 5
209 30.28 precipitation 0.1 14400 > th dose dependent rect. 13 7
215 30.29 precipitation 0.1 1440 > th dose independent rect. 5 3
238 30.31 precipitation 0.1 1440 < th dose independent rect. 5 3
248 30.31 precipitation 0.1 1440 < th dose dependent rect. 5 3
270 30.32 precipitation 0.1 14400 > th dose dependent rect. 3 23
360 30.38 precipitation 0.1 14400 > th dose dependent rect. 5 23
361 30.39 precipitation 0.1 1440 > th dose dependent rect. 5 3
364 30.39 precipitation 0.1 14400 > th dose dependent rect. 5 21
392 30.42 precipitation 0.1 14400 > th dose dependent no NA NA
395 30.42 precipitation 0.1 14400 > th dose dependent rect. 12 22
410 30.43 wind 1.0 43200 < th dose dependent rect. 1 1
423 30.43 precipitation 0.1 14400 > th dose dependent rect. 9 23
444 30.44 precipitation 0.1 14400 > th dose dependent rect. 19 23
493 30.48 precipitation 0.1 1440 > th dose dependent rect. 4 9
546 30.52 wind 1.0 43200 < th dose independent rect. 1 1
573 30.53 precipitation 0.1 14400 > th dose dependent rect. 12 16
597 30.55 wind 3.0 14400 < th dose independent rect. 3 1
598 30.55 precipitation 0.1 1440 > th dose independent rect. 4 9
635 30.57 humidity 80.0 43200 < th dose dependent rect. 4 1
742 30.62 wind 3.0 14400 > th dose independent rect. 3 1
748 30.62 humidity 90.0 14400 > th dose dependent rect. 21 1
784 30.64 precipitation 0.1 14400 > th dose dependent rect. 14 3
847 30.68 precipitation 0.1 1440 > th dose dependent rect. 3 13
873 30.71 wind 3.0 43200 > th dose independent rect. 6 1
892 30.72 humidity 80.0 1440 < th dose independent rect. 11 1
902 30.72 humidity 90.0 1440 > th dose dependent rect. 7 8
922 30.74 precipitation 0.1 1440 < th dose independent rect. 4 8
931 30.74 precipitation 0.1 1440 < th dose dependent rect. 4 8
956 30.76 wind 3.0 43200 < th dose independent rect. 6 1
980 30.77 wind 1.0 43200 > th dose independent rect. 1 1