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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.

Os10g0518200

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

Description : Similar to Cytochome b5 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.5 (0.0399) R2 : 0.107
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.79 (0.461) R2dE : 0.0719 R2E : 0.0522
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.393 (0.0842) R2dN8 : 0.0552 R2N8 : 0.0355
σ : 0.75
deviance : 259.4
__
_____
C
peak time of C : --
E
wheather : wind
threshold : 9.3
memory length : 11
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 = wind, 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
243 0.732 9.46 -0.0871 0.5 -6.31 0.0262 -14.1 -0.391 8.58 9.355 11 -- --
246.58 0.731 9.47 0.0246 0.516 -3.05 -0.142 -- -0.383 9 9.39 11 -- --
242.65 0.726 9.45 -0.127 0.477 -6.61 -- -15.4 -0.397 8.51 9.423 10 -- --
245.67 0.73 9.49 -0.0098 0.5 -2.73 -- -- -0.385 8.59 9.276 11 -- --
256.24 0.746 9.46 -0.0611 -- -6.85 -- -16.2 -0.375 -- 9.456 11 -- --
265.2 0.763 9.48 0.104 0.518 -- -0.195 -- -0.355 7.95 -- -- -- --
265.3 0.763 9.48 0.0996 0.517 -- -- -- -0.354 8.03 -- -- -- --
259.39 0.75 9.5 -0.0179 -- -2.8 -- -- -0.395 -- 9.3 11 -- --
245.66 0.73 9.49 -- 0.493 -2.74 -- -- -0.396 8.61 9.287 11 -- --
279.91 0.782 9.49 0.105 -- -- -- -- -0.348 -- -- -- -- --
265.56 0.762 9.48 -- 0.517 -- -- -- -0.365 8.02 -- -- -- --
259.4 0.75 9.5 -- -- -2.79 -- -- -0.393 -- 9.3 11 -- --
280.2 0.781 9.5 -- -- -- -- -- -0.359 -- -- -- -- --

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
1 229.39 humidity 80 14400 < th dose independent rect. 9 2
4 230.25 humidity 80 14400 > th dose independent rect. 9 2
5 230.25 humidity 90 14400 > th dose dependent rect. 7 3
6 230.55 wind 9 14400 > th dose dependent rect. 10 1
7 230.56 humidity 90 14400 > th dose dependent rect. 9 1
10 230.86 humidity 80 14400 < th dose independent rect. 8 6
14 231.06 wind 9 14400 < th dose independent rect. 10 1
25 231.56 humidity 70 14400 > th dose dependent rect. 8 7
29 231.62 humidity 70 14400 > th dose dependent rect. 9 3
31 231.65 humidity 70 14400 > th dose dependent rect. 10 1
33 231.69 humidity 80 14400 > th dose independent rect. 7 10
62 232.09 humidity 90 14400 > th dose dependent rect. 7 10
65 232.10 humidity 90 14400 > th dose dependent rect. 7 7
69 232.12 humidity 50 14400 > th dose dependent rect. 14 1
70 232.12 humidity 60 14400 > th dose dependent rect. 11 6
82 232.27 wind 9 14400 > th dose independent rect. 10 1
84 232.28 humidity 90 14400 < th dose dependent rect. 14 1
149 232.73 wind 3 43200 < th dose dependent rect. 5 4
181 232.92 wind 3 43200 < th dose dependent rect. 6 2
199 233.05 wind 3 14400 < th dose dependent rect. 2 2
205 233.08 humidity 80 14400 < th dose independent sin 0 NA
217 233.13 humidity 80 14400 > th dose independent sin 1 NA
265 233.38 humidity 70 14400 > th dose dependent sin 0 NA
284 233.48 humidity 80 14400 > th dose dependent rect. 16 1
351 233.76 wind 3 43200 < th dose dependent rect. 22 11
388 233.89 humidity 80 14400 > th dose independent rect. 14 3
399 233.92 humidity 80 14400 > th dose independent rect. 16 1
402 233.93 humidity 80 14400 > th dose independent rect. 13 5
417 233.98 wind 3 43200 < th dose independent rect. 6 2
573 234.48 wind 3 14400 < th dose dependent rect. 23 6
600 234.56 humidity 80 14400 < th dose independent rect. 16 1
737 234.87 wind 3 43200 > th dose independent rect. 6 2
754 234.92 humidity 80 14400 < th dose independent rect. 13 4
798 235.01 wind 1 14400 > th dose dependent rect. 8 1
858 235.15 wind 3 43200 < th dose dependent sin 7 NA
877 235.19 humidity 90 14400 > th dose independent rect. 13 8
897 235.25 humidity 80 43200 > th dose independent rect. 4 3
972 235.38 humidity 90 14400 < th dose dependent sin 23 NA
982 235.41 humidity 90 14400 > th dose independent rect. 7 1