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Os09g0420800

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

Description : Similar to Ubiquitin.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 16.1 (0.019) R2 : 0.315
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.643 (0.0477) R2dC : 0.273 R2C : 0.254
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.224 (0.04) R2dN8 : 0.0609 R2N8 : 0.0413
σ : 0.359
deviance : 58.81
__
_____
C
peak time of C : 15.3
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
48.11 0.326 16.1 -0.0217 0.587 -0.457 0.437 -0.632 0.293 15.8 26.96 1247 -- --
48.88 0.326 16.1 0.017 0.61 -0.47 0.547 -- 0.288 15.9 27.89 1200 -- --
48.64 0.325 16.1 -0.0187 0.6 -0.472 -- -0.658 0.299 15.8 28.32 1246 -- --
49.47 0.328 16.1 0.0555 0.596 -0.508 -- -- 0.326 16 29.19 1201 -- --
67.3 0.382 16.1 -0.0435 -- -0.557 -- -0.801 0.296 -- 31.49 1269 -- --
57.95 0.357 16.1 -0.0172 0.641 -- 0.517 -- 0.22 15.3 -- -- -- --
58.81 0.359 16.1 -0.00706 0.643 -- -- -- 0.223 15.3 -- -- -- --
68.24 0.385 16.1 0.044 -- -0.584 -- -- 0.334 -- 28.03 1269 -- --
49.56 0.328 16.1 -- 0.599 -0.502 -- -- 0.318 16 29.02 1200 -- --
82.22 0.424 16.1 -0.0344 -- -- -- -- 0.206 -- -- -- -- --
58.81 0.359 16.1 -- 0.643 -- -- -- 0.224 15.3 -- -- -- --
68.3 0.385 16.1 -- -- -0.578 -- -- 0.323 -- 28.16 1269 -- --
82.25 0.423 16.1 -- -- -- -- -- 0.21 -- -- -- -- --

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 41.85 humidity 90.0 90 < th dose independent rect. 7 8
2 42.01 radiation 1.0 270 < th dose dependent rect. 2 16
3 42.02 radiation 1.0 270 < th dose independent rect. 2 15
5 42.20 temperature 15.0 270 > th dose independent rect. 18 8
6 42.21 radiation 1.0 270 > th dose independent sin 3 NA
7 42.21 radiation 1.0 270 > th dose independent rect. 4 10
19 42.24 radiation 1.0 270 < th dose independent sin 3 NA
22 42.27 radiation 1.0 270 > th dose independent rect. 17 21
25 42.37 temperature 15.0 90 > th dose independent rect. 7 8
27 42.42 radiation 1.0 270 < th dose dependent sin 3 NA
28 42.43 radiation 10.0 270 < th dose independent rect. 17 9
32 42.54 temperature 15.0 270 > th dose independent rect. 5 22
49 42.67 temperature 15.0 270 > th dose independent rect. 7 18
58 42.82 wind 9.0 90 < th dose independent rect. 7 8
60 42.90 precipitation 0.1 90 < th dose independent rect. 7 8
61 42.90 precipitation 0.1 90 < th dose dependent rect. 7 8
62 42.90 radiation 20.0 270 < th dose dependent rect. 17 9
63 42.93 temperature 10.0 270 > th dose dependent rect. 3 2
65 42.95 humidity 50.0 270 > th dose independent rect. 17 9
71 43.01 atmosphere 1015.0 90 < th dose independent rect. 7 8
72 43.01 temperature 10.0 90 > th dose independent rect. 15 16
77 43.07 radiation 40.0 90 < th dose independent rect. 15 16
88 43.14 temperature 10.0 270 > th dose dependent rect. 2 4
90 43.17 humidity 80.0 90 > th dose independent rect. 3 5
91 43.18 wind 9.0 90 < th dose independent rect. 15 16
92 43.19 humidity 80.0 270 > th dose independent rect. 3 2
93 43.19 atmosphere 995.0 90 > th dose independent rect. 7 8
94 43.19 humidity 50.0 270 > th dose independent rect. 5 21
95 43.20 wind 9.0 270 < th dose independent rect. 17 9
102 43.21 temperature 10.0 270 > th dose independent rect. 2 15
103 43.21 atmosphere 1015.0 270 < th dose independent rect. 2 15
108 43.29 precipitation 0.1 270 < th dose independent rect. 2 15
110 43.29 humidity 60.0 270 > th dose dependent rect. 3 2
112 43.29 precipitation 0.1 270 < th dose dependent rect. 2 15
123 43.34 atmosphere 995.0 270 > th dose independent rect. 18 8
129 43.34 atmosphere 995.0 90 > th dose independent rect. 15 16
143 43.45 precipitation 0.1 270 < th dose independent rect. 17 9
145 43.45 precipitation 0.1 270 < th dose dependent rect. 17 9
147 43.47 temperature 30.0 270 < th dose independent rect. 18 8
156 43.57 precipitation 0.1 90 < th dose independent rect. 15 16
157 43.57 wind 9.0 270 < th dose independent rect. 5 22
158 43.57 temperature 10.0 270 > th dose dependent rect. 1 6
159 43.57 precipitation 0.1 90 < th dose dependent rect. 15 16
164 43.60 radiation 1.0 270 < th dose dependent rect. 3 2
165 43.61 humidity 60.0 270 > th dose dependent rect. 1 6
166 43.64 wind 7.0 270 < th dose independent rect. 3 2
167 43.65 temperature 15.0 10 > th dose independent rect. 20 8
179 43.69 precipitation 0.1 270 < th dose independent rect. 3 2
183 43.69 precipitation 0.1 270 < th dose dependent rect. 3 2
189 43.72 atmosphere 995.0 270 > th dose independent rect. 2 15
194 43.74 radiation 1.0 270 < th dose independent rect. 3 2
203 43.76 temperature 10.0 270 > th dose independent rect. 3 2
205 43.76 temperature 30.0 270 < th dose independent rect. 3 2
206 43.76 humidity 50.0 270 > th dose independent rect. 3 2
209 43.76 atmosphere 995.0 270 > th dose independent rect. 3 2
210 43.76 atmosphere 1010.0 270 < th dose independent rect. 3 2
221 43.79 wind 9.0 270 < th dose independent rect. 2 15
230 43.81 humidity 50.0 270 > th dose independent rect. 6 8
231 43.83 humidity 80.0 270 > th dose independent rect. 1 6
238 43.88 radiation 20.0 270 < th dose dependent rect. 1 6
239 43.89 humidity 50.0 90 > th dose dependent rect. 3 5
246 43.92 wind 9.0 270 < th dose dependent rect. 3 2
291 44.13 temperature 10.0 10 > th dose dependent rect. 20 8
299 44.16 wind 9.0 90 < th dose dependent rect. 3 5
302 44.18 wind 5.0 90 < th dose independent rect. 3 5
342 44.26 temperature 15.0 10 > th dose independent rect. 8 20
360 44.30 wind 5.0 270 < th dose independent rect. 1 5
380 44.36 wind 7.0 90 < th dose independent rect. 8 19
412 44.44 temperature 15.0 270 > th dose independent rect. 19 16
432 44.47 precipitation 0.1 270 < th dose independent rect. 1 6
433 44.47 precipitation 0.1 270 < th dose dependent rect. 1 6
436 44.48 precipitation 0.1 270 < th dose independent rect. 5 22
439 44.48 precipitation 0.1 270 < th dose dependent rect. 5 22
441 44.49 temperature 10.0 270 > th dose dependent rect. 18 7
473 44.53 wind 9.0 270 < th dose dependent rect. 6 7
496 44.58 temperature 10.0 270 > th dose independent rect. 1 6
498 44.58 temperature 30.0 270 < th dose independent rect. 1 6
499 44.58 humidity 50.0 270 > th dose independent rect. 1 6
501 44.58 atmosphere 995.0 270 > th dose independent rect. 1 6
548 44.67 humidity 90.0 270 < th dose independent rect. 18 19
562 44.71 radiation 1.0 10 > th dose independent rect. 8 8
589 44.76 temperature 30.0 10 < th dose independent rect. 20 8
590 44.76 humidity 50.0 10 > th dose independent rect. 20 8
593 44.76 atmosphere 995.0 10 > th dose independent rect. 20 8
594 44.76 radiation 1.0 10 < th dose independent rect. 20 8
599 44.76 temperature 10.0 10 > th dose independent rect. 4 16
601 44.76 atmosphere 1015.0 10 < th dose independent rect. 4 16
602 44.76 precipitation 0.1 270 < th dose independent rect. 6 19
606 44.76 temperature 10.0 10 > th dose dependent rect. 4 4
608 44.76 radiation 1.0 10 < th dose dependent rect. 20 8
613 44.76 precipitation 0.1 270 < th dose dependent rect. 6 19
624 44.79 wind 9.0 10 < th dose independent rect. 20 8
626 44.79 temperature 15.0 270 > th dose independent rect. 18 19
635 44.80 temperature 15.0 10 > th dose independent rect. 8 18
672 44.86 wind 9.0 10 < th dose independent rect. 8 20
677 44.87 temperature 10.0 10 > th dose dependent rect. 2 6
683 44.88 precipitation 0.1 10 < th dose independent rect. 4 16
684 44.88 precipitation 0.1 10 < th dose dependent rect. 4 16
704 44.94 humidity 50.0 10 > th dose dependent rect. 4 4
741 45.05 wind 1.0 270 > th dose independent rect. 2 16
748 45.08 wind 5.0 10 < th dose independent rect. 2 6
776 45.09 atmosphere 995.0 270 > th dose dependent rect. 3 2
802 45.16 wind 7.0 10 < th dose independent rect. 4 4
809 45.18 wind 9.0 10 < th dose dependent rect. 4 4
814 45.19 wind 9.0 10 < th dose independent rect. 8 8
818 45.19 humidity 70.0 90 > th dose dependent rect. 3 8
820 45.20 temperature 20.0 10 > th dose independent rect. 4 4
825 45.21 wind 1.0 90 > th dose independent rect. 7 8
838 45.24 temperature 10.0 10 > th dose independent rect. 4 4
840 45.24 temperature 30.0 10 < th dose independent rect. 4 4
841 45.24 humidity 50.0 10 > th dose independent rect. 4 4
843 45.24 atmosphere 995.0 10 > th dose independent rect. 4 4
844 45.24 atmosphere 1015.0 10 < th dose independent rect. 4 4
845 45.24 radiation 30.0 10 < th dose independent rect. 4 4
847 45.24 precipitation 0.1 10 < th dose independent rect. 4 4
852 45.24 precipitation 0.1 10 < th dose dependent rect. 4 4
868 45.28 precipitation 0.1 10 < th dose independent rect. 20 8
869 45.28 atmosphere 995.0 10 > th dose independent rect. 4 16
874 45.28 precipitation 0.1 10 < th dose dependent rect. 20 8
893 45.32 radiation 40.0 90 < th dose dependent rect. 15 16
898 45.34 wind 1.0 270 > th dose independent rect. 1 5
901 45.34 temperature 10.0 90 > th dose dependent rect. 7 8
914 45.38 wind 1.0 270 > th dose independent rect. 2 3
925 45.40 radiation 30.0 10 < th dose independent rect. 16 16
965 45.45 wind 1.0 270 > th dose independent rect. 18 8
972 45.46 temperature 10.0 10 > th dose independent rect. 8 8
974 45.46 atmosphere 1015.0 10 < th dose independent rect. 8 8
975 45.46 precipitation 0.1 10 < th dose independent rect. 8 8
976 45.46 temperature 10.0 10 > th dose independent rect. 16 16
980 45.46 precipitation 0.1 10 < th dose dependent rect. 8 8
1000 45.49 atmosphere 995.0 10 > th dose independent rect. 16 16