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Os03g0711200

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

Description : Similar to Phosphatidylinositol 4-kinase alpha (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.8 (0.014) R2 : 0.121
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.234 (0.0295) R2dN8 : 0.156 R2N8 : 0.121
σ : 0.264
deviance : 31.99
__
_____
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 = temperature, 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
20.2 0.211 10.7 0.608 0.345 0.191 -0.161 1.38 0.312 5.73 18.73 2020 -- --
21.83 0.218 10.7 0.236 0.315 0.246 -0.262 -- 0.209 5.99 19.21 1170 -- --
20.26 0.21 10.7 0.608 0.344 0.192 -- 1.39 0.313 5.75 18.7 2017 -- --
21.98 0.218 10.7 0.236 0.317 0.245 -- -- 0.209 5.97 19.21 1161 -- --
25.45 0.235 10.7 0.619 -- 0.221 -- 1.36 0.318 -- 18.64 2735 -- --
23.38 0.227 10.7 0.319 0.33 -- -0.236 -- 0.261 5.53 -- -- -- --
23.52 0.227 10.7 0.318 0.329 -- -- -- 0.262 5.52 -- -- -- --
27.05 0.242 10.8 0.231 -- 0.276 -- -- 0.207 -- 19.13 1273 -- --
23.24 0.225 10.8 -- 0.319 0.325 -- -- 0.17 5.95 17.63 2544 -- --
29.14 0.252 10.7 0.329 -- -- -- -- 0.27 -- -- -- -- --
26.18 0.239 10.7 -- 0.334 -- -- -- 0.227 5.48 -- -- -- --
28.21 0.247 10.8 -- -- 0.437 -- -- 0.171 -- 14.5 1279 -- --
31.99 0.264 10.8 -- -- -- -- -- 0.234 -- -- -- -- --

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 19.34 atmosphere 1000.0 90 > th dose independent rect. 19 8
2 19.43 radiation 10.0 270 < th dose independent rect. 15 11
3 19.43 radiation 30.0 270 < th dose dependent rect. 15 11
5 19.52 atmosphere 1000.0 270 > th dose independent rect. 17 9
7 19.53 atmosphere 995.0 90 > th dose dependent rect. 19 8
12 19.69 humidity 90.0 270 < th dose independent rect. 23 13
15 19.71 humidity 90.0 270 < th dose independent rect. 18 18
17 19.74 humidity 90.0 270 > th dose independent rect. 23 8
24 19.79 temperature 30.0 270 < th dose independent rect. 6 8
25 19.79 temperature 10.0 90 > th dose dependent rect. 3 16
26 19.80 temperature 25.0 4320 > th dose independent rect. 22 2
27 19.80 atmosphere 1015.0 10 < th dose dependent rect. 14 19
29 19.81 temperature 25.0 4320 < th dose independent rect. 22 2
35 19.82 temperature 30.0 90 < th dose independent rect. 9 18
36 19.82 humidity 70.0 270 > th dose dependent rect. 1 6
38 19.83 temperature 25.0 4320 < th dose independent rect. 20 4
45 19.84 humidity 70.0 270 > th dose dependent rect. 23 8
55 19.86 radiation 10.0 270 < th dose dependent rect. 8 18
64 19.89 temperature 30.0 270 < th dose independent rect. 7 5
66 19.89 wind 9.0 90 < th dose independent rect. 19 8
67 19.89 temperature 10.0 270 > th dose dependent rect. 12 6
71 19.89 temperature 10.0 270 > th dose dependent rect. 12 19
72 19.90 temperature 25.0 270 > th dose independent rect. 12 5
75 19.90 temperature 10.0 90 > th dose independent rect. 19 8
76 19.90 temperature 30.0 90 < th dose independent rect. 19 8
77 19.90 humidity 50.0 90 > th dose independent rect. 19 8
80 19.90 radiation 1.0 90 < th dose independent rect. 19 8
85 19.90 temperature 10.0 270 > th dose independent rect. 17 9
91 19.90 temperature 10.0 270 > th dose independent rect. 2 15
92 19.90 atmosphere 1015.0 270 < th dose independent rect. 2 15
95 19.90 radiation 1.0 90 < th dose dependent rect. 19 8
102 19.90 temperature 10.0 270 > th dose dependent rect. 12 10
105 19.90 temperature 10.0 270 > th dose dependent rect. 11 21
106 19.91 wind 9.0 270 < th dose independent rect. 17 9
107 19.91 precipitation 0.1 270 < th dose independent rect. 17 9
108 19.91 temperature 30.0 270 < th dose independent rect. 7 18
111 19.91 precipitation 0.1 270 < th dose dependent rect. 17 9
112 19.91 atmosphere 1015.0 270 < th dose dependent rect. 12 18
119 19.93 precipitation 0.1 90 < th dose independent rect. 19 8
122 19.93 wind 9.0 90 < th dose independent rect. 3 16
124 19.93 precipitation 0.1 90 < th dose dependent rect. 19 8
144 19.95 humidity 50.0 270 > th dose independent rect. 17 9
147 19.95 precipitation 0.1 270 < th dose independent rect. 2 15
151 19.95 precipitation 0.1 270 < th dose dependent rect. 2 15
153 19.96 humidity 50.0 270 > th dose independent rect. 7 5
154 19.96 precipitation 0.1 270 < th dose independent rect. 6 6
160 19.96 precipitation 0.1 270 < th dose dependent rect. 6 6
167 19.97 temperature 10.0 270 > th dose independent rect. 6 6
169 19.97 atmosphere 995.0 270 > th dose independent rect. 6 6
170 19.97 atmosphere 1015.0 270 < th dose independent rect. 6 6
171 19.97 radiation 1.0 270 > th dose independent rect. 6 6
174 19.97 temperature 10.0 270 > th dose independent rect. 12 18
181 19.98 wind 9.0 270 < th dose independent rect. 7 5
187 19.98 wind 9.0 270 < th dose independent rect. 12 18
198 19.99 wind 1.0 10 > th dose independent rect. 9 5
201 19.99 atmosphere 995.0 270 > th dose dependent rect. 17 9
234 20.02 temperature 15.0 30 > th dose dependent rect. 12 21
259 20.04 precipitation 0.1 270 < th dose independent rect. 12 18
264 20.04 precipitation 0.1 270 < th dose dependent rect. 12 18
273 20.05 temperature 30.0 270 < th dose independent rect. 17 9
289 20.06 radiation 10.0 270 > th dose independent rect. 12 19
306 20.07 temperature 10.0 10 > th dose dependent rect. 14 19
319 20.09 radiation 10.0 270 < th dose independent rect. 9 16
339 20.11 humidity 90.0 270 > th dose independent sin 8 NA
344 20.11 atmosphere 995.0 30 > th dose independent rect. 9 18
358 20.12 temperature 15.0 4320 > th dose dependent rect. 21 1
370 20.13 atmosphere 995.0 270 > th dose independent rect. 7 18
382 20.14 wind 1.0 270 > th dose independent rect. 6 6
385 20.14 radiation 40.0 270 < th dose dependent sin 14 NA
386 20.14 temperature 25.0 4320 > th dose dependent rect. 21 2
403 20.15 temperature 30.0 4320 < th dose dependent rect. 21 1
404 20.15 humidity 80.0 270 > th dose dependent rect. 3 3
428 20.17 temperature 10.0 10 > th dose independent rect. 9 5
430 20.17 atmosphere 995.0 10 > th dose independent rect. 9 5
431 20.17 atmosphere 1015.0 10 < th dose independent rect. 9 5
432 20.17 precipitation 0.1 10 < th dose independent rect. 9 5
442 20.17 temperature 10.0 10 > th dose independent rect. 14 19
446 20.17 precipitation 0.1 10 < th dose dependent rect. 9 5
449 20.17 temperature 20.0 1440 > th dose dependent rect. 17 9
454 20.18 temperature 30.0 10 < th dose independent rect. 9 5
455 20.18 radiation 1.0 30 > th dose independent rect. 9 5
457 20.18 humidity 90.0 270 < th dose independent rect. 12 6
463 20.18 radiation 1.0 270 > th dose dependent sin 14 NA
497 20.19 temperature 25.0 720 > th dose dependent rect. 17 15
498 20.20 wind 9.0 10 < th dose independent rect. 9 5
503 20.20 humidity 50.0 90 > th dose dependent rect. 3 6
511 20.20 radiation 1.0 270 > th dose dependent rect. 14 17
514 20.21 temperature 25.0 270 > th dose independent rect. 14 2
516 20.21 humidity 90.0 270 > th dose independent rect. 3 3
518 20.21 temperature 10.0 1440 > th dose independent rect. 10 5
527 20.21 wind 9.0 10 < th dose independent rect. 14 19
529 20.21 temperature 10.0 1440 > th dose independent rect. 15 19
532 20.21 temperature 20.0 1440 > th dose dependent sin 13 NA
547 20.21 radiation 1.0 270 > th dose dependent rect. 12 19
550 20.21 temperature 20.0 1440 > th dose dependent rect. 17 20
553 20.22 wind 9.0 270 < th dose independent rect. 1 6
555 20.22 temperature 10.0 270 > th dose independent rect. 1 6
558 20.22 temperature 30.0 270 < th dose independent rect. 1 6
559 20.22 humidity 50.0 270 > th dose independent rect. 1 6
561 20.22 atmosphere 995.0 270 > th dose independent rect. 1 6
563 20.22 atmosphere 1015.0 270 < th dose independent rect. 1 6
565 20.22 radiation 20.0 270 < th dose independent rect. 1 6
568 20.22 wind 1.0 270 > th dose independent rect. 17 9
572 20.22 temperature 10.0 270 > th dose independent rect. 7 18
588 20.22 temperature 20.0 1440 > th dose dependent rect. 20 17
613 20.23 atmosphere 1015.0 270 < th dose independent rect. 12 19
635 20.24 precipitation 0.1 270 < th dose independent rect. 1 6
642 20.24 precipitation 0.1 30 < th dose independent rect. 14 19
643 20.24 temperature 20.0 1440 > th dose dependent sin 10 NA
647 20.24 precipitation 0.1 270 < th dose dependent rect. 1 6
662 20.24 precipitation 0.1 30 < th dose dependent rect. 14 19
676 20.25 temperature 30.0 270 < th dose independent rect. 17 19
677 20.25 temperature 20.0 1440 > th dose dependent sin 8 NA
685 20.25 temperature 10.0 90 > th dose dependent rect. 19 8
700 20.26 humidity 50.0 270 > th dose independent rect. 9 1
701 20.26 precipitation 0.1 270 < th dose independent rect. 9 1
705 20.26 wind 7.0 30 < th dose independent rect. 3 6
714 20.26 precipitation 0.1 270 < th dose independent rect. 7 18
715 20.26 radiation 40.0 30 < th dose independent rect. 14 19
718 20.26 precipitation 0.1 270 < th dose dependent rect. 9 1
735 20.26 precipitation 0.1 270 < th dose dependent rect. 7 18
740 20.27 wind 9.0 270 < th dose independent rect. 9 1
741 20.27 temperature 10.0 270 > th dose independent rect. 9 1
742 20.27 atmosphere 995.0 270 > th dose independent rect. 9 1
743 20.27 atmosphere 1015.0 270 < th dose independent rect. 9 1
745 20.27 temperature 10.0 30 > th dose independent rect. 3 6
748 20.27 temperature 30.0 30 < th dose independent rect. 3 6
750 20.27 humidity 50.0 30 > th dose independent rect. 3 6
752 20.27 atmosphere 995.0 30 > th dose independent rect. 3 6
753 20.27 atmosphere 1015.0 30 < th dose independent rect. 3 6
771 20.27 wind 9.0 270 < th dose independent rect. 7 18
772 20.27 wind 9.0 30 < th dose independent rect. 9 18
773 20.27 temperature 10.0 30 > th dose independent rect. 9 18
778 20.27 temperature 10.0 270 > th dose independent rect. 10 23
796 20.27 temperature 20.0 1440 > th dose dependent rect. 20 14
806 20.28 radiation 10.0 270 < th dose independent sin 15 NA
816 20.28 radiation 1.0 270 > th dose dependent rect. 14 2
822 20.28 wind 9.0 30 < th dose dependent rect. 3 6
851 20.29 precipitation 0.1 30 < th dose independent rect. 3 6
873 20.29 precipitation 0.1 30 < th dose dependent rect. 3 6
889 20.30 radiation 20.0 270 > th dose independent rect. 14 2
907 20.30 precipitation 0.1 270 < th dose independent rect. 18 18
930 20.30 precipitation 0.1 270 < th dose dependent rect. 18 18
937 20.31 radiation 40.0 90 < th dose independent rect. 3 6
938 20.31 temperature 25.0 270 < th dose independent rect. 23 8
953 20.31 wind 9.0 90 < th dose dependent rect. 19 8
967 20.31 temperature 20.0 1440 > th dose dependent rect. 12 17
985 20.32 temperature 10.0 1440 > th dose independent rect. 4 6
990 20.32 atmosphere 995.0 1440 > th dose independent rect. 4 6
991 20.32 atmosphere 1015.0 1440 < th dose independent rect. 4 6
993 20.32 precipitation 0.1 270 < th dose independent rect. 12 6