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Os09g0372100

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 : 10.9 (0.016) R2 : 0.488
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.835 (0.0401) R2dC : 0.488 R2C : 0.487
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0143 (0.0337) R2dN8 : 0.000261 R2N8 : -0.000372
σ : 0.302
deviance : 41.62
__
_____
C
peak time of C : 15.2
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
29.98 0.257 10.9 -0.415 0.858 0.586 -0.513 0.0155 -0.128 15 20.8 3269 -- --
29.7 0.254 10.9 -0.378 0.893 0.566 -0.438 -- -0.124 14.9 21.69 2376 -- --
30.37 0.257 10.9 -0.472 0.89 0.595 -- -0.257 -0.144 14.9 22.54 2391 -- --
30.4 0.257 10.9 -0.394 0.894 0.567 -- -- -0.117 14.9 22.7 2405 -- --
48.68 0.325 10.9 -0.663 -- 1.13 -- -1.85 -0.211 -- 22.67 140 -- --
39.74 0.296 10.9 -0.182 0.833 -- -0.525 -- -0.00416 15.2 -- -- -- --
40.63 0.299 10.9 -0.193 0.831 -- -- -- -0.0072 15.2 -- -- -- --
49.42 0.327 10.9 -0.481 -- 1.18 -- -- -0.214 -- 18.7 132 -- --
34.03 0.272 10.9 -- 0.887 0.465 -- -- -0.0556 14.9 23 2406 -- --
79.86 0.418 10.9 -0.228 -- -- -- -- -0.029 -- -- -- -- --
41.62 0.302 10.9 -- 0.835 -- -- -- 0.0143 15.2 -- -- -- --
54.93 0.345 10.9 -- -- 1.02 -- -- -0.142 -- 20.28 132 -- --
81.24 0.421 10.9 -- -- -- -- -- -0.00365 -- -- -- -- --

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 28.37 temperature 10 720 > th dose dependent rect. 12 11
27 29.03 temperature 20 720 > th dose dependent rect. 12 19
54 29.35 temperature 30 720 < th dose dependent rect. 17 2
55 29.36 temperature 20 720 > th dose dependent sin 18 NA
61 29.42 temperature 30 720 < th dose dependent rect. 16 4
84 29.62 temperature 10 720 > th dose dependent rect. 12 20
107 29.74 wind 9 43200 < th dose independent rect. 18 12
121 29.83 wind 9 43200 > th dose dependent rect. 19 11
123 29.84 wind 9 43200 > th dose independent rect. 18 12
146 29.91 radiation 20 1440 > th dose dependent rect. 16 15
150 29.93 wind 9 43200 > th dose independent rect. 19 3
153 29.95 wind 9 43200 > th dose dependent rect. 19 4
158 29.97 temperature 20 720 > th dose dependent rect. 6 18
169 30.03 humidity 90 43200 > th dose independent rect. 10 1
171 30.03 radiation 20 1440 > th dose dependent rect. 16 1
199 30.06 temperature 30 720 < th dose independent rect. 16 4
210 30.10 temperature 20 4320 > th dose dependent rect. 13 13
270 30.17 temperature 25 1440 > th dose dependent rect. 11 5
293 30.18 temperature 25 1440 > th dose dependent rect. 23 18
296 30.19 temperature 20 4320 > th dose dependent sin 16 NA
347 30.22 wind 9 43200 > th dose independent rect. 19 6
371 30.23 temperature 20 4320 > th dose dependent rect. 14 4
372 30.23 temperature 20 4320 > th dose dependent rect. 13 6
392 30.23 temperature 10 720 > th dose dependent rect. 4 20
395 30.24 wind 5 43200 > th dose independent rect. 20 1
542 30.29 temperature 25 1440 > th dose dependent sin 23 NA
583 30.30 temperature 20 4320 > th dose dependent rect. 21 4
592 30.30 temperature 10 720 > th dose dependent rect. 6 18
672 30.33 temperature 20 4320 > th dose dependent no NA NA
758 30.35 temperature 25 4320 > th dose independent rect. 7 1
796 30.35 temperature 20 4320 > th dose dependent rect. 1 23
807 30.36 wind 5 43200 < th dose independent rect. 20 1
813 30.36 temperature 20 4320 > th dose dependent rect. 24 1
814 30.36 temperature 10 1440 > th dose dependent rect. 12 2
957 30.38 temperature 25 4320 < th dose independent rect. 7 1