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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.

Os03g0101400

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 : 3.41 (0.0365) R2 : 0.00014
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0195 (0.0769) R2dN8 : 0.000181 R2N8 : 0.00014
σ : 0.688
deviance : 217.4
__
_____
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 = 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
192.21 0.651 3.43 -0.578 0.561 -0.755 0.924 -0.874 -0.0195 18.2 23.6 434 -- --
191.54 0.65 3.4 -0.455 0.502 -0.911 0.69 -- 0.0385 16.2 23.5 402 -- --
191.68 0.65 3.38 -0.262 0.509 -0.987 -- 1.3 0.0983 16.1 23.41 292 -- --
192.65 0.651 3.4 -0.447 0.491 -0.88 -- -- 0.0441 16.2 23.21 266 -- --
200.99 0.664 3.39 -0.406 -- -0.551 -- 0.819 0.0192 -- 22.7 10 -- --
204.8 0.671 3.43 -0.604 0.207 -- 0.383 -- -0.0845 18.4 -- -- -- --
205.15 0.671 3.43 -0.61 0.209 -- -- -- -0.0835 18.7 -- -- -- --
201.47 0.664 3.41 -0.529 -- -0.489 -- -- -0.0177 -- 22.7 33 -- --
197.48 0.655 3.39 -- 0.548 -1.01 -- -- 0.107 16.2 22.91 34 -- --
207.43 0.673 3.42 -0.615 -- -- -- -- -0.0877 -- -- -- -- --
214.96 0.686 3.41 -- 0.217 -- -- -- -0.0156 18.6 -- -- -- --
208.59 0.675 3.39 -- -- -0.586 -- -- 0.0546 -- 22.5 30 -- --
217.4 0.688 3.41 -- -- -- -- -- -0.0195 -- -- -- -- --

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
1 188.74 temperature 15 90 > th dose dependent rect. 4 19
2 188.79 temperature 20 10 > th dose dependent rect. 4 20
5 189.02 wind 7 1440 > th dose independent rect. 4 1
8 189.03 wind 7 1440 > th dose dependent rect. 4 1
11 189.46 temperature 25 270 > th dose independent rect. 1 20
26 189.90 temperature 10 720 > th dose dependent rect. 4 11
29 189.94 temperature 10 720 > th dose dependent rect. 3 13
38 190.09 temperature 10 270 > th dose dependent rect. 1 22
41 190.17 temperature 10 720 > th dose dependent rect. 4 9
42 190.17 temperature 25 720 > th dose dependent rect. 19 18
45 190.18 wind 1 270 < th dose dependent rect. 1 2
47 190.26 temperature 10 10 > th dose dependent rect. 1 23
65 190.46 temperature 25 720 > th dose dependent rect. 9 4
143 191.13 temperature 30 720 < th dose dependent rect. 7 6
145 191.14 temperature 25 10 > th dose independent rect. 4 19
156 191.23 humidity 60 4320 < th dose dependent rect. 8 1
169 191.24 temperature 20 720 > th dose dependent sin 3 NA
178 191.29 radiation 30 1440 > th dose independent rect. 14 19
194 191.37 temperature 25 10 > th dose independent rect. 2 21
196 191.38 temperature 25 1440 < th dose independent rect. 8 1
199 191.39 temperature 30 14400 < th dose independent rect. 15 1
209 191.45 temperature 30 14400 > th dose independent rect. 15 1
213 191.46 humidity 60 4320 < th dose independent rect. 8 1
227 191.46 temperature 15 720 > th dose dependent rect. 9 6
228 191.47 temperature 10 720 > th dose dependent sin 2 NA
244 191.52 temperature 20 1440 > th dose dependent rect. 8 1
254 191.54 temperature 10 1440 > th dose dependent rect. 8 1
256 191.56 temperature 25 270 < th dose independent rect. 7 14
258 191.57 radiation 1 1440 < th dose dependent rect. 1 5
261 191.60 temperature 25 720 > th dose dependent sin 7 NA
267 191.61 radiation 1 1440 < th dose dependent rect. 3 3
273 191.62 temperature 30 720 < th dose dependent rect. 5 9
277 191.63 temperature 30 1440 < th dose dependent rect. 8 1
295 191.67 radiation 1 1440 < th dose dependent rect. 19 11
318 191.71 temperature 30 720 < th dose dependent sin 2 NA
360 191.83 temperature 25 1440 > th dose independent rect. 8 1
380 191.88 radiation 20 1440 > th dose dependent rect. 14 19
386 191.90 radiation 30 1440 < th dose independent rect. 14 19
397 191.92 radiation 1 1440 < th dose independent rect. 1 5
402 191.94 radiation 40 1440 < th dose dependent rect. 1 5
410 191.96 radiation 1 1440 < th dose independent rect. 3 3
422 191.97 temperature 10 720 > th dose dependent rect. 19 21
429 191.99 temperature 30 720 < th dose dependent rect. 11 1
437 192.01 temperature 30 720 < th dose dependent rect. 2 17
439 192.02 radiation 1 1440 < th dose independent rect. 19 11
494 192.13 radiation 1 1440 > th dose independent rect. 4 2
556 192.22 radiation 30 1440 > th dose independent sin 13 NA
564 192.23 radiation 40 1440 < th dose dependent rect. 3 3
606 192.30 temperature 25 1440 > th dose independent rect. 6 4
612 192.31 temperature 25 1440 < th dose independent rect. 6 4
623 192.32 radiation 30 1440 > th dose independent rect. 12 21
625 192.32 temperature 30 720 < th dose dependent rect. 5 14
642 192.35 radiation 20 4320 > th dose independent rect. 8 1
676 192.38 temperature 30 270 < th dose dependent rect. 7 21
700 192.42 temperature 20 14400 > th dose dependent rect. 8 1
702 192.43 radiation 40 4320 < th dose independent rect. 9 1
719 192.46 temperature 25 14400 > th dose independent rect. 7 1
723 192.46 temperature 30 14400 < th dose independent rect. 14 19
732 192.47 temperature 25 14400 < th dose independent rect. 6 3
753 192.49 temperature 25 14400 > th dose independent rect. 6 3
754 192.49 temperature 30 14400 > th dose independent rect. 14 19
764 192.50 temperature 30 14400 < th dose independent rect. 14 12
785 192.51 temperature 30 270 < th dose dependent rect. 8 13
799 192.53 radiation 30 1440 < th dose independent rect. 12 21
824 192.54 temperature 20 14400 > th dose dependent rect. 4 7
825 192.54 temperature 30 720 < th dose dependent rect. 3 11
921 192.64 humidity 60 90 < th dose independent rect. 16 18