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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.

Os01g0127200

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

Description : Cupredoxin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.95 (0.052) R2 : 0.194
β1 : -0.744 (0.175) R2dD : 0.0386 R2D : -0.0704
β2 : -- (--) R2dC : -- R2C : --
β3 : -28 (3.32) R2dE : 5.89 R2E : -6.96
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -82.6 (8.94) R2dD*E : 7.01 R2D*E : -5.56
γ1 : -0.192 (0.0943) R2dN8 : 0.01 R2N8 : -0.068
σ : 0.823
deviance : 312
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 0.9503
memory length : 258
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 4.08
open length of G : 1.07

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
305.41 0.821 2.94 -0.764 0.246 -28.4 1.01 -84 -0.182 12.9 1.032 295 4.07 1.05
1259.94 1.65 3.21 -0.657 0.039 -25.6 0.592 -- -0.466 13.8 3.18 69 4.13 1
307.51 0.817 2.94 -0.756 0.278 -28.2 -- -82.7 -0.207 10.7 0.8167 260 4.08 1.07
374.54 0.907 3.21 -0.28 0.323 -0.49 -- -- -0.245 9.88 0.8167 260 4.08 1.07
312 0.823 2.95 -0.744 -- -28 -- -82.6 -0.192 -- 0.9503 258 4.08 1.07
369.29 0.901 3.22 -0.298 0.0567 -- -2.12 -- -0.255 4.73 -- -- -- --
375.01 0.907 3.2 -0.283 0.32 -- -- -- -0.243 9.98 -- -- -- --
373.3 0.9 3.2 -0.498 -- 0.734 -- -- -0.251 -- 0.1216 200 3.74 1.21
344.95 0.865 3.24 -- 0.00278 2.02 -- -- -0.261 11.3 9.844 139 5.7 0.0841
381.18 0.912 3.21 -0.287 -- -- -- -- -0.243 -- -- -- -- --
377.12 0.908 3.2 -- 0.321 -- -- -- -0.211 10 -- -- -- --
315.84 0.828 3.2 -- -- 5.53 -- -- -0.222 -- 5.712 139 5.68 0.0157
383.34 0.914 3.21 -- -- -- -- -- -0.211 -- -- -- -- --

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
1 307.69 radiation 1 270 > th dose independent rect. 4 1
11 307.69 radiation 1 270 > th dose dependent rect. 4 1
21 311.78 humidity 90 270 < th dose dependent rect. 4 1
22 316.61 temperature 20 270 < th dose dependent rect. 4 1
28 326.11 humidity 80 270 < th dose independent rect. 4 2
45 326.54 humidity 90 10 < th dose dependent rect. 5 3
49 327.02 humidity 80 1440 > th dose independent rect. 5 1
109 335.57 humidity 90 10 < th dose dependent rect. 23 9
112 336.04 humidity 90 270 < th dose dependent rect. 2 5
132 337.02 humidity 70 10 < th dose dependent rect. 19 13
134 337.26 humidity 70 10 < th dose independent rect. 19 13
137 337.52 humidity 70 90 < th dose independent rect. 18 14
156 338.18 humidity 70 90 < th dose dependent rect. 18 14
165 338.54 radiation 40 10 < th dose independent sin 13 NA
181 338.86 humidity 70 10 < th dose dependent rect. 17 15
205 339.15 humidity 80 10 < th dose dependent rect. 7 1
208 339.21 radiation 30 30 > th dose dependent rect. 7 2
289 339.34 radiation 30 30 > th dose independent rect. 7 1
393 339.65 humidity 80 10 < th dose independent rect. 5 1
439 339.68 humidity 70 10 < th dose independent rect. 7 1
571 339.82 temperature 20 270 < th dose independent rect. 5 1
614 340.01 temperature 20 270 < th dose independent rect. 3 3
690 340.45 temperature 20 10 < th dose independent rect. 5 3
722 340.74 atmosphere 1005 10 > th dose dependent rect. 5 3
742 341.22 humidity 80 1440 > th dose independent rect. 24 6
747 341.36 temperature 20 10 < th dose independent rect. 5 1
802 341.90 wind 7 10 > th dose independent rect. 11 4
803 341.90 wind 3 720 > th dose independent rect. 1 5
809 341.94 humidity 80 720 < th dose dependent rect. 2 1
902 342.82 radiation 1 10 < th dose dependent rect. 6 1
990 343.58 wind 3 720 > th dose dependent rect. 2 4