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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.

Os01g0530300

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 : 4.45 (0.0369) R2 : 0.632
β1 : 2.07 (0.135) R2dD : 0.197 R2D : 0.139
β2 : 2.13 (0.0959) R2dC : 0.401 R2C : 0.377
β3 : -- (--) R2dE : -- R2E : --
β4 : 3.16 (0.435) R2dD*C : 0.0427 R2D*C : 0.034
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.585 (0.0786) R2dN8 : 0.0599 R2N8 : 0.00397
σ : 0.693
deviance : 218.73
__
_____
C
peak time of C : 18.7
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 = radiation, 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
206.09 0.674 4.47 2.12 2.14 1.63 3.16 2.6 0.661 18.8 0.1696 1429 -- --
209.88 0.675 4.45 2.5 2.11 1.1 3.08 -- 0.765 18.7 0.17 1424 -- --
231.4 0.708 4.47 2.1 2.13 1.61 -- 2.5 0.669 18.7 0.17 1443 -- --
234.53 0.713 4.44 2.3 2.18 0.986 -- -- 0.742 18.8 0.1301 1417 -- --
462.91 1.01 4.4 1.98 -- 0.423 -- 0.262 0.564 -- 0.1699 1474 -- --
218.73 0.693 4.45 2.07 2.13 -- 3.16 -- 0.585 18.7 -- -- -- --
244 0.732 4.44 2.02 2.14 -- -- -- 0.593 18.7 -- -- -- --
461.97 1.01 4.39 1.99 -- 0.438 -- -- 0.574 -- 0.1301 1417 -- --
344.22 0.864 4.47 -- 2.13 0.593 -- -- 0.463 18.9 10 4294 -- --
482.97 1.03 4.4 1.97 -- -- -- -- 0.551 -- -- -- -- --
351.17 0.877 4.49 -- 2.11 -- -- -- 0.369 18.8 -- -- -- --
566.41 1.11 4.44 -- -- 0.414 -- -- 0.352 -- 0.1301 1417 -- --
585.12 1.13 4.45 -- -- -- -- -- 0.333 -- -- -- -- --

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
1 200.11 wind 1.0 90 < th dose independent rect. 24 1
2 200.94 wind 1.0 90 < th dose dependent rect. 24 1
3 201.83 humidity 90.0 720 > th dose dependent rect. 23 1
4 202.06 atmosphere 1005.0 10 < th dose dependent rect. 1 7
6 202.17 humidity 90.0 720 > th dose dependent rect. 20 5
31 203.60 radiation 1.0 1440 < th dose independent rect. 11 1
32 203.60 radiation 1.0 1440 < th dose dependent rect. 11 1
36 203.78 atmosphere 1005.0 10 < th dose independent rect. 24 8
40 203.86 humidity 90.0 720 > th dose independent rect. 23 1
41 203.90 atmosphere 1005.0 90 < th dose independent rect. 24 7
59 204.15 atmosphere 1005.0 270 < th dose independent rect. 22 8
66 204.30 atmosphere 995.0 14400 > th dose independent rect. 9 5
82 204.91 atmosphere 1005.0 270 < th dose independent rect. 23 4
90 205.09 temperature 10.0 10 > th dose dependent rect. 21 16
110 205.36 atmosphere 1005.0 270 < th dose dependent rect. 1 1
112 205.37 humidity 90.0 720 > th dose dependent rect. 10 16
139 205.87 humidity 90.0 90 > th dose dependent rect. 24 3
155 206.04 wind 3.0 720 > th dose dependent rect. 10 1
161 206.16 radiation 1.0 1440 > th dose independent rect. 11 8
186 206.21 humidity 90.0 90 > th dose dependent rect. 24 18
187 206.23 temperature 25.0 90 > th dose independent rect. 3 9
240 206.51 humidity 90.0 10 > th dose dependent rect. 24 3
245 206.56 radiation 1.0 1440 > th dose independent sin 18 NA
247 206.56 temperature 25.0 10 < th dose independent rect. 1 8
248 206.57 atmosphere 1005.0 720 > th dose independent rect. 23 3
269 206.71 radiation 1.0 1440 < th dose independent rect. 11 9
270 206.71 humidity 90.0 720 > th dose dependent sin 16 NA
273 206.72 radiation 1.0 1440 < th dose independent rect. 11 11
275 206.73 radiation 1.0 1440 < th dose independent rect. 11 17
276 206.73 atmosphere 1015.0 14400 < th dose dependent rect. 13 1
281 206.76 humidity 80.0 14400 < th dose independent rect. 21 1
289 206.77 radiation 1.0 1440 < th dose independent rect. 11 13
306 206.80 atmosphere 995.0 14400 > th dose dependent rect. 13 1
310 206.81 wind 9.0 43200 > th dose dependent rect. 18 1
361 206.93 wind 5.0 720 > th dose independent rect. 10 1
373 206.93 atmosphere 1015.0 14400 < th dose dependent rect. 16 1
377 206.94 temperature 25.0 90 > th dose independent rect. 24 12
384 206.96 atmosphere 1015.0 14400 < th dose dependent rect. 12 6
393 206.99 humidity 80.0 14400 > th dose independent rect. 21 1
394 206.99 temperature 25.0 10 > th dose independent rect. 21 16
395 206.99 atmosphere 995.0 14400 > th dose dependent rect. 16 1
408 207.03 atmosphere 995.0 14400 > th dose dependent rect. 12 6
434 207.09 wind 7.0 14400 > th dose independent rect. 14 1
435 207.09 temperature 25.0 90 > th dose independent rect. 21 15
442 207.10 temperature 25.0 90 > th dose independent rect. 6 6
446 207.10 temperature 25.0 10 > th dose independent rect. 23 14
472 207.14 radiation 1.0 1440 < th dose independent sin 18 NA
511 207.19 wind 9.0 43200 > th dose independent rect. 18 1
546 207.23 precipitation 0.1 43200 > th dose dependent rect. 17 2
573 207.27 radiation 1.0 1440 < th dose dependent rect. 13 4
608 207.30 wind 7.0 14400 < th dose independent rect. 14 1
621 207.31 atmosphere 1015.0 14400 < th dose dependent sin 21 NA
631 207.32 temperature 25.0 90 < th dose independent rect. 24 11
649 207.34 atmosphere 995.0 14400 > th dose dependent sin 22 NA
656 207.34 radiation 1.0 1440 < th dose dependent rect. 11 9
665 207.35 atmosphere 1005.0 14400 > th dose independent rect. 12 3
670 207.35 radiation 1.0 1440 < th dose dependent rect. 11 11
684 207.36 radiation 1.0 1440 < th dose dependent rect. 11 17
733 207.39 radiation 1.0 1440 < th dose dependent rect. 11 14
754 207.41 atmosphere 1005.0 14400 < th dose independent rect. 12 1
775 207.42 atmosphere 1005.0 10 < th dose dependent rect. 1 3
803 207.44 wind 5.0 14400 > th dose dependent rect. 14 1
913 207.50 atmosphere 1005.0 14400 > th dose independent rect. 12 1
986 207.53 precipitation 0.1 43200 > th dose dependent rect. 15 3
997 207.54 wind 5.0 14400 < th dose independent rect. 18 1