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Os01g0605600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.9 (--) R2 : -0.509
β1 : 0.245 (--) R2dD : 0.213 R2D : -1.14
β2 : 0.371 (--) R2dC : 0.144 R2C : -1.18
β3 : 38.5 (--) R2dE : -- R2E : --
β4 : -0.479 (--) R2dD*C : 0.0169 R2D*C : -1.31
β5 : 80 (--) R2dD*E : -- R2D*E : --
γ1 : 0.283 (--) R2dN8 : 0.463 R2N8 : -0.889
σ : 0.179
deviance : 14.53
__
_____
C
peak time of C : 1.64
E
wheather : temperature
threshold : 2
memory length : 3
response mode : > th
dose dependency : dose independent
G
type of G : no
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 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
14.53 0.179 9.9 0.245 0.371 38.5 -0.479 80 0.283 1.64 2 3 -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
15.38 0.184 10.2 0.962 0.36 -- -0.398 -- 0.29 1.7 -- -- -- --
16.01 0.187 10.2 0.975 0.36 -- -- -- 0.292 1.63 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
23.91 0.228 10.2 0.99 -- -- -- -- 0.3 -- -- -- -- --
41.07 0.3 10.2 -- 0.378 -- -- -- 0.184 1.71 -- -- -- --
-- -- -- -- -- -- -- -- -- -- -- -- -- --
49.75 0.329 10.2 -- -- -- -- -- 0.19 -- -- -- -- --

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 14.18 temperature 15.0 1440 > th dose independent rect. 19 1
2 14.23 temperature 20.0 1440 < th dose dependent rect. 12 8
6 14.29 temperature 20.0 1440 < th dose dependent rect. 12 3
8 14.30 precipitation 0.1 720 > th dose independent rect. 15 1
9 14.30 precipitation 0.1 4320 < th dose independent rect. 1 4
10 14.30 precipitation 0.1 720 > th dose dependent rect. 15 1
11 14.30 precipitation 0.1 4320 < th dose dependent rect. 1 4
14 14.32 precipitation 0.1 4320 > th dose independent rect. 1 4
20 14.33 precipitation 0.1 4320 > th dose dependent rect. 1 4
22 14.34 temperature 20.0 1440 < th dose independent rect. 12 1
25 14.35 temperature 15.0 1440 > th dose independent rect. 4 20
29 14.35 temperature 20.0 90 < th dose dependent rect. 20 8
32 14.36 temperature 15.0 1440 > th dose independent sin 23 NA
35 14.36 temperature 15.0 10 > th dose independent rect. 9 23
37 14.36 wind 3.0 4320 > th dose dependent rect. 9 1
41 14.36 temperature 20.0 270 < th dose dependent rect. 18 7
45 14.37 temperature 20.0 1440 > th dose independent rect. 12 1
46 14.37 temperature 15.0 1440 > th dose independent rect. 21 1
47 14.37 precipitation 0.1 1440 > th dose independent rect. 12 1
49 14.37 temperature 15.0 270 > th dose independent rect. 16 11
51 14.37 precipitation 0.1 1440 > th dose dependent rect. 12 1
70 14.38 precipitation 0.1 4320 > th dose independent rect. 23 6
71 14.38 precipitation 0.1 4320 < th dose independent rect. 23 6
72 14.38 temperature 15.0 1440 > th dose independent rect. 10 14
73 14.38 temperature 15.0 10 > th dose independent rect. 7 23
74 14.38 wind 1.0 1440 > th dose dependent rect. 6 2
76 14.38 wind 5.0 1440 < th dose dependent rect. 6 3
82 14.38 precipitation 0.1 4320 < th dose dependent rect. 23 6
98 14.39 wind 3.0 1440 < th dose independent rect. 5 4
99 14.39 temperature 15.0 1440 > th dose independent rect. 19 5
101 14.39 temperature 15.0 1440 < th dose independent rect. 4 10
107 14.39 temperature 15.0 1440 > th dose independent rect. 4 16
110 14.39 temperature 20.0 1440 < th dose dependent sin 20 NA
128 14.39 temperature 15.0 1440 < th dose dependent rect. 4 10
140 14.40 temperature 15.0 4320 < th dose dependent rect. 5 1
154 14.40 precipitation 0.1 4320 > th dose dependent rect. 23 6
157 14.40 temperature 15.0 1440 < th dose dependent rect. 4 8
176 14.40 temperature 20.0 30 < th dose dependent rect. 15 13
189 14.41 temperature 15.0 1440 < th dose independent rect. 4 7
192 14.41 wind 9.0 4320 > th dose independent rect. 23 11
193 14.41 temperature 15.0 1440 > th dose independent rect. 4 11
195 14.41 temperature 15.0 720 > th dose independent rect. 7 14
207 14.41 temperature 20.0 10 < th dose dependent rect. 21 3
225 14.41 temperature 15.0 4320 < th dose dependent rect. 2 8
228 14.41 temperature 15.0 270 > th dose dependent rect. 16 10
251 14.42 precipitation 0.1 4320 < th dose independent rect. 23 8
252 14.42 temperature 15.0 1440 > th dose independent rect. 8 16
256 14.42 temperature 20.0 30 < th dose dependent sin 13 NA
259 14.42 temperature 20.0 720 < th dose dependent rect. 21 1
265 14.42 temperature 15.0 4320 < th dose dependent rect. 2 4
276 14.42 precipitation 0.1 4320 < th dose dependent rect. 23 8
284 14.42 temperature 20.0 30 < th dose dependent rect. 13 12
298 14.43 temperature 15.0 720 > th dose independent rect. 11 8
313 14.43 temperature 15.0 4320 < th dose dependent rect. 2 2
323 14.43 wind 1.0 43200 < th dose dependent rect. 2 6
340 14.43 temperature 20.0 30 < th dose dependent rect. 15 9
351 14.43 temperature 15.0 10 > th dose dependent rect. 18 11
392 14.44 temperature 15.0 1440 > th dose independent rect. 19 3
393 14.44 wind 3.0 1440 > th dose independent rect. 5 4
394 14.44 wind 1.0 43200 < th dose independent rect. 4 4
395 14.44 wind 1.0 43200 > th dose independent rect. 2 6
396 14.44 temperature 15.0 1440 > th dose independent rect. 12 12
405 14.44 temperature 20.0 270 < th dose dependent rect. 23 1
420 14.44 precipitation 0.1 4320 > th dose dependent rect. 23 8
461 14.45 temperature 15.0 1440 < th dose independent sin 0 NA
463 14.45 radiation 1.0 720 < th dose independent rect. 12 2
464 14.45 temperature 15.0 1440 > th dose independent rect. 16 3
469 14.45 temperature 15.0 720 > th dose independent rect. 14 7
470 14.45 temperature 15.0 1440 > th dose independent rect. 10 10
471 14.45 temperature 15.0 1440 > th dose independent rect. 4 14
481 14.45 radiation 1.0 720 < th dose dependent rect. 12 2
498 14.45 temperature 15.0 90 > th dose dependent rect. 18 10
552 14.46 temperature 15.0 720 < th dose independent rect. 23 1
567 14.46 temperature 15.0 10 > th dose independent rect. 18 12
652 14.47 wind 5.0 4320 > th dose independent rect. 9 1
653 14.47 wind 5.0 4320 < th dose independent rect. 9 1
656 14.47 temperature 20.0 4320 < th dose independent rect. 18 2
664 14.47 temperature 15.0 1440 > th dose independent rect. 17 7
737 14.48 wind 1.0 43200 > th dose independent rect. 4 4
749 14.48 temperature 15.0 1440 < th dose independent rect. 9 15
849 14.49 temperature 15.0 1440 < th dose independent sin 20 NA
869 14.49 wind 1.0 43200 < th dose independent rect. 2 6
906 14.49 temperature 15.0 4320 < th dose dependent sin 3 NA
915 14.49 humidity 90.0 1440 > th dose dependent rect. 11 1