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Os07g0644600

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

Description : Cytochrome P450 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.2 (0.0243) R2 : 0.365
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.926 (0.0591) R2dC : 0.343 R2C : 0.334
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.212 (0.051) R2dN8 : 0.0312 R2N8 : 0.0225
σ : 0.457
deviance : 95.49
__
_____
C
peak time of C : 9.87
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 = humidity, 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
76.7 0.411 11.2 0.314 0.882 0.599 0.046 -2.47 0.35 10.8 89.55 247 -- --
88.48 0.438 11.1 0.251 0.908 0.505 0.188 -- 0.336 10.9 89.32 237 -- --
76.65 0.408 11.2 0.317 0.891 0.607 -- -2.53 0.354 10.7 89.93 228 -- --
88.7 0.439 11.1 0.231 0.898 0.489 -- -- 0.322 10.9 89.33 240 -- --
118.27 0.507 11.2 0.318 -- 0.788 -- -2.12 0.378 -- 84.99 502 -- --
93.33 0.453 11.2 0.288 0.927 -- -0.0739 -- 0.244 9.87 -- -- -- --
93.35 0.452 11.2 0.285 0.926 -- -- -- 0.244 9.9 -- -- -- --
121.45 0.513 11.2 0.193 -- 0.925 -- -- 0.368 -- 82.61 794 -- --
90.07 0.442 11.1 -- 0.891 0.517 -- -- 0.301 10.9 89 253 -- --
144.78 0.562 11.2 0.275 -- -- -- -- 0.244 -- -- -- -- --
95.49 0.457 11.2 -- 0.926 -- -- -- 0.212 9.87 -- -- -- --
122.39 0.515 11.2 -- -- 0.946 -- -- 0.357 -- 82.99 794 -- --
146.78 0.565 11.2 -- -- -- -- -- 0.214 -- -- -- -- --

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 69.39 temperature 25 270 < th dose independent rect. 21 10
4 70.60 humidity 70 90 > th dose independent rect. 15 12
5 70.62 temperature 30 90 < th dose independent rect. 17 10
6 70.87 humidity 70 90 > th dose independent rect. 17 10
10 71.12 humidity 70 90 > th dose independent sin 15 NA
11 71.32 temperature 10 270 > th dose dependent rect. 3 14
17 71.61 temperature 30 270 < th dose independent rect. 15 10
18 71.78 humidity 90 270 > th dose independent rect. 20 10
25 72.16 humidity 70 270 > th dose independent rect. 15 10
48 72.66 temperature 30 270 < th dose independent rect. 7 14
49 72.72 radiation 1 90 < th dose independent rect. 15 12
54 72.83 humidity 90 270 > th dose independent sin 10 NA
56 72.83 temperature 30 270 < th dose independent rect. 7 16
58 72.87 temperature 30 270 < th dose independent sin 17 NA
74 73.16 radiation 1 90 < th dose independent rect. 8 19
75 73.16 radiation 10 90 < th dose dependent rect. 9 18
83 73.25 radiation 1 90 < th dose dependent rect. 15 12
95 73.43 humidity 70 270 > th dose independent rect. 11 14
96 73.43 humidity 90 270 > th dose dependent rect. 19 10
101 73.46 humidity 70 10 > th dose independent rect. 18 9
116 73.55 humidity 50 720 > th dose independent rect. 15 14
130 73.64 humidity 90 270 > th dose dependent sin 13 NA
150 73.76 radiation 1 90 < th dose independent sin 14 NA
165 73.83 humidity 90 270 > th dose dependent rect. 13 16
167 73.84 temperature 30 720 < th dose independent rect. 15 14
175 73.88 humidity 50 270 > th dose independent rect. 7 14
192 73.98 humidity 70 270 < th dose independent rect. 12 21
193 73.99 temperature 30 720 < th dose independent rect. 15 6
198 74.02 humidity 90 270 > th dose independent rect. 12 18
205 74.06 radiation 10 90 < th dose dependent sin 14 NA
222 74.18 humidity 70 270 < th dose independent sin 18 NA
234 74.23 humidity 50 90 > th dose dependent rect. 17 10
278 74.45 radiation 40 270 < th dose dependent sin 14 NA
288 74.49 wind 3 270 > th dose independent rect. 12 5
301 74.55 humidity 50 720 > th dose independent rect. 15 6
322 74.64 humidity 70 270 < th dose independent rect. 13 6
360 74.70 radiation 40 270 < th dose dependent rect. 11 14
361 74.71 temperature 25 270 < th dose independent sin 11 NA
368 74.75 humidity 80 90 < th dose dependent sin 15 NA
370 74.75 atmosphere 995 90 > th dose dependent rect. 18 9
381 74.78 wind 3 270 > th dose independent rect. 11 7
394 74.81 temperature 30 270 < th dose independent rect. 4 23
403 74.84 humidity 80 270 < th dose dependent rect. 12 21
433 74.96 radiation 1 270 > th dose dependent sin 14 NA
434 74.97 humidity 80 10 < th dose dependent sin 14 NA
438 74.99 temperature 30 720 < th dose independent rect. 17 2
457 75.06 humidity 60 14400 > th dose independent rect. 20 8
495 75.18 temperature 25 270 > th dose dependent rect. 10 8
498 75.19 humidity 70 270 > th dose dependent rect. 21 10
502 75.20 humidity 80 270 < th dose dependent sin 18 NA
506 75.22 humidity 50 90 > th dose dependent sin 16 NA
524 75.28 temperature 25 270 > th dose dependent rect. 12 6
527 75.29 temperature 30 720 < th dose independent rect. 17 17
541 75.32 humidity 50 90 > th dose dependent rect. 15 12
566 75.40 wind 5 270 < th dose independent rect. 17 8
574 75.42 temperature 30 720 < th dose independent rect. 15 19
581 75.43 humidity 80 270 < th dose dependent rect. 12 11
633 75.54 temperature 30 720 < th dose independent rect. 9 10
644 75.56 humidity 50 720 > th dose independent sin 11 NA
649 75.57 humidity 50 270 > th dose independent rect. 15 22
659 75.60 radiation 10 270 > th dose independent sin 14 NA
677 75.64 humidity 50 10 > th dose dependent sin 15 NA
679 75.65 humidity 50 270 > th dose independent rect. 4 23
685 75.66 wind 5 90 < th dose independent rect. 19 8
700 75.68 temperature 30 720 < th dose independent rect. 24 19
757 75.76 humidity 90 10 < th dose dependent rect. 14 8
770 75.79 humidity 60 720 > th dose independent rect. 15 4
842 75.90 humidity 60 720 > th dose independent rect. 17 2
853 75.93 humidity 80 90 < th dose dependent rect. 15 8
906 76.03 humidity 70 270 > th dose independent rect. 6 22
914 76.04 humidity 80 10 < th dose dependent rect. 14 19
925 76.05 humidity 80 90 < th dose dependent rect. 15 17
950 76.08 humidity 50 270 > th dose dependent rect. 15 10
970 76.11 humidity 50 90 > th dose dependent rect. 13 14
977 76.12 radiation 1 270 > th dose dependent rect. 13 18
981 76.13 temperature 10 270 > th dose dependent sin 23 NA
986 76.14 humidity 90 10 < th dose dependent rect. 14 6