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Os02g0184400

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

Description : Similar to Sucrose-phosphate synthase 9 (EC 2.4.1.14).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.58 (0.0144) R2 : 2.68e-07
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.000334 (0.0303) R2dN8 : 3.46e-07 R2N8 : 2.68e-07
σ : 0.271
deviance : 33.66
__
_____
C
peak time of C : --
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
11.91 0.162 9.6 -0.658 0.378 -0.201 -0.195 0.827 -0.0825 4.74 47.8 312 -- --
12.45 0.164 9.6 -0.661 0.366 -0.238 -0.307 -- -0.0798 4.57 48.28 346 -- --
12 0.161 9.6 -0.652 0.374 -0.197 -- 0.922 -0.0807 4.73 47.52 329 -- --
12.75 0.166 9.59 -0.662 0.366 -0.272 -- -- -0.0757 4.69 47.54 309 -- --
17.02 0.192 9.59 -0.628 -- -0.47 -- 0.643 -0.0491 -- 44.43 427 -- --
13.18 0.17 9.6 -0.649 0.426 -- -0.381 -- -0.0827 4.35 -- -- -- --
13.57 0.173 9.59 -0.645 0.424 -- -- -- -0.0806 4.39 -- -- -- --
17.58 0.195 9.59 -0.643 -- -0.498 -- -- -0.0572 -- 44.75 418 -- --
24.11 0.229 9.58 -- 0.356 -0.185 -- -- -0.00244 4.58 46.06 362 -- --
23.23 0.225 9.6 -0.629 -- -- -- -- -0.0694 -- -- -- -- --
24.55 0.232 9.58 -- 0.412 -- -- -- -0.00876 4.42 -- -- -- --
27.15 0.243 9.59 -- -- -0.554 -- -- -0.029 -- 10 484 -- --
33.66 0.271 9.58 -- -- -- -- -- 0.000334 -- -- -- -- --

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 11.44 humidity 60.0 90 > th dose independent rect. 4 19
2 11.45 radiation 40.0 90 < th dose independent rect. 4 19
4 11.54 atmosphere 1000.0 270 > th dose independent rect. 19 23
6 11.56 humidity 50.0 90 > th dose dependent rect. 4 19
7 11.57 radiation 40.0 270 < th dose independent rect. 1 21
8 11.57 radiation 40.0 90 < th dose dependent rect. 4 19
9 11.58 radiation 30.0 90 < th dose dependent rect. 9 14
10 11.58 temperature 10.0 10 > th dose dependent rect. 5 19
11 11.58 temperature 10.0 90 > th dose dependent rect. 4 21
12 11.59 temperature 15.0 90 > th dose independent rect. 9 9
20 11.62 atmosphere 1000.0 90 > th dose independent rect. 23 5
21 11.62 radiation 40.0 90 < th dose independent rect. 4 10
23 11.63 atmosphere 1000.0 270 > th dose independent rect. 21 18
24 11.63 radiation 1.0 90 < th dose independent rect. 4 19
25 11.63 wind 1.0 14400 < th dose dependent rect. 9 4
26 11.63 wind 9.0 10 < th dose dependent rect. 11 7
31 11.64 atmosphere 1000.0 270 > th dose independent rect. 20 20
34 11.65 temperature 10.0 10 > th dose dependent rect. 5 21
35 11.66 atmosphere 1000.0 270 > th dose independent rect. 23 2
36 11.66 humidity 60.0 90 > th dose independent rect. 4 7
43 11.66 radiation 1.0 90 < th dose dependent rect. 4 19
45 11.67 humidity 90.0 90 < th dose dependent rect. 10 8
51 11.68 humidity 50.0 10 > th dose dependent rect. 5 18
52 11.69 atmosphere 1000.0 270 > th dose independent rect. 21 6
64 11.70 radiation 40.0 270 < th dose independent rect. 2 9
65 11.70 atmosphere 1000.0 10 > th dose independent rect. 23 19
74 11.71 wind 7.0 10 < th dose independent rect. 10 8
75 11.71 wind 9.0 14400 < th dose independent rect. 24 14
85 11.72 wind 9.0 14400 < th dose independent rect. 12 2
87 11.72 wind 9.0 14400 < th dose independent rect. 2 12
89 11.72 temperature 15.0 270 > th dose independent rect. 22 17
90 11.72 temperature 25.0 10 < th dose independent rect. 10 19
91 11.72 humidity 50.0 90 > th dose dependent rect. 4 10
95 11.73 temperature 25.0 4320 < th dose independent rect. 1 1
97 11.73 radiation 1.0 270 > th dose independent rect. 8 8
103 11.73 atmosphere 1015.0 90 < th dose independent rect. 4 19
109 11.73 radiation 40.0 270 < th dose dependent rect. 1 21
122 11.75 temperature 25.0 4320 < th dose independent rect. 23 3
125 11.75 temperature 15.0 90 > th dose independent rect. 23 5
126 11.75 wind 9.0 14400 < th dose independent rect. 7 7
147 11.76 precipitation 0.1 90 < th dose independent rect. 23 5
151 11.76 humidity 60.0 270 > th dose independent rect. 2 9
153 11.76 radiation 20.0 90 < th dose independent rect. 9 14
154 11.76 radiation 40.0 90 < th dose independent rect. 18 17
155 11.76 wind 7.0 10 < th dose independent rect. 23 19
156 11.76 temperature 25.0 90 < th dose independent rect. 9 19
159 11.76 precipitation 0.1 90 < th dose dependent rect. 23 5
165 11.77 wind 9.0 14400 > th dose independent rect. 5 9
166 11.77 wind 9.0 90 < th dose independent rect. 9 9
170 11.77 humidity 70.0 10 > th dose independent rect. 11 12
172 11.77 wind 9.0 14400 > th dose independent rect. 24 14
175 11.77 temperature 15.0 90 > th dose independent rect. 11 17
182 11.77 radiation 30.0 270 < th dose independent rect. 15 22
184 11.77 wind 9.0 14400 > th dose dependent rect. 12 2
189 11.78 temperature 25.0 4320 > th dose independent rect. 23 2
190 11.78 wind 9.0 14400 > th dose independent rect. 10 4
191 11.78 wind 9.0 14400 > th dose independent rect. 7 7
203 11.78 radiation 40.0 90 < th dose independent rect. 17 22
222 11.79 radiation 30.0 90 < th dose dependent sin 21 NA
223 11.79 humidity 80.0 14400 < th dose dependent rect. 4 1
232 11.80 temperature 15.0 270 > th dose independent rect. 23 2
234 11.80 wind 9.0 90 < th dose independent rect. 23 5
237 11.80 temperature 30.0 90 < th dose independent rect. 23 5
238 11.80 humidity 50.0 90 > th dose independent rect. 23 5
242 11.80 radiation 1.0 90 < th dose independent rect. 23 5
248 11.80 radiation 40.0 90 < th dose independent rect. 4 7
254 11.80 temperature 10.0 90 > th dose independent rect. 4 19
255 11.80 precipitation 0.1 90 < th dose independent rect. 4 19
258 11.80 humidity 50.0 90 > th dose dependent rect. 23 5
259 11.80 radiation 1.0 90 < th dose dependent rect. 23 5
267 11.80 wind 9.0 14400 > th dose dependent rect. 5 9
271 11.80 wind 9.0 14400 > th dose dependent rect. 24 14
273 11.80 precipitation 0.1 90 < th dose dependent rect. 4 19
283 11.81 humidity 50.0 270 > th dose independent rect. 16 16
308 11.81 radiation 1.0 270 < th dose dependent rect. 4 16
317 11.82 wind 1.0 14400 < th dose independent rect. 9 4
320 11.82 temperature 25.0 10 < th dose independent rect. 23 6
324 11.82 humidity 70.0 30 < th dose independent rect. 11 8
328 11.82 humidity 60.0 90 > th dose independent rect. 18 17
344 11.82 radiation 40.0 90 < th dose dependent rect. 3 22
348 11.83 temperature 10.0 1440 > th dose independent rect. 24 5
355 11.83 humidity 50.0 1440 > th dose independent rect. 24 5
364 11.83 atmosphere 995.0 1440 > th dose independent rect. 24 5
365 11.83 radiation 20.0 1440 < th dose independent rect. 24 5
384 11.83 atmosphere 1000.0 90 > th dose independent rect. 11 17
389 11.83 temperature 10.0 1440 > th dose independent rect. 5 19
394 11.83 atmosphere 1015.0 270 < th dose independent rect. 1 22
403 11.83 wind 9.0 10 < th dose dependent rect. 23 19
409 11.84 radiation 20.0 270 > th dose independent rect. 11 1
410 11.84 wind 9.0 270 < th dose independent rect. 23 2
412 11.84 temperature 30.0 270 < th dose independent rect. 23 2
413 11.84 humidity 50.0 270 > th dose independent rect. 23 2
417 11.84 radiation 1.0 270 < th dose independent rect. 23 2
422 11.84 precipitation 0.1 270 < th dose independent rect. 23 2
428 11.84 humidity 60.0 90 > th dose independent rect. 18 15
439 11.84 temperature 10.0 270 > th dose independent rect. 1 22
442 11.84 radiation 1.0 90 > th dose dependent sin 19 NA
444 11.84 temperature 25.0 4320 > th dose dependent rect. 23 1
446 11.84 humidity 50.0 270 > th dose dependent rect. 23 2
448 11.84 radiation 1.0 270 < th dose dependent rect. 23 2
453 11.84 precipitation 0.1 270 < th dose dependent rect. 23 2
456 11.84 radiation 40.0 90 < th dose dependent rect. 4 10
466 11.85 radiation 10.0 270 > th dose independent rect. 9 6
468 11.85 temperature 10.0 1440 > th dose independent rect. 11 8
475 11.85 humidity 50.0 4320 > th dose independent rect. 19 15
476 11.85 temperature 10.0 1440 > th dose independent rect. 19 16
480 11.85 atmosphere 995.0 1440 > th dose independent rect. 19 16
491 11.85 radiation 1.0 14400 < th dose dependent rect. 19 4
494 11.85 radiation 1.0 90 > th dose dependent rect. 10 8
511 11.85 radiation 40.0 90 < th dose dependent rect. 18 20
515 11.86 radiation 20.0 270 > th dose independent rect. 10 3
522 11.86 radiation 40.0 90 < th dose independent rect. 7 15
524 11.86 wind 9.0 90 < th dose independent rect. 11 17
527 11.86 temperature 15.0 90 > th dose independent rect. 23 19
535 11.86 atmosphere 995.0 270 > th dose dependent rect. 23 2
539 11.86 wind 9.0 90 < th dose dependent rect. 23 5
555 11.87 atmosphere 1000.0 10 > th dose independent rect. 23 6
564 11.87 wind 9.0 90 < th dose independent rect. 4 19
573 11.87 radiation 10.0 270 > th dose dependent rect. 9 5
585 11.87 wind 9.0 90 < th dose dependent rect. 11 17
588 11.87 atmosphere 1015.0 10 < th dose dependent rect. 5 19
645 11.88 humidity 80.0 14400 < th dose dependent rect. 1 1
652 11.88 atmosphere 995.0 90 > th dose dependent rect. 23 5
668 11.89 humidity 90.0 10 < th dose independent rect. 10 8
672 11.89 radiation 1.0 270 < th dose independent rect. 4 16
684 11.89 radiation 10.0 270 > th dose dependent rect. 10 3
719 11.90 wind 9.0 14400 > th dose independent sin 3 NA
721 11.90 wind 9.0 14400 < th dose independent sin 4 NA
723 11.90 wind 9.0 270 < th dose independent rect. 21 6
725 11.90 temperature 30.0 270 < th dose independent rect. 21 6
726 11.90 humidity 50.0 270 > th dose independent rect. 21 6
730 11.90 radiation 1.0 270 < th dose independent rect. 21 6
743 11.90 atmosphere 1015.0 90 < th dose independent rect. 9 9
747 11.90 wind 7.0 90 < th dose independent rect. 18 15
749 11.90 temperature 10.0 90 > th dose independent rect. 18 15
774 11.90 radiation 1.0 270 < th dose dependent rect. 21 6
793 11.91 humidity 80.0 14400 > th dose independent rect. 4 1
794 11.91 humidity 80.0 14400 < th dose independent rect. 4 1
801 11.91 precipitation 0.1 270 < th dose independent rect. 21 6
803 11.91 humidity 50.0 270 > th dose independent rect. 15 7
809 11.91 humidity 90.0 270 < th dose independent rect. 8 8
811 11.91 atmosphere 995.0 90 > th dose independent rect. 9 9
814 11.91 atmosphere 995.0 90 > th dose independent rect. 18 15
819 11.91 wind 9.0 14400 < th dose independent rect. 24 17
830 11.91 wind 9.0 270 < th dose dependent rect. 23 2
836 11.91 precipitation 0.1 270 < th dose dependent rect. 21 6
856 11.92 wind 1.0 14400 > th dose independent rect. 9 4
860 11.92 wind 9.0 90 < th dose independent rect. 4 7
861 11.92 temperature 10.0 90 > th dose independent rect. 4 7
864 11.92 atmosphere 995.0 90 > th dose independent rect. 4 7
865 11.92 atmosphere 1015.0 90 < th dose independent rect. 4 7
867 11.92 precipitation 0.1 270 < th dose independent rect. 20 8
871 11.92 wind 9.0 14400 < th dose independent rect. 3 14
873 11.92 radiation 40.0 90 < th dose independent rect. 18 15
877 11.92 wind 9.0 270 < th dose independent rect. 22 17
887 11.92 wind 9.0 270 < th dose independent rect. 19 23
898 11.92 precipitation 0.1 270 < th dose dependent rect. 20 8
918 11.93 radiation 1.0 90 > th dose independent sin 22 NA
919 11.93 radiation 1.0 90 < th dose independent sin 22 NA
920 11.93 wind 1.0 270 > th dose independent rect. 23 2
938 11.93 wind 9.0 14400 < th dose independent rect. 10 7
939 11.93 temperature 10.0 1440 > th dose independent rect. 5 7
947 11.93 atmosphere 995.0 1440 > th dose independent rect. 5 7
948 11.93 atmosphere 1015.0 270 < th dose independent rect. 15 7
949 11.93 precipitation 0.1 90 < th dose independent rect. 4 7
952 11.93 wind 9.0 270 < th dose independent rect. 20 8
954 11.93 temperature 30.0 270 < th dose independent rect. 20 8
956 11.93 humidity 50.0 270 > th dose independent rect. 20 8
960 11.93 radiation 1.0 270 < th dose independent rect. 20 8
974 11.93 wind 9.0 14400 > th dose independent rect. 4 13
983 11.93 atmosphere 1015.0 90 < th dose independent rect. 18 15
986 11.93 temperature 10.0 270 > th dose independent rect. 4 16
990 11.93 radiation 30.0 270 < th dose independent rect. 16 16
991 11.93 wind 9.0 14400 > th dose independent rect. 24 17
992 11.93 temperature 10.0 1440 > th dose independent rect. 12 17