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Os04g0623300

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

Description : Similar to Flavin-containing monamine oxidase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.0251) R2 : 0.623
β1 : -0.807 (0.0919) R2dD : 0.0662 R2D : 0.0677
β2 : 1.54 (0.0598) R2dC : 0.55 R2C : 0.557
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.117 (0.0536) R2dN8 : 0.0053 R2N8 : -0.00112
σ : 0.472
deviance : 101.54
__
_____
C
peak time of C : 13
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
89.99 0.446 12 -1.6 1.45 0.59 0.357 -3.65 -0.382 12.6 20.36 270 -- --
98.83 0.467 11.9 -0.901 1.4 0.49 -0.159 -- -0.19 12.9 15.95 662 -- --
89.76 0.441 12 -1.59 1.52 0.583 -- -3.46 -0.369 12.5 20.02 407 -- --
96.25 0.457 11.9 -1.08 1.56 0.545 -- -- -0.241 13 14.73 5801 -- --
174.89 0.619 12 -1.73 -- 1.85 -- -3.38 -0.57 -- 21.02 3 -- --
101.49 0.472 11.9 -0.803 1.54 -- -0.115 -- -0.116 13 -- -- -- --
101.54 0.472 11.9 -0.807 1.54 -- -- -- -0.117 13 -- -- -- --
184.07 0.635 12 -1.22 -- 1.82 -- -- -0.426 -- 17.9 6 -- --
110.53 0.49 11.8 -- 1.53 -0.423 -- -- 0.129 13 20.7 47520 -- --
249.18 0.738 11.9 -0.865 -- -- -- -- -0.147 -- -- -- -- --
118.71 0.51 11.9 -- 1.55 -- -- -- -0.0272 13 -- -- -- --
217.27 0.687 11.9 -- -- 1.41 -- -- -0.184 -- 24.1 3 -- --
268.91 0.765 11.9 -- -- -- -- -- -0.0509 -- -- -- -- --

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 81.02 temperature 10.0 270 > th dose dependent rect. 4 20
22 84.55 radiation 1.0 270 < th dose dependent rect. 22 22
26 84.69 wind 9.0 270 < th dose dependent rect. 15 13
33 84.89 humidity 50.0 270 > th dose dependent rect. 15 13
50 85.34 humidity 90.0 90 < th dose independent rect. 6 18
57 85.47 wind 9.0 43200 < th dose independent rect. 24 2
67 85.91 wind 7.0 270 < th dose independent rect. 15 13
71 85.96 humidity 70.0 270 > th dose dependent rect. 9 19
74 86.06 radiation 1.0 720 < th dose dependent rect. 24 19
113 86.73 radiation 40.0 14400 < th dose dependent rect. 3 2
114 86.74 radiation 1.0 90 < th dose dependent rect. 1 19
134 87.04 radiation 1.0 270 < th dose independent rect. 22 22
147 87.16 temperature 10.0 720 > th dose dependent rect. 12 4
152 87.19 temperature 20.0 720 > th dose dependent rect. 3 13
153 87.20 temperature 20.0 720 > th dose dependent rect. 21 18
158 87.22 atmosphere 1005.0 14400 > th dose independent rect. 16 1
169 87.30 radiation 20.0 43200 < th dose independent rect. 3 3
172 87.35 atmosphere 1005.0 14400 < th dose independent rect. 16 1
178 87.36 humidity 80.0 270 > th dose independent rect. 8 21
192 87.45 radiation 1.0 90 < th dose independent rect. 1 19
199 87.50 humidity 90.0 270 < th dose dependent rect. 20 2
250 87.80 radiation 20.0 43200 < th dose independent rect. 19 11
266 87.88 humidity 90.0 90 < th dose independent rect. 20 13
267 87.88 atmosphere 1005.0 14400 > th dose dependent rect. 18 1
268 87.88 radiation 30.0 14400 < th dose dependent rect. 1 4
281 87.93 temperature 20.0 720 > th dose dependent sin 5 NA
322 88.15 precipitation 0.1 270 < th dose independent rect. 19 13
323 88.15 precipitation 0.1 270 < th dose dependent rect. 19 13
328 88.18 wind 9.0 720 < th dose independent rect. 8 12
329 88.18 wind 9.0 720 < th dose independent rect. 7 14
334 88.19 precipitation 0.1 720 < th dose independent rect. 3 14
335 88.19 precipitation 0.1 720 < th dose dependent rect. 3 14
352 88.24 atmosphere 1005.0 14400 > th dose dependent rect. 11 1
355 88.24 wind 7.0 270 < th dose dependent rect. 11 17
361 88.25 radiation 30.0 14400 < th dose dependent rect. 19 10
376 88.29 humidity 60.0 43200 < th dose independent rect. 9 3
386 88.31 wind 9.0 720 < th dose independent rect. 8 19
389 88.31 wind 9.0 270 < th dose dependent rect. 9 10
394 88.32 wind 9.0 720 < th dose independent rect. 24 20
404 88.35 atmosphere 1005.0 14400 > th dose dependent rect. 22 1
421 88.36 atmosphere 1005.0 14400 > th dose dependent rect. 9 15
429 88.37 atmosphere 1005.0 14400 > th dose dependent sin 16 NA
463 88.39 wind 9.0 720 < th dose independent rect. 8 21
482 88.40 humidity 60.0 43200 < th dose independent rect. 11 1
519 88.42 radiation 20.0 14400 < th dose independent rect. 17 5
590 88.46 atmosphere 1005.0 14400 > th dose dependent rect. 17 19
643 88.49 atmosphere 995.0 720 > th dose independent rect. 17 10
666 88.50 wind 9.0 43200 > th dose independent rect. 19 2
667 88.50 atmosphere 1005.0 14400 > th dose dependent no NA NA
690 88.51 radiation 1.0 4320 < th dose dependent rect. 5 1
705 88.51 atmosphere 1005.0 14400 > th dose dependent rect. 21 23
731 88.53 radiation 1.0 4320 < th dose dependent rect. 2 4
745 88.54 radiation 20.0 14400 < th dose independent rect. 17 7
797 88.57 humidity 70.0 30 > th dose dependent rect. 24 20
839 88.61 radiation 1.0 4320 < th dose dependent rect. 23 7
842 88.61 radiation 1.0 4320 < th dose dependent rect. 19 11
904 88.67 atmosphere 1005.0 14400 > th dose dependent rect. 1 1
923 88.69 humidity 60.0 43200 > th dose independent rect. 9 2
947 88.71 temperature 20.0 90 > th dose independent rect. 6 19
966 88.73 atmosphere 1010.0 14400 > th dose independent rect. 11 1
982 88.75 humidity 80.0 43200 > th dose independent rect. 10 1
996 88.76 precipitation 0.1 720 < th dose independent rect. 20 21