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Os12g0532500

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.49 (0.0176) R2 : 0.629
β1 : -1.83 (0.0777) R2dD : 0.744 R2D : 0.16
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.62 (0.0904) R2dE : 0.474 R2E : -0.112
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.013 (0.0422) R2dN8 : 0.000172 R2N8 : -0.0084
σ : 0.315
deviance : 45.89
__
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C
peak time of C : --
E
wheather : temperature
threshold : 23.66
memory length : 5953
response mode : < th
dose dependency : dose dependent
G
type of G : no
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
44.53 0.314 9.5 -1.88 0.161 -1.48 -0.0272 0.49 -0.0313 8.37 24.3 6072 -- --
44.51 0.311 9.49 -1.85 0.164 -1.65 -0.0554 -- -0.0252 8.37 23.6 6167 -- --
44.49 0.311 9.49 -1.87 0.159 -1.55 -- 0.322 -0.0247 8.24 23.9 6075 -- --
44.51 0.311 9.49 -1.85 0.165 -1.64 -- -- -0.019 8.28 23.6 6133 -- --
45.86 0.315 9.5 -1.86 -- -1.56 -- 0.238 -0.0204 -- 23.8 5952 -- --
77.03 0.411 9.4 -0.99 0.161 -- -0.0278 -- 0.378 7.86 -- -- -- --
77.03 0.411 9.4 -0.991 0.161 -- -- -- 0.378 7.77 -- -- -- --
45.89 0.315 9.49 -1.83 -- -1.62 -- -- -0.013 -- 23.66 5953 -- --
90.47 0.445 9.4 -- 0.169 -0.923 -- -- 0.374 4.69 23.6 6133 -- --
78.43 0.414 9.4 -0.989 -- -- -- -- 0.38 -- -- -- -- --
102.91 0.475 9.37 -- 0.155 -- -- -- 0.488 8.22 -- -- -- --
91.92 0.448 9.4 -- -- -0.869 -- -- 0.383 -- 23.66 5953 -- --
104.23 0.477 9.38 -- -- -- -- -- 0.49 -- -- -- -- --

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 44.21 radiation 1 43200 < th dose independent rect. 18 11
2 44.22 radiation 1 43200 > th dose independent rect. 18 11
3 44.32 humidity 60 43200 < th dose dependent rect. 6 6
6 44.37 humidity 60 43200 < th dose dependent rect. 20 17
27 44.48 humidity 60 43200 < th dose dependent sin 8 NA
30 44.50 humidity 60 43200 < th dose independent rect. 19 17
36 44.52 humidity 60 43200 < th dose independent rect. 7 3
45 44.61 humidity 60 43200 > th dose independent rect. 6 4
47 44.61 humidity 70 43200 < th dose dependent rect. 8 1
58 44.71 radiation 1 43200 < th dose independent rect. 18 1
61 44.71 radiation 1 43200 < th dose independent rect. 18 7
70 44.74 humidity 60 43200 < th dose independent rect. 2 9
75 44.77 radiation 1 43200 > th dose independent rect. 18 1
93 44.82 humidity 60 43200 > th dose independent rect. 21 14
105 44.87 temperature 25 4320 < th dose dependent rect. 21 3
135 44.95 temperature 25 4320 < th dose dependent rect. 20 7
153 45.03 temperature 25 4320 < th dose dependent rect. 19 13
162 45.05 humidity 60 43200 > th dose independent rect. 2 9
163 45.05 temperature 25 4320 < th dose dependent sin 11 NA
266 45.28 temperature 25 4320 < th dose dependent sin 14 NA
271 45.29 temperature 10 4320 > th dose dependent rect. 22 1
363 45.45 temperature 10 4320 > th dose dependent rect. 17 13
374 45.47 temperature 25 4320 > th dose independent rect. 11 1
375 45.47 temperature 25 4320 < th dose dependent rect. 5 2
389 45.49 temperature 25 4320 < th dose dependent rect. 2 1
402 45.50 temperature 10 4320 > th dose dependent rect. 21 6
403 45.50 temperature 10 4320 > th dose dependent rect. 20 8
417 45.52 temperature 10 4320 > th dose dependent rect. 21 11
421 45.53 temperature 25 4320 < th dose independent rect. 11 1
427 45.53 temperature 10 4320 > th dose dependent rect. 19 10
447 45.55 temperature 10 4320 > th dose dependent sin 12 NA
530 45.62 temperature 10 4320 > th dose dependent rect. 2 5
607 45.69 temperature 20 43200 < th dose independent rect. 7 1
620 45.70 temperature 20 43200 > th dose independent rect. 7 1
622 45.70 temperature 10 4320 > th dose dependent rect. 2 1
703 45.76 temperature 10 4320 > th dose dependent rect. 5 1
745 45.79 temperature 25 4320 < th dose dependent no NA NA
804 45.83 temperature 20 4320 > th dose dependent rect. 17 1
882 45.87 temperature 25 4320 < th dose dependent rect. 2 23
883 45.87 temperature 25 4320 < th dose dependent rect. 5 23