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Os12g0256300

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

Description : Similar to Schizosaccharomyces pombe (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.5 (0.0152) R2 : 0.307
β1 : 0.763 (0.0557) R2dD : 0.296 R2D : 0.225
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.206 (0.0325) R2dN8 : 0.0817 R2N8 : 0.0112
σ : 0.286
deviance : 37.37
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_____
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 = 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
28.35 0.25 10.5 0.823 0.217 -0.64 0.599 0.105 0.241 20.1 78.86 1355 -- --
28.36 0.248 10.5 0.815 0.217 -0.634 0.598 -- 0.239 20.1 78.92 1355 -- --
29.42 0.253 10.5 0.806 0.219 -0.646 -- 0.0849 0.241 20.2 79 1355 -- --
29.42 0.253 10.5 0.798 0.217 -0.636 -- -- 0.239 20.3 79 1353 -- --
31.92 0.263 10.5 0.807 -- -0.662 -- 0.08 0.242 -- 79 1382 -- --
33.3 0.271 10.5 0.782 0.233 -- 0.648 -- 0.208 19.4 -- -- -- --
34.45 0.275 10.5 0.766 0.233 -- -- -- 0.209 19.5 -- -- -- --
31.92 0.263 10.5 0.802 -- -0.639 -- -- 0.241 -- 77.99 1370 -- --
46.1 0.316 10.5 -- 0.211 -0.559 -- -- 0.147 20.3 78.33 1377 -- --
37.37 0.286 10.5 0.763 -- -- -- -- 0.206 -- -- -- -- --
49.93 0.331 10.5 -- 0.227 -- -- -- 0.124 19.8 -- -- -- --
47.71 0.322 10.5 -- -- -0.594 -- -- 0.167 -- 84 1430 -- --
52.72 0.339 10.5 -- -- -- -- -- 0.121 -- -- -- -- --

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 27.34 humidity 80 1440 > th dose independent rect. 11 3
2 27.43 humidity 80 1440 < th dose independent rect. 11 3
5 27.61 humidity 70 1440 > th dose dependent rect. 11 3
18 27.92 humidity 80 1440 < th dose independent rect. 23 17
25 27.97 humidity 80 1440 > th dose independent rect. 24 16
71 28.19 humidity 80 1440 < th dose independent sin 1 NA
82 28.23 humidity 80 1440 > th dose independent sin 1 NA
122 28.38 radiation 10 1440 > th dose independent rect. 11 1
126 28.39 humidity 80 720 > th dose independent rect. 9 20
136 28.42 humidity 80 720 > th dose independent rect. 9 18
158 28.47 humidity 80 1440 < th dose independent rect. 19 21
270 28.68 humidity 80 1440 > th dose independent rect. 9 12
279 28.69 humidity 80 720 < th dose independent rect. 10 17
336 28.79 humidity 80 1440 < th dose independent rect. 7 21
355 28.81 humidity 80 1440 < th dose independent rect. 9 23
356 28.82 humidity 80 1440 < th dose independent no NA NA
375 28.83 humidity 80 1440 < th dose independent rect. 3 23
428 28.88 humidity 80 1440 > th dose independent no NA NA
448 28.89 humidity 80 1440 > th dose independent rect. 3 23
477 28.91 humidity 70 720 > th dose dependent rect. 9 18
488 28.93 humidity 80 720 > th dose independent sin 17 NA
514 28.94 humidity 70 720 > th dose dependent rect. 9 20
528 28.95 humidity 80 1440 < th dose independent rect. 11 23
551 28.97 humidity 80 1440 < th dose independent rect. 13 23
589 29.02 humidity 70 1440 > th dose dependent sin 23 NA
602 29.03 humidity 80 1440 > th dose independent rect. 13 23
627 29.06 humidity 60 720 > th dose dependent rect. 13 16
696 29.13 humidity 70 1440 > th dose dependent rect. 5 11
772 29.20 humidity 80 720 < th dose independent sin 18 NA
780 29.20 humidity 70 1440 > th dose dependent rect. 3 16
849 29.24 humidity 60 720 > th dose dependent sin 15 NA
890 29.28 radiation 10 1440 > th dose independent rect. 11 5