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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.

Os07g0228900

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 : 5.53 (0.0432) R2 : 0.647
β1 : 2.15 (0.176) R2dD : 0.255 R2D : 0.0899
β2 : 1.71 (0.0858) R2dC : 0.308 R2C : 0.176
β3 : -1.93 (0.202) R2dE : 0.251 R2E : 0.124
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.12 (0.61) R2dD*E : 0.247 R2D*E : -0.534
γ1 : 0.688 (0.0858) R2dN8 : 0.0993 R2N8 : 0.0146
σ : 0.617
deviance : 175.64
__
_____
C
peak time of C : 17.2
E
wheather : temperature
threshold : 20.08
memory length : 6604
response mode : < th
dose dependency : dose independent
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 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
173.84 0.619 5.53 2.15 1.71 -1.92 0.855 -5.14 0.688 17.2 20.1 6783 -- --
206.45 0.674 5.71 2.03 1.65 -0.362 0.814 -- 0.708 17.5 20.1 6783 -- --
175.64 0.617 5.53 2.15 1.71 -1.93 -- -5.12 0.688 17.2 20.08 6604 -- --
200.71 0.66 5.78 1.68 1.71 -0.762 -- -- 0.464 17.3 21.72 7201 -- --
326.9 0.842 5.51 2.14 -- -1.86 -- -5.05 0.66 -- 20 6326 -- --
211.77 0.682 5.7 2.13 1.69 -- 0.889 -- 0.775 17.3 -- -- -- --
213.73 0.685 5.7 2.13 1.7 -- -- -- 0.779 17.3 -- -- -- --
348.7 0.874 5.7 1.92 -- -0.591 -- -- 0.63 -- 20 6326 -- --
203.61 0.665 5.88 -- 1.71 -1.68 -- -- -0.0239 17.2 21.5 47520 -- --
364.11 0.892 5.67 2.07 -- -- -- -- 0.737 -- -- -- -- --
332.99 0.854 5.75 -- 1.66 -- -- -- 0.542 17.3 -- -- -- --
357.41 0.881 5.85 -- -- -1.62 -- -- -0.0292 -- 21.14 47520 -- --
476.97 1.02 5.73 -- -- -- -- -- 0.507 -- -- -- -- --

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
1 168.36 wind 5.0 4320 > th dose independent rect. 20 6
3 168.90 wind 5.0 4320 < th dose independent rect. 20 6
8 170.61 wind 5.0 4320 > th dose dependent rect. 20 7
12 171.84 temperature 15.0 270 > th dose dependent rect. 21 13
17 172.40 temperature 25.0 270 < th dose dependent rect. 2 3
19 172.75 temperature 25.0 270 < th dose dependent rect. 1 5
35 173.83 temperature 30.0 90 < th dose dependent sin 6 NA
39 174.27 temperature 25.0 90 < th dose dependent rect. 3 5
45 174.52 temperature 25.0 90 < th dose dependent rect. 1 20
51 174.76 temperature 20.0 90 < th dose independent rect. 3 5
56 174.89 temperature 25.0 270 < th dose dependent rect. 3 1
63 175.16 temperature 25.0 90 < th dose dependent sin 4 NA
74 175.55 temperature 25.0 90 < th dose dependent rect. 3 14
135 176.87 temperature 20.0 90 < th dose independent rect. 3 16
139 176.94 temperature 30.0 270 < th dose dependent sin 8 NA
152 177.07 temperature 20.0 10 < th dose independent rect. 2 7
154 177.12 temperature 20.0 4320 > th dose independent rect. 21 2
165 177.27 temperature 25.0 10 < th dose dependent rect. 2 20
178 177.38 wind 7.0 4320 < th dose independent rect. 21 1
188 177.52 wind 7.0 4320 > th dose dependent rect. 21 1
200 177.61 temperature 20.0 30 < th dose dependent sin 0 NA
205 177.70 temperature 20.0 1440 > th dose dependent rect. 2 2
208 177.72 temperature 10.0 90 > th dose dependent sin 8 NA
217 177.77 temperature 20.0 90 < th dose independent sin 2 NA
249 178.06 temperature 20.0 10 < th dose independent sin 1 NA
272 178.29 temperature 25.0 4320 < th dose dependent rect. 1 1
278 178.34 temperature 10.0 270 > th dose dependent rect. 6 20
286 178.39 temperature 25.0 4320 < th dose dependent rect. 21 6
289 178.41 temperature 20.0 4320 < th dose independent rect. 21 2
291 178.44 temperature 20.0 4320 < th dose independent rect. 20 4
302 178.51 temperature 25.0 4320 < th dose dependent rect. 21 2
320 178.60 precipitation 0.1 14400 > th dose independent rect. 21 2
326 178.62 precipitation 0.1 14400 > th dose dependent rect. 21 2
347 178.75 precipitation 0.1 14400 < th dose independent rect. 21 2
348 178.75 precipitation 0.1 14400 < th dose dependent rect. 21 2
363 178.88 humidity 60.0 43200 < th dose independent rect. 9 3
365 178.89 wind 7.0 4320 > th dose independent rect. 21 1
370 178.91 temperature 20.0 4320 > th dose independent rect. 20 8
396 179.07 temperature 20.0 4320 < th dose independent rect. 20 8
397 179.07 temperature 20.0 270 > th dose independent rect. 20 14
411 179.14 wind 1.0 43200 > th dose independent rect. 4 3
425 179.21 temperature 10.0 4320 > th dose dependent rect. 1 1
447 179.32 wind 5.0 4320 > th dose independent sin 11 NA
468 179.38 wind 3.0 4320 > th dose dependent rect. 24 1
537 179.63 temperature 20.0 4320 < th dose independent sin 15 NA
557 179.68 temperature 20.0 1440 > th dose independent rect. 3 1
567 179.71 temperature 20.0 270 < th dose independent rect. 3 1
600 179.81 temperature 20.0 4320 > th dose independent sin 14 NA
611 179.83 temperature 10.0 4320 > th dose dependent rect. 21 7
760 180.21 wind 5.0 4320 < th dose independent sin 11 NA
797 180.31 wind 1.0 43200 < th dose dependent rect. 4 3
857 180.44 temperature 20.0 1440 < th dose independent rect. 5 1
879 180.50 temperature 20.0 1440 < th dose independent rect. 3 3