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Os01g0800300

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 : 9.5 (0.0184) R2 : 0.335
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.562 (0.0479) R2dC : 0.202 R2C : 0.153
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.379 (0.0387) R2dN8 : 0.182 R2N8 : 0.133
σ : 0.346
deviance : 54.85
__
_____
C
peak time of C : 6.89
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 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
44.94 0.315 9.38 0.612 0.559 -0.178 0.211 3.03 -0.154 6.84 19.38 3766 -- --
51.87 0.335 9.49 -0.159 0.56 -0.23 0.249 -- -0.351 6.73 12.5 8055 -- --
45.03 0.313 9.39 0.586 0.562 -0.164 -- 2.94 -0.163 6.83 18.83 3826 -- --
51.82 0.335 9.49 -0.111 0.563 -0.279 -- -- -0.324 6.82 10.4 9066 -- --
61.44 0.365 9.4 0.623 -- -0.219 -- 2.97 -0.139 -- 19.15 3663 -- --
52.97 0.341 9.51 -0.266 0.565 -- 0.143 -- -0.408 6.85 -- -- -- --
53.02 0.341 9.51 -0.263 0.565 -- -- -- -0.409 6.86 -- -- -- --
67.34 0.384 9.51 -0.175 -- -0.411 -- -- -0.343 -- 7.285 47520 -- --
52.07 0.336 9.48 -- 0.573 -0.321 -- -- -0.304 6.75 10.55 9787 -- --
69.75 0.39 9.52 -0.251 -- -- -- -- -0.398 -- -- -- -- --
54.85 0.346 9.5 -- 0.562 -- -- -- -0.379 6.89 -- -- -- --
68.08 0.386 9.5 -- -- -0.469 -- -- -0.317 -- 7.299 47520 -- --
71.42 0.394 9.51 -- -- -- -- -- -0.37 -- -- -- -- --

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 44.11 humidity 90 14400 > th dose dependent rect. 5 1
2 44.57 humidity 90 14400 > th dose dependent rect. 4 3
3 44.80 temperature 20 4320 > th dose independent rect. 19 7
4 44.81 temperature 20 4320 > th dose independent rect. 20 5
5 44.81 humidity 90 14400 > th dose dependent rect. 2 8
9 44.85 humidity 90 14400 > th dose dependent rect. 3 6
10 44.87 temperature 20 4320 < th dose independent rect. 20 5
15 44.91 temperature 20 4320 < th dose independent rect. 19 7
22 44.96 temperature 20 4320 > th dose dependent rect. 18 1
33 44.98 humidity 90 14400 > th dose dependent rect. 24 16
42 45.02 temperature 20 4320 > th dose dependent rect. 17 4
72 45.10 humidity 90 14400 > th dose dependent sin 5 NA
76 45.11 temperature 25 10 < th dose dependent rect. 17 7
78 45.12 temperature 15 4320 > th dose dependent rect. 20 1
79 45.12 temperature 15 4320 > th dose dependent rect. 20 3
85 45.15 temperature 15 4320 > th dose dependent rect. 22 1
109 45.19 temperature 25 4320 > th dose dependent rect. 13 18
110 45.20 temperature 20 4320 < th dose independent rect. 22 1
121 45.21 temperature 20 4320 > th dose dependent rect. 13 10
126 45.22 temperature 25 4320 > th dose dependent rect. 13 12
143 45.24 temperature 30 4320 < th dose dependent rect. 20 1
175 45.27 temperature 25 4320 > th dose dependent sin 14 NA
178 45.27 temperature 30 4320 < th dose dependent rect. 20 3
192 45.28 temperature 30 4320 < th dose dependent rect. 20 5
226 45.31 temperature 20 4320 > th dose dependent sin 18 NA
229 45.31 temperature 30 4320 < th dose dependent rect. 22 1
248 45.33 atmosphere 995 43200 > th dose independent rect. 18 20
275 45.34 atmosphere 995 43200 < th dose independent rect. 21 18
323 45.36 humidity 90 14400 > th dose dependent rect. 13 17
434 45.43 temperature 20 4320 > th dose independent sin 13 NA
437 45.43 temperature 15 4320 > th dose dependent sin 12 NA
465 45.44 atmosphere 995 43200 > th dose independent sin 6 NA
466 45.44 atmosphere 995 43200 < th dose independent sin 6 NA
470 45.44 temperature 20 4320 > th dose dependent rect. 13 1
527 45.46 temperature 30 4320 < th dose dependent rect. 18 15
538 45.47 atmosphere 1010 720 < th dose independent rect. 16 9
581 45.48 temperature 30 4320 < th dose dependent sin 11 NA
619 45.48 atmosphere 995 43200 < th dose dependent rect. 11 21
621 45.49 temperature 20 4320 < th dose independent sin 12 NA
673 45.50 atmosphere 995 43200 < th dose dependent rect. 11 18
721 45.52 humidity 90 14400 > th dose independent rect. 2 7
756 45.52 atmosphere 995 43200 < th dose dependent rect. 15 19
844 45.55 wind 1 14400 > th dose independent rect. 2 1
894 45.56 atmosphere 995 43200 > th dose independent rect. 21 17
898 45.56 humidity 60 43200 > th dose dependent rect. 19 3
939 45.57 humidity 90 14400 > th dose independent rect. 23 11
941 45.57 atmosphere 995 43200 > th dose independent rect. 22 15
946 45.57 temperature 20 4320 > th dose dependent rect. 11 3