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Os08g0530600

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0194) R2 : 0.00271
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0454 (0.0408) R2dN8 : 0.0035 R2N8 : 0.00271
σ : 0.365
deviance : 61.02
__
_____
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 = 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
23.01 0.225 10.7 -0.874 0.394 -0.383 -0.552 -1.29 -0.166 10.5 61 6143 -- --
25.09 0.233 10.7 -0.923 0.401 -0.362 -0.54 -- -0.149 10.6 62 7576 -- --
24.12 0.229 10.7 -0.877 0.401 -0.357 -- -1.31 -0.166 10.1 59.6 6088 -- --
26.09 0.238 10.7 -0.99 0.402 -0.368 -- -- -0.138 9.95 62.6 8402 -- --
33.73 0.271 10.7 -0.886 -- -0.378 -- -1.32 -0.175 -- 60 6290 -- --
27.47 0.246 10.7 -0.892 0.405 -- -0.515 -- -0.144 10.5 -- -- -- --
28.47 0.25 10.7 -0.914 0.412 -- -- -- -0.147 10.1 -- -- -- --
35.23 0.276 10.7 -1.01 -- -0.459 -- -- -0.129 -- 65.01 8120 -- --
37.61 0.286 10.7 -- 0.409 -0.695 -- -- -0.146 9.89 49.99 4376 -- --
38.73 0.291 10.7 -0.919 -- -- -- -- -0.147 -- -- -- -- --
50.47 0.332 10.7 -- 0.416 -- -- -- -0.045 10.3 -- -- -- --
46.48 0.318 10.7 -- -- -0.74 -- -- -0.144 -- 49 4376 -- --
61.02 0.365 10.7 -- -- -- -- -- -0.0454 -- -- -- -- --

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 21.97 wind 9.0 270 < th dose independent rect. 13 17
2 22.00 radiation 1.0 270 > th dose independent rect. 5 8
14 22.04 precipitation 0.1 270 < th dose independent rect. 13 17
15 22.04 precipitation 0.1 270 < th dose dependent rect. 13 17
16 22.06 wind 9.0 270 < th dose independent rect. 12 7
17 22.06 temperature 10.0 270 > th dose independent rect. 6 7
18 22.06 atmosphere 995.0 270 > th dose independent rect. 6 7
19 22.06 atmosphere 1015.0 270 < th dose independent rect. 6 7
20 22.06 precipitation 0.1 270 < th dose independent rect. 6 7
21 22.06 temperature 10.0 270 > th dose independent rect. 13 17
22 22.06 precipitation 0.1 270 < th dose dependent rect. 6 7
31 22.12 humidity 50.0 270 > th dose independent rect. 6 7
35 22.14 precipitation 0.1 270 < th dose independent rect. 12 7
36 22.14 precipitation 0.1 270 < th dose dependent rect. 12 7
55 22.20 temperature 10.0 270 > th dose independent rect. 12 6
59 22.20 atmosphere 1015.0 270 < th dose independent rect. 12 6
60 22.20 wind 1.0 270 > th dose independent rect. 12 7
65 22.20 temperature 10.0 270 > th dose independent rect. 19 17
66 22.20 atmosphere 995.0 270 > th dose independent rect. 19 17
70 22.21 humidity 90.0 270 < th dose independent rect. 12 6
72 22.21 temperature 30.0 270 < th dose independent rect. 6 7
78 22.23 precipitation 0.1 270 < th dose independent rect. 19 17
79 22.23 precipitation 0.1 270 < th dose dependent rect. 19 17
82 22.25 temperature 30.0 270 < th dose independent rect. 18 18
85 22.26 wind 9.0 270 < th dose independent rect. 6 7
98 22.31 wind 1.0 270 > th dose independent rect. 6 7
101 22.31 wind 9.0 270 < th dose independent rect. 18 18
123 22.40 atmosphere 995.0 270 > th dose independent rect. 13 17
124 22.40 temperature 10.0 270 > th dose dependent rect. 12 6
125 22.40 atmosphere 1015.0 270 < th dose dependent rect. 12 6
131 22.42 humidity 50.0 270 > th dose independent rect. 19 17
136 22.43 humidity 70.0 270 > th dose independent rect. 23 9
141 22.45 wind 7.0 270 < th dose independent rect. 1 16
145 22.46 atmosphere 1015.0 270 < th dose independent rect. 13 17
146 22.46 atmosphere 1015.0 90 < th dose dependent rect. 13 8
166 22.51 atmosphere 995.0 270 > th dose dependent rect. 6 7
173 22.54 precipitation 0.1 270 < th dose independent rect. 13 4
177 22.54 wind 1.0 270 > th dose independent rect. 12 18
179 22.54 precipitation 0.1 270 < th dose dependent rect. 13 4
182 22.55 atmosphere 995.0 270 > th dose independent rect. 12 6
184 22.55 humidity 50.0 270 > th dose independent rect. 7 16
192 22.57 temperature 10.0 270 > th dose independent rect. 13 4
194 22.57 atmosphere 1010.0 270 < th dose independent rect. 13 4
202 22.57 temperature 10.0 270 > th dose independent rect. 17 20
232 22.60 radiation 40.0 10 < th dose dependent rect. 14 19
234 22.61 wind 9.0 90 < th dose independent rect. 15 16
248 22.63 radiation 30.0 270 < th dose independent rect. 23 9
252 22.63 radiation 40.0 270 < th dose dependent rect. 23 9
280 22.67 radiation 40.0 90 < th dose independent rect. 13 8
290 22.68 precipitation 0.1 90 < th dose independent rect. 15 16
294 22.68 precipitation 0.1 90 < th dose dependent rect. 15 16
299 22.69 radiation 40.0 90 < th dose independent rect. 14 17
309 22.70 radiation 40.0 270 < th dose independent rect. 18 18
322 22.72 atmosphere 1015.0 270 < th dose independent rect. 23 8
324 22.72 temperature 10.0 90 > th dose independent rect. 15 16
325 22.72 temperature 30.0 270 < th dose independent rect. 7 17
330 22.73 wind 9.0 270 < th dose independent rect. 23 8
331 22.73 temperature 10.0 270 > th dose independent rect. 23 8
332 22.73 temperature 30.0 270 < th dose independent rect. 23 8
333 22.73 humidity 50.0 270 > th dose independent rect. 23 8
336 22.73 atmosphere 995.0 270 > th dose independent rect. 23 8
340 22.73 temperature 10.0 270 > th dose independent rect. 7 16
346 22.73 wind 9.0 270 < th dose dependent rect. 12 6
367 22.75 precipitation 0.1 270 < th dose independent rect. 23 8
372 22.75 precipitation 0.1 270 < th dose dependent rect. 23 8
380 22.77 radiation 1.0 270 > th dose independent sin 5 NA
402 22.79 radiation 1.0 270 > th dose independent rect. 12 7
404 22.79 radiation 1.0 10 > th dose independent rect. 7 8
444 22.82 atmosphere 995.0 270 > th dose independent rect. 7 16
471 22.85 precipitation 0.1 270 < th dose independent rect. 7 16
474 22.85 radiation 40.0 10 < th dose independent rect. 15 18
476 22.85 precipitation 0.1 270 < th dose dependent rect. 7 16
491 22.88 radiation 1.0 10 > th dose independent rect. 9 6
498 22.88 atmosphere 995.0 10 > th dose dependent rect. 9 6
516 22.90 temperature 15.0 270 > th dose independent rect. 1 16
519 22.90 humidity 90.0 270 < th dose dependent rect. 12 5
524 22.91 wind 1.0 270 > th dose independent rect. 8 15
526 22.91 humidity 50.0 270 > th dose dependent rect. 23 9
531 22.92 wind 9.0 10 < th dose independent rect. 15 16
556 22.94 radiation 10.0 270 < th dose independent rect. 17 8
566 22.95 precipitation 0.1 10 < th dose independent rect. 7 8
569 22.95 wind 9.0 10 < th dose independent rect. 15 18
576 22.95 precipitation 0.1 10 < th dose dependent rect. 7 8
590 22.97 temperature 10.0 10 > th dose independent rect. 7 8
592 22.97 atmosphere 995.0 10 > th dose independent rect. 7 8
593 22.97 atmosphere 1015.0 10 < th dose independent rect. 7 8
594 22.97 radiation 40.0 10 < th dose independent rect. 13 8
596 22.97 temperature 10.0 10 > th dose independent rect. 15 16
606 22.98 radiation 1.0 270 > th dose independent rect. 13 4
614 22.98 atmosphere 1015.0 270 < th dose independent rect. 19 17
617 22.98 atmosphere 995.0 10 > th dose dependent rect. 7 8
619 22.98 radiation 10.0 270 < th dose dependent rect. 17 8
649 23.01 wind 9.0 10 < th dose independent rect. 13 8
652 23.01 humidity 50.0 270 > th dose independent rect. 17 8
691 23.03 humidity 70.0 270 > th dose independent rect. 17 8
709 23.04 precipitation 0.1 270 < th dose independent rect. 1 16
713 23.04 temperature 10.0 10 > th dose dependent rect. 15 6
717 23.04 precipitation 0.1 270 < th dose dependent rect. 1 16
732 23.06 temperature 10.0 10 > th dose independent rect. 9 6
735 23.06 atmosphere 995.0 10 > th dose independent rect. 9 6
736 23.06 atmosphere 1015.0 10 < th dose independent rect. 9 6
737 23.06 precipitation 0.1 10 < th dose independent rect. 9 6
744 23.06 atmosphere 1015.0 90 < th dose independent rect. 15 16
745 23.06 precipitation 0.1 10 < th dose independent rect. 15 16
746 23.06 temperature 10.0 10 > th dose independent rect. 15 18
750 23.06 precipitation 0.1 10 < th dose dependent rect. 9 6
754 23.06 precipitation 0.1 10 < th dose dependent rect. 15 16
760 23.07 wind 1.0 10 > th dose independent rect. 7 8
764 23.07 temperature 10.0 270 > th dose independent rect. 17 8
775 23.07 atmosphere 1015.0 270 < th dose independent rect. 1 16
791 23.08 wind 9.0 10 < th dose independent rect. 15 5
794 23.08 wind 9.0 270 < th dose independent rect. 17 8
796 23.08 temperature 30.0 270 < th dose independent rect. 17 8
824 23.09 temperature 10.0 270 > th dose dependent rect. 2 16
834 23.10 atmosphere 995.0 90 > th dose independent rect. 15 16
838 23.10 humidity 90.0 270 < th dose dependent rect. 13 3
846 23.11 wind 1.0 270 > th dose independent rect. 24 7
849 23.11 radiation 40.0 270 < th dose independent rect. 6 7
867 23.12 precipitation 0.1 10 < th dose independent rect. 15 5
890 23.12 precipitation 0.1 10 < th dose independent rect. 15 18
892 23.12 precipitation 0.1 10 < th dose dependent rect. 15 5
898 23.12 precipitation 0.1 10 < th dose dependent rect. 15 18
904 23.13 precipitation 0.1 270 < th dose independent rect. 17 8
914 23.13 precipitation 0.1 270 < th dose dependent rect. 17 8
916 23.14 temperature 10.0 10 > th dose independent rect. 15 5
918 23.14 atmosphere 1010.0 10 < th dose independent rect. 15 5
924 23.14 temperature 10.0 1440 > th dose independent rect. 8 8
934 23.14 temperature 10.0 1440 > th dose independent rect. 16 16
939 23.14 temperature 10.0 10 > th dose independent rect. 20 19
940 23.14 atmosphere 995.0 10 > th dose independent rect. 20 19
956 23.15 temperature 10.0 10 > th dose independent rect. 13 8
958 23.15 atmosphere 1010.0 10 < th dose independent rect. 13 8
963 23.15 temperature 10.0 10 > th dose independent rect. 21 16
965 23.15 atmosphere 995.0 10 > th dose independent rect. 21 16
978 23.16 radiation 40.0 10 < th dose independent rect. 15 5
983 23.16 wind 1.0 270 > th dose independent rect. 18 18
992 23.16 atmosphere 995.0 270 > th dose dependent rect. 7 16
994 23.17 temperature 10.0 1440 > th dose independent rect. 10 6