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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.

Os01g0300000

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

Description : 3'-5' exonuclease domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.86 (0.0372) R2 : 0.118
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.91 (0.391) R2dE : 0.107 R2E : 0.108
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.159 (0.0784) R2dN8 : 0.0102 R2N8 : 0.011
σ : 0.699
deviance : 225.24
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : 0.2003
memory length : 451
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 22.1
open length of G : 1.71

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = > th, dose dependency = dose independent, 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
215.97 0.684 2.29 1.98 0.0691 -36.2 -0.681 127 -0.148 2.38 0.1 722 19 1
225.92 0.705 2.85 0.218 0.177 4.89 0.327 -- -0.154 5.6 0.1 722 19 1
216.15 0.685 2.36 1.74 0.0604 -36 -- 127 -0.124 2.47 0.1805 611 19 0.959
226.04 0.705 2.86 0.219 0.183 4.82 -- -- -0.156 4.61 0.2674 238 19.9 1.47
216.31 0.685 2.36 1.74 -- -36.3 -- 128 -0.144 -- 0.2311 611 19.1 0.967
248.88 0.74 2.86 0.286 0.154 -- -0.138 -- -0.162 3.56 -- -- -- --
248.94 0.739 2.86 0.288 0.154 -- -- -- -0.161 3.77 -- -- -- --
225.38 0.699 2.87 0.0579 -- 2.97 -- -- -0.224 -- 0.1726 447 22.2 1.62
227.3 0.706 2.86 -- 0.188 4.9 -- -- -0.18 4.59 0.2674 238 19.9 1.47
250.25 0.739 2.86 0.295 -- -- -- -- -0.157 -- -- -- -- --
251.13 0.741 2.86 -- 0.16 -- -- -- -0.193 3.75 -- -- -- --
225.24 0.699 2.86 -- -- 2.91 -- -- -0.159 -- 0.2003 451 22.1 1.71
252.54 0.742 2.87 -- -- -- -- -- -0.189 -- -- -- -- --

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
1 215.97 precipitation 0.1 720 > th dose independent rect. 19 1
3 220.85 wind 5.0 90 > th dose independent rect. 2 1
4 220.87 wind 5.0 90 > th dose dependent rect. 2 1
5 221.86 humidity 90.0 1440 > th dose independent rect. 14 2
6 221.92 radiation 10.0 1440 < th dose dependent rect. 14 1
7 222.27 humidity 90.0 1440 < th dose independent rect. 15 2
9 222.45 radiation 10.0 1440 < th dose independent rect. 12 1
10 222.50 precipitation 0.1 720 > th dose dependent rect. 19 1
12 222.58 radiation 10.0 1440 > th dose independent rect. 12 1
14 222.91 radiation 10.0 1440 < th dose independent rect. 12 3
16 223.19 humidity 90.0 1440 > th dose dependent rect. 14 1
23 224.08 radiation 10.0 1440 > th dose independent rect. 12 3
42 225.88 precipitation 0.1 10 > th dose independent rect. 19 1
52 225.88 precipitation 0.1 10 > th dose dependent rect. 19 1
78 226.55 humidity 90.0 1440 > th dose independent rect. 12 4
116 227.59 precipitation 0.1 10 > th dose independent rect. 19 7
120 227.59 precipitation 0.1 10 > th dose dependent rect. 19 7
135 228.22 humidity 90.0 1440 > th dose dependent rect. 12 4
158 228.77 precipitation 0.1 30 > th dose independent rect. 23 3
160 228.77 precipitation 0.1 30 > th dose dependent rect. 23 3
168 228.98 radiation 10.0 1440 < th dose dependent rect. 11 18
169 228.99 radiation 10.0 1440 < th dose dependent rect. 11 10
173 229.01 radiation 10.0 1440 < th dose dependent rect. 11 13
180 229.05 radiation 10.0 1440 < th dose independent rect. 11 19
225 229.12 precipitation 0.1 1440 < th dose independent rect. 19 1
226 229.12 precipitation 0.1 1440 < th dose dependent rect. 19 1
230 229.19 radiation 10.0 1440 < th dose independent rect. 11 10
233 229.20 radiation 10.0 1440 < th dose independent rect. 11 13
267 229.43 wind 7.0 30 > th dose dependent rect. 19 1
271 229.45 precipitation 0.1 270 > th dose independent rect. 23 1
272 229.45 precipitation 0.1 270 > th dose dependent rect. 23 1
293 229.85 wind 5.0 10 < th dose independent rect. 16 10
306 229.95 radiation 10.0 1440 > th dose independent rect. 11 19
335 230.10 wind 5.0 720 < th dose independent rect. 23 9
443 230.95 wind 5.0 270 > th dose independent rect. 23 9
449 231.05 precipitation 0.1 720 < th dose independent rect. 20 7
452 231.05 precipitation 0.1 720 < th dose dependent rect. 20 7
453 231.08 wind 5.0 270 > th dose independent rect. 23 4
458 231.26 radiation 10.0 1440 < th dose dependent sin 19 NA
519 231.83 precipitation 0.1 1440 < th dose independent rect. 17 1
520 231.83 precipitation 0.1 1440 < th dose dependent rect. 17 1
581 232.23 radiation 10.0 1440 < th dose independent sin 19 NA
594 232.31 wind 5.0 10 > th dose independent rect. 19 6
638 232.62 wind 5.0 270 > th dose dependent rect. 23 9
714 232.91 wind 5.0 10 > th dose independent rect. 19 11
733 233.08 temperature 20.0 720 < th dose independent rect. 15 1
734 233.08 temperature 20.0 10 < th dose independent rect. 3 3
738 233.10 wind 5.0 10 < th dose independent sin 10 NA
739 233.10 radiation 10.0 1440 > th dose independent sin 18 NA
839 233.44 temperature 20.0 10 < th dose independent rect. 4 1
845 233.49 temperature 25.0 90 < th dose dependent rect. 3 2
849 233.53 temperature 20.0 90 < th dose independent rect. 20 1
850 233.53 temperature 20.0 30 < th dose dependent rect. 21 1
854 233.54 temperature 20.0 720 < th dose dependent rect. 15 1
868 233.58 radiation 1.0 720 < th dose independent rect. 15 5
889 233.63 radiation 10.0 1440 < th dose independent rect. 4 11
900 233.66 radiation 10.0 1440 < th dose independent rect. 23 16
901 233.66 radiation 10.0 1440 < th dose independent rect. 20 19
933 233.74 atmosphere 1010.0 1440 > th dose dependent rect. 4 3
953 233.84 wind 5.0 720 < th dose independent rect. 21 11
980 233.95 precipitation 0.1 720 > th dose independent rect. 21 3
982 233.95 precipitation 0.1 720 > th dose dependent rect. 21 3