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Os12g0172500

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

Description : WD40-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12 (0.0109) R2 : 0.0912
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.155 (0.0229) R2dN8 : 0.118 R2N8 : 0.0912
σ : 0.205
deviance : 19.26
__
_____
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
11.65 0.16 12 -0.258 0.329 -0.435 -0.175 -0.168 0.0953 0.649 21.28 19 -- --
11.67 0.16 12 -0.268 0.327 -0.394 -0.206 -- 0.094 0.635 21.28 19 -- --
11.76 0.161 12 -0.242 0.334 -0.449 -- -0.293 0.0972 0.654 21.4 19 -- --
11.84 0.161 12 -0.259 0.328 -0.386 -- -- 0.0949 0.631 21.4 10 -- --
16 0.186 12 -0.298 -- -0.4 -- 0.147 0.0601 -- 22.78 904 -- --
13.04 0.169 12 -0.2 0.287 -- -0.185 -- 0.129 0.586 -- -- -- --
13.18 0.17 12 -0.193 0.288 -- -- -- 0.13 0.573 -- -- -- --
16.01 0.186 12 -0.298 -- -0.433 -- -- 0.0708 -- 22.7 897 -- --
13.47 0.172 12 -- 0.312 -0.266 -- -- 0.132 0.577 21.4 10 -- --
18.38 0.2 12 -0.183 -- -- -- -- 0.135 -- -- -- -- --
14.16 0.176 12 -- 0.285 -- -- -- 0.151 0.54 -- -- -- --
18.06 0.198 12 -- -- -0.285 -- -- 0.119 -- 22.9 878 -- --
19.26 0.205 12 -- -- -- -- -- 0.155 -- -- -- -- --

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 11.30 humidity 90.0 14400 > th dose dependent rect. 7 1
2 11.33 radiation 1.0 1440 > th dose independent rect. 10 3
8 11.35 radiation 1.0 1440 < th dose independent rect. 9 4
10 11.35 radiation 1.0 1440 < th dose dependent rect. 9 4
11 11.35 precipitation 0.1 4320 > th dose dependent rect. 1 8
13 11.36 precipitation 0.1 14400 > th dose dependent rect. 19 1
15 11.37 precipitation 0.1 4320 > th dose independent rect. 1 8
16 11.37 precipitation 0.1 4320 < th dose independent rect. 1 8
18 11.37 precipitation 0.1 4320 < th dose dependent rect. 1 8
20 11.38 temperature 20.0 10 > th dose independent rect. 3 23
23 11.39 precipitation 0.1 14400 > th dose independent rect. 19 1
24 11.39 precipitation 0.1 14400 < th dose independent rect. 19 1
30 11.39 precipitation 0.1 14400 < th dose dependent rect. 19 1
43 11.42 temperature 20.0 10 > th dose independent rect. 1 23
53 11.43 radiation 20.0 1440 < th dose dependent rect. 11 1
65 11.45 humidity 90.0 14400 > th dose independent rect. 7 1
68 11.45 temperature 20.0 10 > th dose independent rect. 18 15
95 11.48 temperature 20.0 10 > th dose independent rect. 12 21
96 11.48 humidity 90.0 720 > th dose dependent rect. 20 1
98 11.49 humidity 90.0 14400 > th dose independent rect. 7 3
110 11.50 radiation 1.0 1440 < th dose independent rect. 13 1
111 11.50 wind 9.0 14400 < th dose independent rect. 9 2
113 11.50 wind 9.0 14400 > th dose independent rect. 7 4
115 11.50 wind 3.0 14400 < th dose dependent rect. 1 1
116 11.50 radiation 1.0 1440 < th dose dependent rect. 13 1
119 11.51 radiation 10.0 1440 > th dose independent rect. 11 1
126 11.51 temperature 20.0 10 > th dose independent rect. 23 23
130 11.51 atmosphere 1015.0 10 < th dose dependent rect. 18 15
135 11.52 temperature 20.0 10 > th dose independent rect. 16 17
137 11.52 wind 3.0 43200 < th dose dependent rect. 6 1
139 11.52 humidity 80.0 14400 > th dose dependent rect. 13 1
149 11.52 humidity 90.0 14400 > th dose dependent rect. 3 19
156 11.53 atmosphere 1005.0 270 > th dose independent rect. 20 7
169 11.54 wind 9.0 14400 > th dose independent rect. 9 2
205 11.56 temperature 20.0 10 > th dose independent rect. 14 19
211 11.57 humidity 90.0 14400 > th dose independent rect. 9 1
212 11.57 radiation 1.0 1440 > th dose independent rect. 13 1
213 11.57 humidity 90.0 14400 < th dose independent rect. 7 2
225 11.57 humidity 90.0 14400 > th dose dependent rect. 18 3
248 11.58 wind 1.0 1440 < th dose dependent rect. 6 1
249 11.58 humidity 90.0 14400 > th dose dependent rect. 18 1
255 11.58 humidity 90.0 14400 > th dose dependent rect. 7 14
267 11.59 temperature 20.0 10 > th dose independent rect. 3 21
269 11.59 humidity 90.0 14400 > th dose dependent rect. 20 1
303 11.61 wind 3.0 43200 < th dose independent rect. 6 1
310 11.61 temperature 20.0 1440 < th dose dependent rect. 3 1
317 11.61 humidity 90.0 14400 > th dose dependent rect. 7 9
333 11.62 humidity 90.0 14400 > th dose dependent sin 0 NA
346 11.62 humidity 90.0 14400 > th dose dependent rect. 7 21
375 11.64 humidity 80.0 14400 > th dose independent rect. 13 1
379 11.64 precipitation 0.1 14400 < th dose independent rect. 14 2
389 11.64 humidity 70.0 14400 < th dose dependent rect. 21 1
391 11.64 precipitation 0.1 14400 < th dose dependent rect. 14 2
417 11.65 wind 3.0 43200 > th dose independent rect. 6 1
424 11.65 temperature 20.0 270 > th dose independent rect. 3 19
445 11.66 precipitation 0.1 14400 > th dose independent rect. 14 2
447 11.66 temperature 25.0 1440 > th dose independent rect. 21 4
463 11.66 precipitation 0.1 14400 > th dose dependent rect. 14 2
484 11.67 temperature 20.0 10 > th dose independent no NA NA
492 11.67 wind 3.0 14400 < th dose independent rect. 1 5
496 11.67 humidity 90.0 14400 > th dose independent rect. 3 7
536 11.68 humidity 90.0 14400 > th dose independent rect. 20 1
537 11.68 humidity 80.0 14400 < th dose independent rect. 10 1
544 11.68 atmosphere 1005.0 10 > th dose independent rect. 22 8
547 11.68 temperature 20.0 10 > th dose independent rect. 21 12
569 11.68 atmosphere 1000.0 270 > th dose dependent rect. 21 6
570 11.68 atmosphere 1000.0 10 > th dose dependent rect. 22 8
582 11.69 temperature 20.0 1440 > th dose independent rect. 6 1
585 11.69 wind 3.0 14400 < th dose independent rect. 1 3
590 11.69 humidity 70.0 1440 > th dose independent rect. 10 4
592 11.69 wind 3.0 14400 > th dose independent rect. 1 5
595 11.69 temperature 25.0 1440 < th dose independent rect. 21 6
601 11.69 humidity 60.0 14400 > th dose independent rect. 23 9
605 11.69 temperature 20.0 10 > th dose independent rect. 5 19
608 11.69 temperature 20.0 10 < th dose independent rect. 9 21
612 11.69 humidity 90.0 14400 > th dose dependent no NA NA
628 11.69 wind 3.0 43200 < th dose dependent rect. 22 9
638 11.69 humidity 90.0 14400 > th dose dependent rect. 12 22
639 11.69 humidity 90.0 14400 > th dose dependent rect. 15 22
669 11.70 temperature 20.0 10 < th dose independent rect. 19 22
670 11.70 temperature 20.0 10 < th dose independent rect. 5 23
675 11.70 humidity 90.0 14400 > th dose dependent sin 17 NA
688 11.70 humidity 90.0 14400 > th dose dependent rect. 3 10
700 11.70 humidity 90.0 14400 > th dose dependent rect. 15 19
718 11.71 temperature 20.0 10 < th dose independent no NA NA
742 11.71 temperature 20.0 10 < th dose independent rect. 3 23
744 11.71 temperature 20.0 10 < th dose independent rect. 11 23
745 11.71 temperature 20.0 10 < th dose independent rect. 13 23
746 11.71 temperature 20.0 10 < th dose independent rect. 15 23
748 11.71 temperature 20.0 10 < th dose independent rect. 21 23
749 11.71 temperature 20.0 10 < th dose independent rect. 23 23
779 11.72 wind 1.0 1440 < th dose independent rect. 6 1
806 11.72 temperature 20.0 10 < th dose independent rect. 11 19
807 11.72 humidity 90.0 14400 > th dose independent rect. 3 19
810 11.72 temperature 20.0 10 > th dose independent rect. 5 21
815 11.72 temperature 20.0 10 < th dose independent rect. 1 23
838 11.72 humidity 90.0 14400 > th dose dependent rect. 13 8
876 11.73 radiation 1.0 4320 > th dose independent rect. 7 1
877 11.73 radiation 1.0 4320 < th dose independent rect. 7 1
903 11.73 temperature 20.0 30 > th dose independent rect. 5 17
951 11.74 temperature 20.0 1440 < th dose independent rect. 6 1
965 11.74 precipitation 0.1 14400 > th dose independent rect. 7 9
975 11.74 temperature 20.0 10 < th dose independent rect. 15 21
983 11.74 radiation 1.0 4320 < th dose dependent rect. 7 1
999 11.74 atmosphere 1000.0 270 > th dose dependent rect. 18 9