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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.

Os05g0225800

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

Description : Similar to Szp protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.97 (0.018) R2 : 0.00638
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0649 (0.0379) R2dN8 : 0.00823 R2N8 : 0.00638
σ : 0.339
deviance : 52.84
__
_____
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 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
49.51 0.328 3.48 1.09 0.00369 -59.5 -0.304 -123 0.0738 3.88 15 90 -- --
49.52 0.33 2.97 0.0211 0.004 -1.21 -0.297 -- 0.0727 4.02 15 90 -- --
49.78 0.329 3.48 1.1 0.00474 -59.6 -- -123 0.0779 4.12 15 92 -- --
49.7 0.331 2.97 0.0272 0.0352 -1.27 -- -- 0.0749 9.5 15 90 -- --
49.78 0.329 3.48 1.1 -- -59.6 -- -123 0.076 -- 15.01 92 -- --
52.29 0.339 2.97 -0.0306 0.00898 -- -0.394 -- 0.06 2.8 -- -- -- --
52.8 0.34 2.97 -0.0213 0.0224 -- -- -- 0.0622 7.11 -- -- -- --
49.78 0.33 2.97 0.0264 -- -1.25 -- -- 0.0748 -- 15 90 -- --
49.72 0.328 2.97 -- 0.0348 -1.25 -- -- 0.0719 9.28 14.68 106 -- --
52.83 0.34 2.97 -0.0209 -- -- -- -- 0.0626 -- -- -- -- --
52.81 0.34 2.97 -- 0.0221 -- -- -- 0.0645 7.17 -- -- -- --
49.79 0.329 2.97 -- -- -1.24 -- -- 0.0721 -- 14.65 135 -- --
52.84 0.339 2.97 -- -- -- -- -- 0.0649 -- -- -- -- --

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 46.03 temperature 10.0 1440 > th dose independent rect. 15 1
6 46.03 temperature 10.0 1440 > th dose independent rect. 16 23
9 46.14 radiation 30.0 30 > th dose independent rect. 14 1
10 46.20 humidity 80.0 30 < th dose independent rect. 14 1
13 46.22 humidity 60.0 30 > th dose independent rect. 14 1
14 46.23 atmosphere 1005.0 30 > th dose dependent rect. 14 1
15 46.24 wind 5.0 30 > th dose independent rect. 14 1
16 46.24 atmosphere 1005.0 30 > th dose independent rect. 14 1
17 46.24 radiation 10.0 30 > th dose dependent rect. 14 1
18 46.25 wind 3.0 30 > th dose dependent rect. 14 1
19 46.26 temperature 25.0 30 > th dose independent rect. 14 1
25 46.27 temperature 20.0 30 > th dose dependent rect. 14 1
30 46.30 temperature 30.0 30 < th dose independent rect. 14 1
32 46.30 radiation 40.0 30 < th dose independent rect. 14 1
37 46.34 wind 7.0 30 < th dose independent rect. 14 1
40 46.35 temperature 10.0 30 > th dose independent rect. 14 1
43 46.35 atmosphere 1010.0 30 < th dose independent rect. 14 1
46 46.35 precipitation 0.1 30 < th dose independent rect. 14 1
47 46.35 temperature 10.0 30 > th dose independent rect. 15 23
48 46.35 precipitation 0.1 30 < th dose dependent rect. 14 1
49 46.37 humidity 90.0 30 < th dose dependent rect. 14 1
53 46.57 atmosphere 1015.0 30 < th dose dependent rect. 14 1
54 46.59 wind 9.0 30 < th dose dependent rect. 14 1
55 46.65 humidity 50.0 30 > th dose dependent rect. 14 1
57 46.91 wind 9.0 30 < th dose independent rect. 15 23
164 48.58 temperature 15.0 90 > th dose independent rect. 15 11
166 48.77 temperature 15.0 270 > th dose independent rect. 20 13
167 48.91 wind 1.0 90 < th dose independent rect. 2 1
168 48.94 temperature 15.0 30 > th dose independent rect. 19 23
172 48.96 atmosphere 1015.0 1440 < th dose independent rect. 15 1
180 49.11 temperature 15.0 1440 > th dose independent rect. 16 7
205 49.20 temperature 15.0 4320 < th dose dependent rect. 4 1
208 49.22 radiation 40.0 30 < th dose dependent rect. 14 1
209 49.23 temperature 15.0 1440 > th dose independent rect. 16 3
216 49.24 temperature 15.0 10 > th dose independent rect. 4 23
218 49.26 temperature 15.0 270 > th dose independent rect. 4 22
223 49.30 humidity 90.0 1440 > th dose independent rect. 7 10
231 49.32 temperature 20.0 270 < th dose dependent rect. 22 8
234 49.33 temperature 15.0 1440 > th dose independent rect. 9 14
235 49.33 humidity 90.0 1440 > th dose dependent rect. 13 1
278 49.37 humidity 90.0 720 > th dose dependent rect. 12 5
281 49.38 temperature 15.0 1440 > th dose independent rect. 20 3
282 49.38 humidity 90.0 1440 < th dose independent rect. 7 10
293 49.40 temperature 20.0 1440 < th dose dependent rect. 13 1
295 49.40 temperature 20.0 1440 < th dose dependent rect. 12 4
299 49.41 temperature 15.0 1440 > th dose independent rect. 21 1
304 49.41 humidity 90.0 1440 > th dose dependent rect. 7 11
307 49.42 temperature 15.0 1440 > th dose independent rect. 11 12
310 49.42 temperature 20.0 270 < th dose dependent rect. 19 11
312 49.43 humidity 90.0 1440 > th dose independent rect. 11 1
324 49.44 temperature 15.0 90 > th dose independent sin 8 NA
325 49.44 temperature 15.0 270 > th dose independent sin 10 NA
329 49.44 temperature 15.0 90 > th dose independent sin 15 NA
342 49.45 temperature 15.0 10 > th dose independent sin 7 NA
384 49.45 temperature 15.0 10 > th dose independent sin 1 NA
411 49.46 temperature 15.0 720 < th dose independent rect. 23 2
416 49.46 precipitation 0.1 1440 > th dose independent rect. 4 13
417 49.46 temperature 15.0 720 < th dose independent rect. 11 14
424 49.46 temperature 15.0 1440 < th dose dependent rect. 4 16
429 49.47 temperature 15.0 270 > th dose independent sin 23 NA
430 49.47 precipitation 0.1 720 > th dose independent rect. 14 2
448 49.47 temperature 15.0 1440 < th dose independent rect. 4 18
451 49.47 temperature 15.0 720 < th dose dependent rect. 23 2
452 49.47 precipitation 0.1 720 > th dose dependent rect. 14 2
467 49.47 temperature 15.0 720 < th dose dependent rect. 11 13
478 49.48 temperature 15.0 1440 > th dose independent rect. 5 18
479 49.48 temperature 20.0 720 < th dose dependent rect. 17 1
484 49.49 temperature 15.0 270 > th dose independent sin 20 NA
519 49.49 precipitation 0.1 1440 > th dose dependent rect. 4 13
523 49.50 temperature 15.0 1440 < th dose independent sin 22 NA
525 49.50 temperature 20.0 720 < th dose independent rect. 12 1
540 49.50 temperature 15.0 1440 < th dose dependent sin 23 NA
552 49.51 temperature 15.0 90 > th dose independent no NA NA
554 49.51 temperature 15.0 90 < th dose independent sin 7 NA
603 49.51 temperature 15.0 90 < th dose independent no NA NA
605 49.51 temperature 15.0 1440 < th dose independent rect. 5 1
607 49.51 temperature 15.0 1440 < th dose independent rect. 9 1
610 49.51 atmosphere 1015.0 1440 > th dose independent rect. 1 1
752 49.51 temperature 15.0 270 < th dose independent rect. 24 10