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Os08g0554000

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

Description : WD-40 repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.61 (0.0127) R2 : 0.668
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.806 (0.0305) R2dC : 0.51 R2C : 0.477
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.379 (0.0266) R2dN8 : 0.191 R2N8 : 0.158
σ : 0.239
deviance : 26.07
__
_____
C
peak time of C : 1.37
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 = humidity, 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
22.17 0.221 9.6 0.139 0.805 0.292 -0.0493 0.2 0.424 1.39 70.11 1457 -- --
22.26 0.22 9.6 0.158 0.809 0.297 -0.0642 -- 0.43 1.4 70 1434 -- --
22.18 0.219 9.6 0.141 0.804 0.294 -- 0.199 0.425 1.39 70.15 1458 -- --
22.26 0.22 9.6 0.163 0.808 0.298 -- -- 0.435 1.39 70 1434 -- --
42.18 0.304 9.6 0.16 -- 0.499 -- 0.0987 0.369 -- 71 1674 -- --
25.73 0.238 9.6 0.101 0.804 -- -0.113 -- 0.39 1.37 -- -- -- --
25.78 0.238 9.6 0.105 0.804 -- -- -- 0.391 1.36 -- -- -- --
42.23 0.304 9.6 0.162 -- 0.5 -- -- 0.369 -- 71.5 1683 -- --
23.03 0.224 9.59 -- 0.806 0.303 -- -- 0.422 1.39 70 1471 -- --
65.56 0.378 9.59 0.136 -- -- -- -- 0.408 -- -- -- -- --
26.07 0.239 9.61 -- 0.806 -- -- -- 0.379 1.37 -- -- -- --
38.77 0.291 9.6 -- -- 0.519 -- -- 0.393 -- 73.25 1681 -- --
66.05 0.379 9.6 -- -- -- -- -- 0.393 -- -- -- -- --

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 20.94 temperature 30.0 270 < th dose independent rect. 10 10
5 21.23 temperature 20.0 14400 > th dose independent rect. 20 5
11 21.32 temperature 20.0 14400 < th dose independent rect. 20 5
13 21.34 temperature 30.0 270 < th dose independent rect. 1 20
30 21.44 temperature 20.0 14400 < th dose independent rect. 24 1
34 21.45 humidity 60.0 720 > th dose dependent rect. 11 2
35 21.46 temperature 20.0 14400 > th dose independent rect. 24 1
42 21.48 humidity 80.0 1440 < th dose dependent rect. 11 2
44 21.49 humidity 60.0 720 > th dose independent rect. 9 12
49 21.50 temperature 30.0 270 < th dose independent rect. 9 21
52 21.51 humidity 60.0 720 > th dose independent rect. 10 4
59 21.52 radiation 10.0 720 < th dose dependent sin 12 NA
76 21.57 temperature 30.0 270 < th dose independent rect. 2 17
84 21.58 temperature 25.0 14400 < th dose dependent rect. 17 5
85 21.58 humidity 50.0 720 > th dose dependent rect. 9 5
91 21.59 radiation 10.0 720 < th dose dependent rect. 16 16
99 21.61 temperature 15.0 14400 > th dose dependent rect. 17 1
100 21.61 temperature 30.0 14400 < th dose dependent rect. 17 1
106 21.62 temperature 30.0 720 < th dose independent sin 5 NA
107 21.62 humidity 60.0 720 > th dose independent rect. 11 2
113 21.62 temperature 15.0 14400 > th dose dependent rect. 17 3
120 21.63 temperature 10.0 14400 > th dose dependent rect. 19 1
124 21.63 temperature 25.0 14400 < th dose dependent rect. 21 1
158 21.65 radiation 1.0 720 > th dose dependent rect. 17 14
160 21.66 temperature 20.0 14400 > th dose independent sin 14 NA
162 21.66 temperature 30.0 720 < th dose independent rect. 9 4
208 21.69 temperature 25.0 1440 > th dose dependent rect. 9 1
217 21.69 precipitation 0.1 43200 > th dose dependent rect. 16 5
221 21.70 radiation 10.0 720 < th dose independent sin 13 NA
228 21.70 precipitation 0.1 43200 > th dose dependent rect. 16 3
248 21.71 temperature 25.0 720 > th dose dependent rect. 20 15
255 21.72 temperature 15.0 14400 > th dose dependent rect. 21 1
281 21.73 humidity 50.0 720 > th dose dependent rect. 9 12
282 21.73 radiation 10.0 720 < th dose dependent rect. 24 21
287 21.74 humidity 60.0 720 > th dose independent rect. 1 20
304 21.75 precipitation 0.1 43200 < th dose independent rect. 16 2
314 21.75 precipitation 0.1 43200 < th dose dependent rect. 16 2
322 21.75 humidity 50.0 270 > th dose dependent rect. 10 10
346 21.76 radiation 1.0 720 > th dose dependent rect. 16 17
347 21.77 humidity 60.0 4320 > th dose independent rect. 11 2
348 21.77 precipitation 0.1 43200 > th dose independent rect. 16 2
357 21.77 temperature 25.0 720 > th dose dependent sin 8 NA
371 21.77 temperature 25.0 720 > th dose dependent rect. 24 10
375 21.78 temperature 20.0 14400 < th dose independent sin 14 NA
399 21.78 radiation 40.0 720 < th dose dependent rect. 17 18
412 21.79 temperature 25.0 14400 < th dose dependent sin 18 NA
491 21.82 temperature 30.0 720 < th dose independent rect. 1 14
495 21.82 temperature 30.0 720 < th dose independent rect. 18 18
527 21.83 humidity 60.0 720 > th dose independent rect. 9 20
565 21.84 radiation 40.0 720 < th dose independent rect. 9 4
612 21.85 temperature 10.0 14400 > th dose dependent sin 19 NA
810 21.89 humidity 60.0 4320 < th dose independent rect. 11 2
820 21.89 radiation 1.0 720 > th dose dependent sin 12 NA
859 21.90 humidity 90.0 14400 < th dose independent rect. 17 1
866 21.90 temperature 30.0 720 < th dose independent rect. 2 10
916 21.90 radiation 10.0 720 < th dose dependent rect. 1 18
946 21.91 temperature 10.0 14400 > th dose dependent rect. 9 1