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Os02g0817200

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

Description : WD-40 repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.94 (0.0128) R2 : 0.52
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.652 (0.0333) R2dC : 0.404 R2C : 0.384
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.269 (0.027) R2dN8 : 0.136 R2N8 : 0.115
σ : 0.242
deviance : 26.69
__
_____
C
peak time of C : 4.95
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
23.16 0.226 9.93 -0.0881 0.571 -0.501 0.0909 -0.0793 0.285 6.56 4.371 106 -- --
23.17 0.224 9.93 -0.0898 0.569 -0.497 0.0882 -- 0.285 6.56 3.93 110 -- --
23.17 0.224 9.93 -0.0867 0.569 -0.494 -- -0.0725 0.285 6.52 4.372 110 -- --
23.18 0.224 9.93 -0.0885 0.569 -0.492 -- -- 0.284 6.52 4.129 110 -- --
28.69 0.249 9.93 -0.0357 -- -0.772 -- 0.147 0.338 -- -15.52 508 -- --
26.46 0.241 9.94 -0.0918 0.654 -- -0.058 -- 0.259 4.94 -- -- -- --
26.47 0.241 9.94 -0.0916 0.654 -- -- -- 0.259 4.94 -- -- -- --
28.72 0.25 9.93 -0.0408 -- -0.77 -- -- 0.336 -- -17.39 500 -- --
23.31 0.225 9.93 -- 0.543 -0.5 -- -- 0.293 6.62 3.001 142 -- --
48.97 0.327 9.95 -0.0677 -- -- -- -- 0.276 -- -- -- -- --
26.69 0.242 9.94 -- 0.652 -- -- -- 0.269 4.95 -- -- -- --
28.76 0.25 9.93 -- -- -0.77 -- -- 0.341 -- -3.166 517 -- --
49.09 0.327 9.94 -- -- -- -- -- 0.283 -- -- -- -- --

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 20.66 atmosphere 1000.0 10 > th dose independent rect. 5 17
4 20.85 atmosphere 995.0 10 > th dose dependent rect. 5 17
6 20.98 temperature 30.0 90 < th dose independent rect. 4 15
8 21.01 atmosphere 1000.0 30 > th dose independent rect. 5 14
11 21.10 temperature 10.0 270 > th dose dependent rect. 6 20
12 21.11 temperature 10.0 10 > th dose dependent rect. 8 21
14 21.15 radiation 40.0 270 < th dose dependent rect. 2 11
15 21.17 radiation 30.0 270 < th dose dependent rect. 2 9
21 21.20 atmosphere 995.0 10 > th dose dependent rect. 5 14
23 21.24 temperature 25.0 270 < th dose independent rect. 2 7
24 21.24 radiation 40.0 270 < th dose dependent rect. 2 13
42 21.38 temperature 30.0 270 < th dose independent rect. 2 17
44 21.40 temperature 25.0 270 > th dose dependent sin 8 NA
51 21.46 radiation 20.0 90 < th dose independent rect. 4 7
53 21.48 radiation 40.0 90 < th dose dependent rect. 4 9
54 21.48 atmosphere 1015.0 10 < th dose dependent rect. 8 21
57 21.50 radiation 20.0 270 < th dose independent rect. 2 9
59 21.51 temperature 30.0 90 < th dose independent rect. 4 17
60 21.51 radiation 40.0 90 < th dose dependent rect. 4 7
75 21.60 radiation 40.0 10 < th dose independent rect. 5 17
92 21.67 radiation 40.0 90 < th dose independent rect. 4 19
97 21.68 radiation 20.0 270 < th dose independent rect. 2 11
99 21.68 radiation 20.0 270 < th dose independent rect. 2 15
106 21.69 temperature 25.0 90 < th dose independent rect. 4 5
107 21.69 radiation 20.0 30 < th dose independent rect. 5 5
119 21.73 atmosphere 1000.0 10 > th dose independent rect. 5 3
120 21.73 radiation 20.0 270 < th dose independent rect. 2 13
128 21.74 atmosphere 995.0 270 > th dose dependent rect. 2 17
132 21.75 temperature 30.0 90 < th dose dependent rect. 4 7
136 21.76 radiation 40.0 10 < th dose dependent rect. 5 10
138 21.77 radiation 20.0 10 < th dose independent rect. 5 3
139 21.77 radiation 40.0 10 < th dose dependent rect. 5 18
154 21.81 radiation 20.0 90 < th dose independent rect. 4 9
163 21.82 temperature 25.0 270 > th dose dependent rect. 18 19
167 21.84 radiation 40.0 270 < th dose independent rect. 2 13
169 21.84 atmosphere 995.0 10 > th dose dependent rect. 5 3
178 21.85 radiation 40.0 90 < th dose dependent rect. 4 19
186 21.87 radiation 30.0 30 < th dose dependent rect. 5 5
201 21.89 atmosphere 1000.0 270 > th dose independent rect. 2 19
202 21.89 radiation 20.0 90 < th dose independent rect. 4 19
217 21.92 wind 5.0 10 < th dose independent rect. 5 3
218 21.92 humidity 70.0 10 > th dose independent rect. 5 3
234 21.94 wind 9.0 10 < th dose independent rect. 8 21
240 21.95 precipitation 0.1 10 < th dose independent rect. 8 21
242 21.95 precipitation 0.1 10 < th dose dependent rect. 8 21
244 21.96 wind 9.0 10 < th dose dependent rect. 5 3
246 21.96 humidity 60.0 90 > th dose dependent rect. 4 15
252 21.97 humidity 50.0 10 > th dose dependent rect. 5 3
253 21.97 radiation 40.0 30 < th dose dependent rect. 5 3
265 21.99 humidity 50.0 10 > th dose dependent rect. 5 14
274 22.00 humidity 60.0 90 > th dose dependent rect. 4 17
279 22.01 precipitation 0.1 10 < th dose independent rect. 5 3
284 22.01 precipitation 0.1 10 < th dose dependent rect. 5 3
287 22.01 humidity 50.0 10 > th dose dependent rect. 5 17
292 22.02 temperature 10.0 10 > th dose independent rect. 5 3
294 22.02 temperature 30.0 10 < th dose independent rect. 5 3
295 22.02 humidity 50.0 10 > th dose independent rect. 5 3
298 22.02 atmosphere 1015.0 10 < th dose independent rect. 5 3
301 22.02 temperature 10.0 10 > th dose independent rect. 8 21
302 22.02 humidity 60.0 10 > th dose dependent rect. 5 5
310 22.03 temperature 25.0 270 > th dose dependent rect. 19 16
338 22.06 radiation 40.0 270 < th dose dependent rect. 2 19
351 22.07 temperature 25.0 270 > th dose dependent rect. 21 14
368 22.09 radiation 40.0 270 < th dose dependent rect. 1 21
369 22.10 radiation 10.0 270 < th dose independent rect. 3 5
372 22.10 radiation 30.0 270 < th dose dependent sin 4 NA
394 22.13 radiation 40.0 270 < th dose independent rect. 1 21
433 22.17 radiation 20.0 270 < th dose independent rect. 2 19
434 22.17 radiation 40.0 270 < th dose independent rect. 9 22
439 22.17 radiation 40.0 30 < th dose dependent rect. 5 14
482 22.21 radiation 40.0 270 < th dose independent rect. 2 19
483 22.21 radiation 20.0 270 < th dose independent rect. 1 21
516 22.25 atmosphere 1000.0 270 > th dose independent rect. 3 3
528 22.26 radiation 40.0 90 < th dose independent rect. 4 11
529 22.26 radiation 40.0 10 < th dose independent rect. 5 14
577 22.30 atmosphere 1015.0 10 < th dose independent rect. 8 21
613 22.34 precipitation 0.1 270 < th dose independent rect. 6 21
619 22.34 temperature 30.0 90 < th dose dependent rect. 4 15
625 22.34 precipitation 0.1 270 < th dose dependent rect. 6 21
632 22.35 temperature 30.0 10 < th dose dependent rect. 5 5
646 22.36 temperature 30.0 90 < th dose dependent rect. 4 17
652 22.37 radiation 1.0 10 > th dose independent rect. 5 3
675 22.38 humidity 80.0 10 > th dose independent rect. 5 5
696 22.39 wind 9.0 270 < th dose independent rect. 6 21
697 22.39 radiation 1.0 270 > th dose dependent sin 6 NA
698 22.39 radiation 1.0 10 < th dose dependent sin 9 NA
714 22.40 wind 1.0 30 > th dose independent rect. 8 21
742 22.42 wind 9.0 270 < th dose dependent rect. 3 3
765 22.44 wind 5.0 270 < th dose independent rect. 3 3
784 22.45 atmosphere 995.0 270 > th dose dependent rect. 3 3
807 22.47 temperature 10.0 10 > th dose dependent rect. 5 3
828 22.48 radiation 40.0 270 < th dose dependent rect. 9 22
829 22.49 temperature 25.0 270 > th dose independent rect. 22 12
866 22.51 radiation 40.0 90 < th dose independent rect. 4 9
909 22.53 temperature 25.0 720 > th dose dependent rect. 9 1
915 22.53 radiation 1.0 270 > th dose dependent rect. 15 22
916 22.54 radiation 10.0 270 < th dose independent rect. 15 17
937 22.56 radiation 20.0 270 < th dose independent sin 6 NA
940 22.56 wind 1.0 270 > th dose independent rect. 7 19
952 22.57 temperature 10.0 270 > th dose independent rect. 3 3
955 22.57 humidity 50.0 270 > th dose independent rect. 3 3
959 22.57 atmosphere 1015.0 270 < th dose independent rect. 3 3
970 22.57 temperature 10.0 270 > th dose independent rect. 6 21
975 22.57 temperature 30.0 90 < th dose dependent rect. 4 13
990 22.58 temperature 30.0 10 < th dose dependent rect. 5 3
998 22.59 temperature 25.0 270 < th dose independent sin 8 NA
999 22.59 precipitation 0.1 270 < th dose independent rect. 3 3