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Os07g0651400

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.29 (0.025) R2 : 0.668
β1 : 1.85 (0.0916) R2dD : 0.31 R2D : 0.223
β2 : 1.44 (0.0653) R2dC : 0.358 R2C : 0.312
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.557 (0.0534) R2dN8 : 0.107 R2N8 : 0.0116
σ : 0.47
deviance : 100.8
__
_____
C
peak time of C : 17.7
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 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
85.15 0.434 8.27 1.94 1.4 1.14 -0.0864 -0.857 0.64 17.7 80 1401 -- --
85.77 0.431 8.27 1.88 1.39 1.11 -0.0985 -- 0.632 17.8 80.51 1387 -- --
85.17 0.43 8.27 1.94 1.4 1.14 -- -0.864 0.64 17.7 80 1400 -- --
85.79 0.431 8.27 1.87 1.39 1.09 -- -- 0.624 17.7 80.37 1387 -- --
182.11 0.629 8.24 1.9 -- 1.42 -- -0.669 0.625 -- 81 1320 -- --
100.8 0.471 8.29 1.85 1.44 -- 0.00707 -- 0.557 17.7 -- -- -- --
100.8 0.47 8.29 1.85 1.44 -- -- -- 0.557 17.7 -- -- -- --
182.45 0.629 8.25 1.84 -- 1.39 -- -- 0.613 -- 80.75 1320 -- --
166.8 0.602 8.27 -- 1.38 1.23 -- -- 0.627 17.9 84.38 2811 -- --
208.93 0.675 8.27 1.81 -- -- -- -- 0.523 -- -- -- -- --
191.3 0.647 8.33 -- 1.41 -- -- -- 0.351 17.7 -- -- -- --
263.38 0.756 8.24 -- -- 1.39 -- -- 0.624 -- 84.98 2747 -- --
295.09 0.802 8.31 -- -- -- -- -- 0.323 -- -- -- -- --

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 77.18 precipitation 0.1 270 < th dose independent rect. 3 3
2 77.18 precipitation 0.1 270 < th dose dependent rect. 3 3
3 77.72 wind 9.0 270 < th dose independent rect. 6 21
4 77.73 wind 5.0 270 < th dose independent rect. 3 3
6 78.09 precipitation 0.1 90 < th dose independent rect. 3 6
7 78.09 precipitation 0.1 90 < th dose dependent rect. 3 6
10 78.22 wind 5.0 90 < th dose independent rect. 3 5
12 78.28 temperature 10.0 270 > th dose independent rect. 3 3
14 78.28 temperature 30.0 270 < th dose independent rect. 3 3
15 78.28 humidity 50.0 270 > th dose independent rect. 3 3
18 78.28 atmosphere 995.0 270 > th dose independent rect. 3 3
19 78.28 atmosphere 1015.0 270 < th dose independent rect. 3 3
20 78.28 radiation 20.0 270 < th dose independent rect. 3 3
23 78.28 temperature 10.0 270 > th dose independent rect. 6 21
28 78.53 radiation 40.0 270 < th dose dependent rect. 3 3
29 78.54 wind 7.0 270 < th dose independent rect. 7 19
31 78.63 wind 9.0 90 < th dose independent rect. 9 18
32 78.64 radiation 40.0 90 < th dose independent rect. 3 6
35 78.69 wind 9.0 270 < th dose dependent rect. 3 3
38 78.73 humidity 60.0 90 > th dose independent rect. 3 6
46 78.82 temperature 10.0 30 > th dose independent rect. 4 5
48 78.82 temperature 30.0 30 < th dose independent rect. 4 5
51 78.82 atmosphere 995.0 30 > th dose independent rect. 4 5
52 78.82 atmosphere 1015.0 30 < th dose independent rect. 4 5
53 78.82 temperature 10.0 30 > th dose independent rect. 9 19
54 78.86 wind 9.0 90 < th dose dependent rect. 3 6
74 78.91 wind 9.0 90 < th dose dependent rect. 9 18
84 79.05 precipitation 0.1 270 < th dose independent rect. 1 7
85 79.05 precipitation 0.1 270 < th dose dependent rect. 1 7
117 79.22 atmosphere 1000.0 90 > th dose dependent rect. 4 4
118 79.22 temperature 10.0 90 > th dose dependent rect. 3 5
121 79.24 atmosphere 995.0 30 > th dose independent rect. 9 19
128 79.35 wind 9.0 270 < th dose independent rect. 5 23
129 79.37 wind 7.0 270 < th dose independent rect. 4 1
130 79.37 atmosphere 995.0 270 > th dose independent rect. 6 21
131 79.38 precipitation 0.1 270 < th dose independent rect. 6 21
134 79.38 precipitation 0.1 270 < th dose dependent rect. 6 21
159 79.59 temperature 10.0 270 > th dose independent rect. 4 1
161 79.59 temperature 30.0 270 < th dose independent rect. 4 1
162 79.59 humidity 50.0 270 > th dose independent rect. 4 1
165 79.59 atmosphere 995.0 270 > th dose independent rect. 4 1
166 79.59 atmosphere 1010.0 270 < th dose independent rect. 4 1
168 79.59 radiation 20.0 270 < th dose independent rect. 4 1
180 79.59 temperature 10.0 270 > th dose independent rect. 5 23
189 79.64 wind 9.0 270 < th dose dependent rect. 4 1
190 79.64 radiation 40.0 270 < th dose dependent rect. 4 1
197 79.69 precipitation 0.1 90 < th dose independent rect. 8 19
199 79.69 humidity 50.0 270 > th dose dependent rect. 3 3
201 79.69 precipitation 0.1 90 < th dose dependent rect. 8 19
204 79.71 temperature 15.0 90 > th dose independent rect. 15 17
207 79.72 wind 7.0 270 < th dose independent rect. 1 7
228 79.76 radiation 30.0 270 < th dose independent rect. 1 7
231 79.79 radiation 1.0 270 < th dose dependent rect. 4 1
233 79.80 radiation 1.0 270 < th dose independent rect. 4 1
235 79.80 precipitation 0.1 90 < th dose independent rect. 15 17
236 79.80 precipitation 0.1 90 < th dose dependent rect. 15 17
254 80.00 temperature 10.0 270 > th dose independent rect. 1 7
256 80.00 temperature 30.0 270 < th dose independent rect. 1 7
257 80.00 humidity 50.0 270 > th dose independent rect. 1 7
259 80.00 atmosphere 995.0 270 > th dose independent rect. 1 7
260 80.00 atmosphere 1015.0 270 < th dose independent rect. 1 7
275 80.12 atmosphere 995.0 270 > th dose dependent rect. 4 1
276 80.13 precipitation 0.1 270 < th dose independent rect. 3 15
277 80.13 precipitation 0.1 270 < th dose dependent rect. 3 15
315 80.31 humidity 50.0 270 > th dose dependent rect. 4 1
328 80.41 precipitation 0.1 90 < th dose independent rect. 8 7
331 80.41 precipitation 0.1 90 < th dose dependent rect. 8 7
333 80.42 temperature 10.0 90 > th dose independent rect. 8 7
334 80.42 atmosphere 1015.0 90 < th dose independent rect. 8 7
342 80.48 radiation 40.0 90 < th dose independent rect. 15 17
349 80.52 wind 7.0 270 < th dose independent rect. 18 9
350 80.53 atmosphere 995.0 90 > th dose independent rect. 8 7
354 80.56 precipitation 0.1 10 < th dose independent rect. 14 19
355 80.56 precipitation 0.1 10 < th dose dependent rect. 14 19
362 80.59 temperature 15.0 10 > th dose independent rect. 14 19
367 80.61 radiation 1.0 90 > th dose independent rect. 8 7
391 80.74 radiation 1.0 270 < th dose dependent rect. 18 9
408 80.79 wind 9.0 90 < th dose independent rect. 8 7
413 80.83 precipitation 0.1 10 < th dose independent rect. 16 17
416 80.83 precipitation 0.1 10 < th dose dependent rect. 16 17
418 80.84 radiation 1.0 30 > th dose independent rect. 18 15
431 80.87 radiation 1.0 10 > th dose independent rect. 5 4
460 80.92 humidity 50.0 270 > th dose dependent rect. 18 8
464 80.95 temperature 15.0 10 > th dose independent rect. 16 17
467 80.96 wind 1.0 270 > th dose independent rect. 2 5
475 80.99 wind 1.0 270 > th dose independent rect. 3 3
480 81.01 radiation 1.0 270 < th dose independent rect. 18 9
520 81.07 wind 9.0 90 < th dose independent rect. 15 17
529 81.12 atmosphere 995.0 270 > th dose independent rect. 18 9
530 81.13 radiation 1.0 10 > th dose independent rect. 9 5
535 81.15 atmosphere 1015.0 90 < th dose independent rect. 8 19
544 81.19 temperature 20.0 270 > th dose independent rect. 12 9
545 81.19 humidity 50.0 270 > th dose dependent rect. 2 5
582 81.30 temperature 10.0 270 > th dose independent rect. 18 9
583 81.30 humidity 50.0 270 > th dose independent rect. 18 9
587 81.30 temperature 10.0 270 > th dose independent rect. 3 15
588 81.30 atmosphere 1015.0 270 < th dose independent rect. 3 15
617 81.39 temperature 10.0 270 > th dose dependent rect. 1 7
626 81.47 temperature 10.0 10 > th dose independent rect. 9 5
628 81.47 atmosphere 995.0 10 > th dose independent rect. 9 5
629 81.47 atmosphere 1015.0 10 < th dose independent rect. 9 5
630 81.47 precipitation 0.1 10 < th dose independent rect. 9 5
636 81.47 precipitation 0.1 10 < th dose dependent rect. 9 5
678 81.61 temperature 10.0 270 > th dose dependent rect. 4 1
703 81.68 wind 9.0 90 < th dose dependent rect. 8 7
708 81.71 wind 1.0 90 > th dose independent rect. 8 7
709 81.72 temperature 10.0 1440 > th dose independent rect. 5 5
712 81.72 atmosphere 995.0 1440 > th dose independent rect. 5 5
713 81.72 atmosphere 1015.0 1440 < th dose independent rect. 5 5
714 81.72 temperature 10.0 1440 > th dose independent rect. 10 19
721 81.74 atmosphere 995.0 90 > th dose independent rect. 15 17
732 81.76 wind 9.0 10 < th dose independent rect. 9 5
733 81.76 atmosphere 995.0 10 > th dose independent rect. 9 7
738 81.79 temperature 10.0 10 > th dose independent rect. 9 7
740 81.79 atmosphere 1015.0 10 < th dose independent rect. 9 7
741 81.79 precipitation 0.1 10 < th dose independent rect. 9 7
743 81.79 precipitation 0.1 10 < th dose dependent rect. 9 7
750 81.81 temperature 10.0 1440 > th dose independent rect. 10 5
754 81.81 temperature 10.0 1440 > th dose independent rect. 15 19
800 81.98 wind 9.0 270 < th dose dependent rect. 9 1
811 82.00 wind 9.0 10 < th dose independent rect. 9 7
814 82.01 precipitation 0.1 270 < th dose independent rect. 18 9
815 82.01 precipitation 0.1 270 < th dose dependent rect. 18 9
821 82.04 wind 9.0 30 < th dose independent rect. 14 19
822 82.04 humidity 50.0 270 > th dose independent rect. 7 19
824 82.05 temperature 30.0 270 < th dose independent rect. 18 9
848 82.11 radiation 1.0 30 < th dose dependent sin 11 NA
859 82.15 humidity 50.0 270 > th dose independent rect. 6 21
874 82.22 wind 7.0 270 < th dose independent rect. 9 1
875 82.22 wind 1.0 90 > th dose independent rect. 9 18
882 82.24 wind 1.0 270 > th dose independent rect. 12 9
883 82.24 humidity 50.0 10 > th dose independent rect. 16 17
907 82.30 wind 9.0 10 < th dose independent rect. 16 17
917 82.33 precipitation 0.1 270 < th dose independent rect. 11 21
919 82.33 precipitation 0.1 270 < th dose dependent rect. 11 21
920 82.34 radiation 1.0 30 > th dose independent rect. 14 19
921 82.34 temperature 30.0 270 < th dose dependent rect. 4 1
929 82.36 wind 9.0 270 < th dose independent rect. 3 15
938 82.41 temperature 10.0 270 > th dose independent rect. 9 1
939 82.41 atmosphere 995.0 270 > th dose independent rect. 9 1
940 82.41 atmosphere 1015.0 270 < th dose independent rect. 9 1
943 82.41 temperature 10.0 270 > th dose independent rect. 10 23
949 82.42 precipitation 0.1 270 < th dose independent rect. 9 1
952 82.42 precipitation 0.1 270 < th dose dependent rect. 9 1
956 82.43 atmosphere 995.0 30 > th dose dependent rect. 9 19
965 82.45 humidity 50.0 30 > th dose independent rect. 9 19
996 82.51 humidity 50.0 90 > th dose independent rect. 15 17
999 82.52 humidity 50.0 270 > th dose independent rect. 9 1