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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os12g0578200

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

Description : Similar to Chorismate mutase, chloroplast precursor (EC 5.4.99.5) (CM-1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.79 (0.0183) R2 : 0.00455
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0556 (0.0385) R2dN8 : 0.00588 R2N8 : 0.00455
σ : 0.344
deviance : 54.4
__
_____
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 = wind, 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
51.11 0.336 2.8 0.00469 0.144 -1.13 -0.253 -3.86 0.0515 7.56 9.365 89 -- --
53 0.339 2.78 -0.00352 0.134 -0.244 -0.221 -- 0.0594 7.81 9.399 74 -- --
51.29 0.334 2.8 -0.00216 0.144 -1.1 -- -3.79 0.0514 7.55 9.366 89 -- --
53.07 0.339 2.78 -0.00524 0.145 -0.21 -- -- 0.0592 7.57 9.373 74 -- --
52.33 0.337 2.8 -0.00423 -- -0.965 -- -3.21 0.0543 -- 9.374 79 -- --
53.19 0.342 2.79 -0.0189 0.144 -- -0.179 -- 0.0508 7.63 -- -- -- --
53.27 0.342 2.79 -0.023 0.143 -- -- -- 0.0512 7.84 -- -- -- --
54.21 0.343 2.79 -0.00598 -- -0.196 -- -- 0.0594 -- 9.373 74 -- --
53.07 0.339 2.78 -- 0.145 -0.212 -- -- 0.0586 7.57 9.372 74 -- --
54.39 0.345 2.79 -0.0214 -- -- -- -- 0.0532 -- -- -- -- --
53.29 0.341 2.79 -- 0.143 -- -- -- 0.0538 7.85 -- -- -- --
54.21 0.343 2.79 -- -- -0.198 -- -- 0.0601 -- 9.348 74 -- --
54.4 0.344 2.79 -- -- -- -- -- 0.0556 -- -- -- -- --

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 44.80 temperature 20.0 30 < th dose independent rect. 7 1
4 44.80 temperature 20.0 30 < th dose dependent rect. 7 1
13 45.64 radiation 1.0 30 < th dose dependent rect. 7 1
34 47.52 humidity 90.0 30 > th dose dependent rect. 7 1
35 47.52 humidity 90.0 30 > th dose dependent rect. 7 3
50 47.89 radiation 1.0 90 < th dose independent rect. 6 1
76 48.58 humidity 90.0 10 > th dose dependent rect. 7 7
136 49.30 humidity 90.0 10 > th dose independent rect. 7 1
139 49.30 atmosphere 1005.0 10 < th dose independent rect. 7 1
221 49.99 wind 1.0 10 < th dose independent rect. 6 1
249 50.30 humidity 90.0 1440 > th dose dependent rect. 16 1
272 50.52 wind 5.0 720 > th dose independent rect. 4 1
273 50.52 wind 5.0 720 > th dose dependent rect. 4 1
282 50.56 atmosphere 1010.0 10 < th dose dependent rect. 8 1
283 50.57 atmosphere 1010.0 90 < th dose dependent rect. 7 1
293 50.61 precipitation 0.1 1440 < th dose independent rect. 15 1
294 50.61 precipitation 0.1 1440 < th dose dependent rect. 15 1
296 50.63 humidity 90.0 10 > th dose independent rect. 7 7
300 50.64 wind 9.0 90 > th dose independent rect. 10 1
318 50.67 precipitation 0.1 1440 > th dose independent rect. 15 1
324 50.67 wind 9.0 90 > th dose dependent rect. 10 1
325 50.67 precipitation 0.1 1440 > th dose dependent rect. 15 1
344 50.72 wind 5.0 10 > th dose dependent rect. 11 1
354 50.74 radiation 20.0 30 < th dose independent rect. 7 1
420 50.91 wind 9.0 10 > th dose independent rect. 11 1
440 50.95 humidity 90.0 1440 > th dose independent rect. 16 1
462 50.99 humidity 90.0 10 > th dose independent rect. 7 15
518 51.08 wind 9.0 90 > th dose independent sin 8 NA
621 51.13 wind 9.0 90 < th dose independent sin 5 NA
672 51.14 temperature 30.0 30 < th dose independent rect. 8 23
712 51.16 humidity 90.0 1440 > th dose dependent rect. 9 8
852 51.23 wind 7.0 90 > th dose dependent sin 5 NA
895 51.25 wind 5.0 10 < th dose independent rect. 7 1