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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.

Os07g0521300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.28 (0.033) R2 : 0.61
β1 : 3.73 (0.143) R2dD : 0.948 R2D : -0.0675
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.61 (0.132) R2dE : 0.642 R2E : -0.562
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.3 (0.0824) R2dN8 : 0.44 R2N8 : -0.28
σ : 0.583
deviance : 156.69
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 16.86
memory length : 11505
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
154.26 0.584 5.27 3.86 0.0365 -2.1 1.31 2.98 1.07 17.1 21.79 5809 -- --
152.59 0.575 5.28 3.76 0.0145 -2.61 -1.09 -- 1.32 4.14 17.06 11507 -- --
158.05 0.586 5.28 3.8 0.108 -2.11 -- 2.87 1.04 22 21.85 5653 -- --
156.25 0.582 5.29 3.7 0.104 -2.6 -- -- 1.28 22.3 16.82 11305 -- --
158.56 0.586 5.27 3.89 -- -2.12 -- 3.16 1.06 -- 22.1 5698 -- --
284.99 0.791 5.5 2.04 0.0974 -- 1.41 -- 0.337 16.7 -- -- -- --
290.18 0.798 5.5 2.04 0.113 -- -- -- 0.344 17.8 -- -- -- --
156.69 0.583 5.28 3.73 -- -2.61 -- -- 1.3 -- 16.86 11505 -- --
354.37 0.877 5.52 -- 0.37 -1.24 -- -- 0.302 21.7 22.3 997 -- --
290.85 0.797 5.5 2.04 -- -- -- -- 0.341 -- -- -- -- --
400.07 0.936 5.55 -- 0.0849 -- -- -- 0.117 18.9 -- -- -- --
346.74 0.867 5.51 -- -- -0.992 -- -- 0.309 -- 27.31 7171 -- --
400.45 0.934 5.55 -- -- -- -- -- 0.115 -- -- -- -- --

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
1 147.52 humidity 90 43200 < th dose independent rect. 18 1
2 148.10 humidity 90 43200 < th dose independent rect. 17 3
3 148.11 humidity 90 43200 > th dose dependent rect. 21 2
4 148.15 humidity 90 43200 > th dose independent rect. 17 6
7 148.25 humidity 90 43200 > th dose independent rect. 21 2
9 148.47 humidity 90 43200 < th dose independent rect. 17 5
28 149.32 humidity 90 43200 > th dose dependent rect. 17 7
44 149.95 atmosphere 1005 43200 > th dose independent rect. 18 1
53 150.54 atmosphere 1005 43200 > th dose independent rect. 16 1
65 150.90 atmosphere 1005 43200 < th dose independent rect. 18 1
73 151.21 atmosphere 1005 43200 > th dose independent rect. 16 3
99 151.95 temperature 20 14400 > th dose dependent rect. 14 12
100 151.95 temperature 20 14400 > th dose dependent rect. 13 14
124 152.10 temperature 20 14400 > th dose dependent sin 15 NA
149 152.28 temperature 20 43200 > th dose independent rect. 20 1
171 152.38 temperature 25 14400 > th dose dependent rect. 15 1
172 152.39 humidity 90 43200 < th dose independent rect. 9 2
178 152.46 humidity 90 43200 > th dose independent rect. 9 1
179 152.46 temperature 20 43200 < th dose independent rect. 20 2
195 152.54 humidity 80 43200 > th dose dependent rect. 17 1
226 152.72 humidity 80 43200 > th dose dependent rect. 10 1
242 152.78 humidity 90 43200 > th dose independent sin 18 NA
247 152.80 humidity 90 43200 > th dose independent rect. 9 16
252 152.82 temperature 20 14400 > th dose dependent rect. 21 1
257 152.84 humidity 90 43200 < th dose independent sin 18 NA
270 152.90 temperature 20 14400 > th dose dependent rect. 5 22
273 152.91 temperature 20 14400 > th dose dependent no NA NA
280 152.91 temperature 20 14400 > th dose dependent rect. 24 23
287 152.92 temperature 20 14400 > th dose dependent rect. 19 23
300 152.96 temperature 10 14400 > th dose dependent rect. 1 1
315 152.98 temperature 20 14400 > th dose dependent rect. 17 23
328 153.01 temperature 30 14400 < th dose dependent rect. 1 1
337 153.03 temperature 10 14400 > th dose dependent rect. 21 6
343 153.04 temperature 30 14400 < th dose dependent rect. 21 6
405 153.18 humidity 90 43200 > th dose dependent sin 18 NA
413 153.21 humidity 80 43200 > th dose independent rect. 11 4
443 153.29 humidity 90 43200 < th dose independent rect. 9 16
453 153.31 humidity 90 43200 > th dose dependent rect. 9 16
461 153.33 humidity 80 43200 < th dose independent rect. 11 4
497 153.39 temperature 15 14400 > th dose dependent rect. 19 12
717 153.75 temperature 30 14400 < th dose dependent sin 11 NA
790 153.85 temperature 25 14400 < th dose independent rect. 24 21
873 153.96 temperature 25 14400 > th dose independent rect. 23 22
933 154.05 temperature 25 14400 < th dose independent rect. 10 22
990 154.11 temperature 25 14400 > th dose independent rect. 10 22