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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.

Os04g0640200

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 : 3 (0.0459) R2 : 0.00417
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.134 (0.0966) R2dN8 : 0.00538 R2N8 : 0.00417
σ : 0.864
deviance : 342.91
__
_____
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
322.72 0.844 3 -0.52 0.0162 1.58 1.61 -0.442 -0.126 7.8 49.56 340 -- --
322.75 0.837 3 -0.509 0.013 1.49 1.61 -- -0.127 7.79 49.38 340 -- --
329.87 0.846 3.01 -0.458 0.00342 1.38 -- -0.439 -0.134 19.7 49.73 318 -- --
329.81 0.846 3.01 -0.437 0.0291 1.3 -- -- -0.146 20.9 49.03 309 -- --
329.85 0.846 3.01 -0.457 -- 1.39 -- -0.461 -0.134 -- 49.64 312 -- --
334.11 0.857 3.02 -0.384 0.136 -- -1.16 -- -0.171 20.9 -- -- -- --
338.68 0.862 3.02 -0.344 0.14 -- -- -- -0.171 20.8 -- -- -- --
329.88 0.846 3 -0.447 -- 1.3 -- -- -0.135 -- 49.64 312 -- --
334.82 0.852 3 -- 0.0587 1.12 -- -- -0.0883 21.2 49.33 309 -- --
339.78 0.861 3.01 -0.344 -- -- -- -- -0.172 -- -- -- -- --
341.8 0.865 3.01 -- 0.141 -- -- -- -0.132 20.6 -- -- -- --
335.01 0.852 2.99 -- -- 1.14 -- -- -0.0911 -- 49.25 309 -- --
342.91 0.864 3 -- -- -- -- -- -0.134 -- -- -- -- --

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
1 309.74 wind 1 90 < th dose dependent rect. 12 1
2 309.88 humidity 90 10 > th dose independent rect. 13 1
10 309.88 humidity 90 10 > th dose dependent rect. 13 1
18 310.17 humidity 90 90 > th dose independent rect. 13 1
20 310.17 humidity 90 90 > th dose dependent rect. 13 1
42 312.06 wind 1 90 < th dose independent rect. 12 1
43 312.42 radiation 10 30 < th dose dependent rect. 13 2
58 314.82 radiation 10 10 < th dose dependent rect. 5 10
61 315.27 humidity 70 30 < th dose independent rect. 19 1
75 315.69 humidity 80 10 < th dose independent rect. 5 1
80 315.69 humidity 80 10 < th dose dependent rect. 5 1
94 316.08 humidity 70 30 < th dose dependent rect. 19 1
109 316.25 humidity 70 90 < th dose independent rect. 19 14
173 317.48 temperature 30 90 > th dose independent rect. 18 1
187 317.56 humidity 50 270 > th dose independent rect. 14 12
188 317.75 radiation 10 10 < th dose independent rect. 14 1
190 317.86 wind 1 10 > th dose dependent rect. 5 2
196 318.03 humidity 70 90 < th dose dependent rect. 19 14
216 318.38 temperature 30 90 > th dose dependent rect. 18 1
251 318.98 humidity 50 270 > th dose independent rect. 6 22
261 319.19 temperature 30 10 > th dose dependent rect. 17 18
283 320.48 wind 3 10 > th dose independent rect. 5 2
300 320.74 humidity 50 10 > th dose independent rect. 10 19
303 320.76 humidity 50 270 > th dose independent rect. 7 19
304 320.78 humidity 70 90 > th dose independent rect. 17 11
327 321.14 humidity 50 10 > th dose independent rect. 7 22
332 321.22 radiation 10 10 < th dose dependent rect. 5 2
337 321.32 humidity 70 10 > th dose independent rect. 16 13
338 321.35 temperature 30 90 > th dose dependent rect. 8 1
352 321.37 wind 3 10 > th dose dependent rect. 2 5
357 321.41 temperature 30 90 > th dose independent rect. 8 1
374 321.46 humidity 50 90 > th dose independent rect. 10 18
400 321.67 humidity 50 270 < th dose independent rect. 12 5
440 321.76 humidity 70 90 > th dose independent rect. 15 13
502 321.92 humidity 50 270 < th dose dependent rect. 12 5
539 322.09 temperature 20 10 < th dose dependent rect. 6 1
544 322.12 temperature 30 10 < th dose dependent rect. 5 2
631 322.51 radiation 10 10 < th dose independent rect. 5 10
640 322.58 humidity 50 30 > th dose independent rect. 11 15
643 322.67 humidity 50 270 < th dose independent sin 16 NA
655 322.82 humidity 50 270 > th dose independent sin 15 NA
656 322.82 humidity 50 270 > th dose independent sin 18 NA
665 322.87 humidity 50 270 < th dose dependent sin 16 NA
666 322.88 wind 3 10 < th dose independent rect. 13 1
668 322.89 humidity 50 270 > th dose independent rect. 3 23
673 322.90 humidity 50 270 > th dose independent rect. 20 23
698 322.98 temperature 25 90 < th dose dependent rect. 4 1
738 323.20 radiation 10 90 < th dose independent rect. 4 10
803 323.36 humidity 50 270 < th dose independent no NA NA
968 323.48 humidity 50 270 < th dose dependent no NA NA