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Os03g0657100

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

Description : U box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.71 (0.0243) R2 : 0.376
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.968 (0.059) R2dC : 0.37 R2C : 0.366
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.126 (0.051) R2dN8 : 0.0107 R2N8 : 0.0064
σ : 0.457
deviance : 95.37
__
_____
C
peak time of C : 21.9
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 = humidity, 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
74.52 0.406 7.68 0.496 0.91 0.849 0.519 0.354 -0.0246 23.2 73 363 -- --
74.59 0.402 7.68 0.484 0.912 0.888 0.487 -- -0.0207 23.2 72.13 362 -- --
75.64 0.405 7.68 0.49 0.901 0.857 -- 0.274 -0.0173 23.2 72 370 -- --
75.62 0.405 7.68 0.463 0.906 0.891 -- -- -0.0225 23.2 72 362 -- --
110.03 0.489 7.67 0.487 -- 0.964 -- 0.756 -0.027 -- 81.39 827 -- --
85.83 0.434 7.7 0.581 0.969 -- 0.586 -- -0.0623 21.9 -- -- -- --
87.16 0.437 7.7 0.558 0.966 -- -- -- -0.0635 21.9 -- -- -- --
111.47 0.492 7.66 0.425 -- 1.05 -- -- -0.00592 -- 79.31 825 -- --
81.22 0.42 7.69 -- 0.927 0.982 -- -- -0.0414 23.3 72 357 -- --
143.07 0.559 7.67 0.569 -- -- -- -- -0.0635 -- -- -- -- --
95.37 0.457 7.71 -- 0.968 -- -- -- -0.126 21.9 -- -- -- --
115.93 0.501 7.67 -- -- 1.12 -- -- -0.0411 -- 78.62 836 -- --
151.61 0.575 7.69 -- -- -- -- -- -0.127 -- -- -- -- --

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 65.57 temperature 15.0 270 > th dose independent rect. 18 17
3 66.35 humidity 60.0 270 > th dose independent rect. 16 9
4 66.38 wind 1.0 270 > th dose independent rect. 11 7
5 66.47 humidity 60.0 270 > th dose independent rect. 7 16
7 66.50 temperature 15.0 270 > th dose independent rect. 17 8
8 66.58 humidity 60.0 270 > th dose independent rect. 6 19
10 66.65 temperature 30.0 270 < th dose independent rect. 18 17
11 66.66 temperature 30.0 270 < th dose independent rect. 17 19
12 66.72 temperature 30.0 270 < th dose independent rect. 6 17
14 66.77 temperature 15.0 270 > th dose independent rect. 7 16
16 66.81 humidity 50.0 270 > th dose dependent rect. 22 9
17 66.94 temperature 30.0 270 < th dose independent rect. 6 19
20 67.08 temperature 15.0 10 > th dose independent rect. 20 16
34 67.32 precipitation 0.1 270 < th dose independent rect. 6 6
35 67.32 precipitation 0.1 270 < th dose dependent rect. 6 6
36 67.34 temperature 15.0 270 > th dose independent rect. 6 6
37 67.34 wind 9.0 270 < th dose independent rect. 12 18
39 67.35 atmosphere 995.0 270 > th dose independent rect. 6 6
40 67.35 atmosphere 1015.0 270 < th dose independent rect. 6 6
41 67.35 temperature 10.0 270 > th dose independent rect. 12 18
44 67.41 temperature 30.0 270 < th dose independent rect. 17 8
45 67.42 wind 9.0 270 < th dose independent rect. 6 6
51 67.57 humidity 50.0 270 > th dose independent rect. 6 6
54 67.63 wind 9.0 270 < th dose independent rect. 11 7
55 67.65 precipitation 0.1 270 < th dose independent rect. 18 17
57 67.65 precipitation 0.1 270 < th dose dependent rect. 18 17
59 67.66 radiation 10.0 270 < th dose independent rect. 17 8
61 67.69 temperature 10.0 270 > th dose independent rect. 11 7
62 67.69 atmosphere 1015.0 270 < th dose independent rect. 11 7
63 67.69 wind 9.0 270 < th dose independent rect. 18 17
65 67.71 temperature 30.0 270 < th dose independent rect. 6 6
66 67.74 humidity 50.0 270 > th dose independent rect. 18 17
70 67.79 atmosphere 995.0 270 > th dose independent rect. 18 17
80 68.02 humidity 60.0 270 > th dose independent rect. 17 19
81 68.04 precipitation 0.1 270 < th dose independent rect. 7 15
83 68.04 precipitation 0.1 270 < th dose dependent rect. 7 15
85 68.07 radiation 1.0 270 > th dose independent rect. 6 6
86 68.09 precipitation 0.1 270 < th dose independent rect. 17 8
87 68.09 precipitation 0.1 270 < th dose dependent rect. 17 8
93 68.15 temperature 10.0 270 > th dose dependent rect. 1 16
102 68.25 radiation 20.0 270 < th dose dependent rect. 17 8
111 68.33 humidity 80.0 270 > th dose independent rect. 23 8
114 68.36 radiation 20.0 270 < th dose independent rect. 22 9
115 68.37 radiation 1.0 270 > th dose independent rect. 4 8
133 68.43 precipitation 0.1 270 < th dose independent rect. 11 7
134 68.43 precipitation 0.1 270 < th dose dependent rect. 11 7
148 68.49 wind 9.0 270 < th dose independent rect. 1 16
151 68.52 precipitation 0.1 270 < th dose independent rect. 12 18
152 68.52 precipitation 0.1 270 < th dose dependent rect. 12 18
155 68.53 temperature 10.0 270 > th dose dependent rect. 18 7
157 68.54 temperature 10.0 1440 > th dose independent rect. 10 3
160 68.54 atmosphere 995.0 1440 > th dose independent rect. 10 3
161 68.54 wind 1.0 10 > th dose independent rect. 12 8
164 68.54 temperature 10.0 1440 > th dose independent rect. 13 21
167 68.55 temperature 10.0 270 > th dose independent rect. 22 9
168 68.55 temperature 30.0 270 < th dose independent rect. 22 9
169 68.55 humidity 50.0 270 > th dose independent rect. 22 9
171 68.55 atmosphere 995.0 270 > th dose independent rect. 22 9
180 68.56 wind 9.0 270 < th dose independent rect. 22 9
182 68.56 temperature 10.0 270 > th dose independent rect. 1 16
183 68.56 atmosphere 1015.0 270 < th dose independent rect. 1 16
185 68.57 wind 9.0 270 < th dose independent rect. 17 8
189 68.58 wind 9.0 10 < th dose independent rect. 20 16
192 68.60 wind 9.0 30 < th dose independent rect. 12 21
195 68.62 temperature 10.0 30 > th dose independent rect. 9 3
197 68.62 atmosphere 995.0 30 > th dose independent rect. 9 3
198 68.62 atmosphere 1015.0 30 < th dose independent rect. 9 3
199 68.62 precipitation 0.1 30 < th dose independent rect. 9 3
201 68.62 temperature 10.0 30 > th dose independent rect. 12 21
202 68.62 precipitation 0.1 30 < th dose dependent rect. 9 3
204 68.63 wind 9.0 10 < th dose independent rect. 12 8
209 68.66 radiation 1.0 30 > th dose independent rect. 9 3
210 68.66 temperature 10.0 10 > th dose independent rect. 12 8
212 68.66 atmosphere 1015.0 10 < th dose independent rect. 12 8
214 68.66 atmosphere 995.0 10 > th dose independent rect. 20 16
215 68.66 radiation 40.0 270 < th dose dependent rect. 22 9
216 68.67 wind 9.0 30 < th dose independent rect. 9 3
221 68.70 wind 1.0 30 > th dose independent rect. 9 3
237 68.77 humidity 90.0 30 < th dose independent rect. 9 3
239 68.78 wind 1.0 270 > th dose independent rect. 6 6
257 68.83 precipitation 0.1 30 < th dose independent rect. 20 16
258 68.83 precipitation 0.1 30 < th dose dependent rect. 20 16
279 68.87 temperature 10.0 270 > th dose dependent rect. 11 7
281 68.89 precipitation 0.1 270 < th dose independent rect. 22 9
282 68.89 precipitation 0.1 270 < th dose dependent rect. 22 9
286 68.91 precipitation 0.1 270 < th dose independent rect. 1 16
289 68.91 precipitation 0.1 270 < th dose dependent rect. 1 16
330 69.03 wind 9.0 270 < th dose independent rect. 7 15
331 69.03 wind 1.0 270 > th dose independent rect. 12 18
335 69.06 radiation 40.0 270 < th dose independent rect. 18 17
338 69.08 atmosphere 1015.0 270 < th dose independent rect. 7 15
341 69.11 atmosphere 995.0 270 > th dose independent rect. 17 8
343 69.12 precipitation 0.1 1440 < th dose independent rect. 10 3
345 69.12 precipitation 0.1 1440 < th dose dependent rect. 10 3
349 69.13 temperature 10.0 1440 > th dose independent rect. 13 8
353 69.13 temperature 10.0 1440 > th dose independent rect. 21 16
356 69.13 atmosphere 995.0 1440 > th dose independent rect. 21 16
375 69.25 precipitation 0.1 10 < th dose independent rect. 12 8
377 69.25 precipitation 0.1 10 < th dose dependent rect. 12 8
409 69.36 humidity 70.0 10 > th dose independent rect. 18 9
419 69.39 atmosphere 1015.0 270 < th dose dependent rect. 12 6
431 69.46 temperature 30.0 10 < th dose independent rect. 9 17
434 69.47 atmosphere 995.0 270 > th dose independent rect. 12 18
456 69.53 temperature 15.0 270 > th dose independent rect. 6 19
460 69.55 atmosphere 1015.0 270 < th dose independent rect. 18 18
466 69.59 atmosphere 1015.0 270 < th dose independent rect. 23 8
479 69.66 wind 1.0 270 > th dose independent rect. 7 4
509 69.73 temperature 10.0 270 > th dose dependent rect. 23 8
513 69.75 radiation 40.0 270 < th dose independent rect. 6 6
521 69.77 humidity 50.0 30 > th dose independent rect. 9 3
575 69.91 atmosphere 1015.0 10 < th dose independent rect. 20 16
586 69.94 temperature 10.0 30 > th dose dependent rect. 12 8
602 70.02 atmosphere 995.0 270 > th dose independent rect. 7 16
634 70.09 precipitation 0.1 30 < th dose independent rect. 12 21
635 70.09 precipitation 0.1 30 < th dose dependent rect. 12 21
643 70.13 atmosphere 995.0 270 > th dose independent rect. 12 6
653 70.17 wind 9.0 270 < th dose independent rect. 9 1
654 70.17 humidity 50.0 270 > th dose independent rect. 9 1
655 70.17 precipitation 0.1 270 < th dose independent rect. 9 1
656 70.17 radiation 40.0 270 < th dose independent rect. 7 4
657 70.17 precipitation 0.1 270 < th dose dependent rect. 9 1
658 70.18 temperature 10.0 270 > th dose independent rect. 9 1
659 70.18 atmosphere 995.0 270 > th dose independent rect. 9 1
660 70.18 atmosphere 1015.0 270 < th dose independent rect. 9 1
662 70.18 temperature 10.0 270 > th dose independent rect. 10 23
664 70.19 temperature 15.0 10 > th dose independent rect. 9 17
698 70.28 radiation 1.0 270 > th dose independent rect. 9 1
704 70.30 humidity 50.0 10 > th dose independent rect. 20 16
738 70.38 atmosphere 1015.0 10 < th dose dependent rect. 12 8
812 70.56 temperature 15.0 270 > th dose independent rect. 18 5
813 70.56 radiation 40.0 270 < th dose independent rect. 7 18
814 70.57 wind 1.0 270 > th dose independent rect. 9 1
830 70.61 wind 9.0 270 < th dose independent rect. 10 23
835 70.63 atmosphere 995.0 270 > th dose independent rect. 1 16
845 70.67 radiation 40.0 270 < th dose independent rect. 7 16
850 70.68 wind 9.0 270 < th dose dependent rect. 6 6
854 70.70 atmosphere 1015.0 270 < th dose independent rect. 17 8
863 70.71 temperature 10.0 10 > th dose dependent rect. 2 7
866 70.73 humidity 80.0 270 > th dose independent rect. 1 5
890 70.79 temperature 10.0 1440 > th dose independent rect. 19 18
893 70.79 atmosphere 995.0 1440 > th dose independent rect. 19 18
897 70.80 temperature 15.0 1440 > th dose independent rect. 8 5
899 70.80 wind 9.0 270 < th dose dependent rect. 12 6
910 70.84 atmosphere 1015.0 30 < th dose independent rect. 12 21
919 70.86 humidity 50.0 270 > th dose dependent rect. 1 5
924 70.87 temperature 10.0 30 > th dose dependent rect. 12 21
926 70.89 radiation 1.0 270 > th dose independent sin 5 NA
943 70.95 radiation 1.0 270 > th dose independent rect. 12 5
965 70.96 radiation 1.0 270 > th dose independent rect. 11 19
968 70.98 atmosphere 1015.0 270 < th dose independent rect. 12 18
987 71.01 temperature 10.0 270 > th dose dependent rect. 1 5
992 71.02 humidity 50.0 270 > th dose dependent rect. 7 16