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Os03g0735400

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

Description : Non-protein coding transcript, putative npRNA.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.96 (0.0237) R2 : 0.162
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.54 (0.0585) R2dC : 0.157 R2C : 0.157
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0696 (0.0499) R2dN8 : 0.00463 R2N8 : 0.00472
σ : 0.447
deviance : 91.34
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_____
C
peak time of C : 14.6
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 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
71.11 0.396 7.97 -0.298 0.351 0.656 1.13 -0.00561 -0.0928 20.1 16.12 10 -- --
71.11 0.393 7.97 -0.298 0.351 0.656 1.14 -- -0.0929 20.1 16.12 10 -- --
74.56 0.402 7.98 -0.269 0.333 0.64 -- -0.266 -0.087 19.6 16.56 12 -- --
75.02 0.403 7.97 -0.329 0.35 0.644 -- -- -0.0998 19.9 16.11 10 -- --
79.77 0.416 7.97 -0.291 -- 0.547 -- -0.425 -0.0954 -- 16.94 9 -- --
89.22 0.443 7.96 -0.282 0.534 -- -0.0532 -- -0.101 14.6 -- -- -- --
89.23 0.442 7.96 -0.283 0.535 -- -- -- -0.101 14.6 -- -- -- --
80.7 0.418 7.96 -0.325 -- 0.54 -- -- -0.099 -- 16.94 9 -- --
77.91 0.411 7.96 -- 0.337 0.615 -- -- -0.0593 19.5 16.94 10 -- --
105.97 0.481 7.97 -0.306 -- -- -- -- -0.115 -- -- -- -- --
91.34 0.447 7.96 -- 0.54 -- -- -- -0.0696 14.6 -- -- -- --
83.48 0.426 7.96 -- -- 0.537 -- -- -0.0631 -- 16.93 9 -- --
108.44 0.486 7.96 -- -- -- -- -- -0.0807 -- -- -- -- --

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 58.98 temperature 10.0 270 > th dose dependent rect. 19 16
3 59.52 temperature 10.0 270 > th dose dependent rect. 17 9
6 60.76 temperature 10.0 270 > th dose dependent rect. 6 5
7 60.79 temperature 30.0 270 < th dose dependent rect. 1 5
9 61.05 temperature 10.0 90 > th dose dependent rect. 8 18
14 61.33 wind 1.0 270 > th dose independent rect. 11 19
16 61.38 wind 1.0 270 > th dose independent rect. 1 5
17 61.42 temperature 30.0 270 < th dose dependent rect. 2 3
19 61.45 temperature 15.0 270 > th dose independent rect. 6 5
23 61.50 temperature 10.0 10 > th dose dependent rect. 8 19
24 61.55 wind 7.0 270 < th dose independent rect. 6 6
25 61.58 radiation 1.0 270 > th dose independent rect. 6 5
26 61.66 temperature 30.0 270 < th dose dependent rect. 23 7
30 61.81 atmosphere 995.0 270 > th dose independent rect. 12 18
31 61.81 wind 9.0 270 < th dose dependent rect. 6 6
35 62.03 precipitation 0.1 270 < th dose independent rect. 6 5
36 62.03 precipitation 0.1 270 < th dose dependent rect. 6 5
37 62.04 wind 9.0 270 < th dose dependent rect. 7 4
38 62.05 humidity 50.0 270 > th dose independent rect. 6 5
40 62.08 radiation 1.0 270 > th dose independent rect. 7 3
44 62.16 atmosphere 995.0 270 > th dose independent rect. 6 5
45 62.16 atmosphere 1015.0 270 < th dose independent rect. 6 5
46 62.16 temperature 10.0 270 > th dose independent rect. 11 19
66 62.48 temperature 20.0 270 > th dose independent rect. 6 19
67 62.49 precipitation 0.1 270 < th dose independent rect. 11 19
68 62.49 precipitation 0.1 270 < th dose dependent rect. 11 19
81 62.74 radiation 1.0 270 > th dose independent rect. 18 18
91 62.89 precipitation 0.1 270 < th dose independent rect. 7 3
92 62.89 precipitation 0.1 270 < th dose dependent rect. 7 3
113 62.99 wind 9.0 270 < th dose independent rect. 11 19
117 63.02 atmosphere 995.0 270 > th dose independent rect. 7 3
118 63.02 atmosphere 1015.0 270 < th dose independent rect. 7 3
120 63.02 temperature 10.0 270 > th dose independent rect. 10 21
124 63.05 radiation 40.0 90 < th dose independent rect. 13 18
133 63.14 temperature 20.0 90 > th dose independent rect. 8 19
136 63.18 radiation 1.0 270 > th dose independent rect. 17 20
145 63.32 wind 9.0 270 < th dose independent rect. 6 19
151 63.38 radiation 10.0 270 < th dose dependent rect. 1 6
168 63.61 precipitation 0.1 270 < th dose independent rect. 1 5
173 63.61 precipitation 0.1 270 < th dose dependent rect. 1 5
174 63.62 radiation 10.0 270 < th dose independent rect. 1 6
179 63.75 radiation 10.0 270 < th dose dependent rect. 2 4
181 63.76 atmosphere 1010.0 270 < th dose independent rect. 1 5
183 63.78 atmosphere 1015.0 270 < th dose independent rect. 6 19
192 63.83 wind 9.0 270 < th dose independent rect. 1 5
193 63.83 temperature 10.0 270 > th dose independent rect. 1 5
195 63.83 temperature 30.0 270 < th dose independent rect. 1 5
196 63.83 humidity 50.0 270 > th dose independent rect. 1 5
199 63.83 atmosphere 995.0 270 > th dose independent rect. 1 5
208 63.89 radiation 1.0 270 < th dose independent rect. 2 4
247 64.05 radiation 1.0 270 < th dose independent rect. 2 10
252 64.08 temperature 20.0 270 > th dose independent rect. 17 8
260 64.12 precipitation 0.1 270 < th dose independent rect. 6 19
261 64.12 precipitation 0.1 270 < th dose dependent rect. 6 19
273 64.22 radiation 1.0 270 < th dose independent sin 5 NA
279 64.27 radiation 1.0 270 < th dose dependent rect. 2 10
281 64.28 radiation 40.0 10 < th dose independent rect. 12 20
283 64.28 radiation 40.0 10 < th dose dependent rect. 13 20
299 64.39 radiation 1.0 270 > th dose independent sin 5 NA
327 64.49 wind 1.0 270 > th dose independent rect. 7 3
335 64.55 atmosphere 995.0 270 > th dose independent rect. 2 15
364 64.74 wind 9.0 270 < th dose independent rect. 16 10
368 64.76 temperature 15.0 10 > th dose dependent rect. 21 16
370 64.78 radiation 10.0 270 < th dose dependent sin 6 NA
377 64.80 precipitation 0.1 270 < th dose independent rect. 2 15
378 64.80 precipitation 0.1 270 < th dose dependent rect. 2 15
435 65.01 humidity 90.0 270 < th dose independent rect. 7 4
436 65.02 temperature 10.0 270 > th dose independent rect. 17 9
437 65.02 radiation 20.0 270 < th dose independent rect. 17 9
440 65.02 temperature 10.0 270 > th dose independent rect. 2 15
441 65.02 atmosphere 1015.0 270 < th dose independent rect. 2 15
443 65.03 radiation 1.0 270 < th dose dependent sin 4 NA
449 65.05 temperature 20.0 10 > th dose independent rect. 8 19
479 65.23 temperature 20.0 10 > th dose independent rect. 9 17
576 65.47 humidity 90.0 90 < th dose independent rect. 7 6
640 65.64 temperature 10.0 10 > th dose dependent rect. 8 5
673 65.74 precipitation 0.1 270 < th dose independent rect. 17 9
677 65.74 precipitation 0.1 270 < th dose dependent rect. 17 9
701 65.84 radiation 40.0 270 < th dose dependent rect. 17 9
732 65.95 humidity 90.0 10 < th dose independent rect. 8 7
838 66.19 wind 9.0 270 < th dose independent rect. 2 15
840 66.20 temperature 30.0 270 < th dose independent rect. 7 3
852 66.22 radiation 20.0 10 < th dose dependent sin 3 NA
877 66.27 humidity 50.0 270 > th dose independent rect. 17 9
927 66.35 wind 9.0 270 < th dose dependent rect. 6 19
933 66.38 temperature 20.0 90 > th dose independent rect. 21 16
939 66.39 humidity 50.0 270 > th dose dependent rect. 1 5
990 66.48 wind 9.0 10 < th dose independent rect. 9 17
992 66.48 temperature 20.0 270 > th dose independent rect. 18 17