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Os02g0323600

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

Description : Similar to Cytochrome P450-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0489) R2 : 0.528
β1 : -0.0292 (0.187) R2dD : 1.28e-05 R2D : -0.108
β2 : 1.33 (0.106) R2dC : 0.166 R2C : 0.0546
β3 : -6.45 (0.466) R2dE : 1.07 R2E : -0.238
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -12.3 (1.46) R2dD*E : 0.506 R2D*E : -0.886
γ1 : 0.688 (0.0926) R2dN8 : 0.0867 R2N8 : 0.0793
σ : 0.764
deviance : 269.3
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C
peak time of C : 4.64
E
wheather : radiation
threshold : 0.2177
memory length : 1410
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 15.3
open length of G : --

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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 = sin)

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
257.31 0.754 10.1 0.0468 1.4 -6.35 2.29 -12.1 0.712 5.05 0.2226 1401 14.6 --
283 0.784 10.3 -0.368 1.67 -3.46 2.07 -- 0.542 5.05 2.114 1335 14 --
269.3 0.764 10.1 -0.0292 1.33 -6.45 -- -12.3 0.688 4.64 0.2177 1410 15.3 --
291.78 0.796 10.3 -0.338 1.79 -3.61 -- -- 0.539 5.51 2.028 1335 12.7 --
352.89 0.875 10.1 -0.0118 -- -6.9 -- -13.6 0.694 -- 0.2169 1442 16.1 --
401.28 0.939 10.3 0.167 1.23 -- 2.14 -- 0.937 4.02 -- -- -- --
414.37 0.953 10.3 0.142 1.25 -- -- -- 0.925 4.03 -- -- -- --
384.38 0.913 10.4 -0.125 -- -2.62 -- -- 0.592 -- 2.735 1441 12.7 --
294.23 0.799 10.3 -- 1.84 -3.55 -- -- 0.59 5.58 2.345 1327 12.6 --
499.05 1.04 10.3 0.192 -- -- -- -- 0.958 -- -- -- -- --
414.9 0.953 10.3 -- 1.25 -- -- -- 0.909 4.03 -- -- -- --
369.66 0.895 10.3 -- -- -2.56 -- -- 0.721 -- 2.443 1424 7.2 --
500.03 1.04 10.3 -- -- -- -- -- 0.937 -- -- -- -- --

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
1 271.85 radiation 1 1440 < th dose dependent rect. 18 23
2 275.94 radiation 1 1440 < th dose dependent rect. 11 19
22 278.96 radiation 1 1440 < th dose dependent rect. 5 22
24 278.98 radiation 1 1440 < th dose dependent rect. 23 20
26 279.01 radiation 1 1440 < th dose dependent rect. 5 14
29 279.04 radiation 1 1440 < th dose dependent sin 0 NA
32 279.10 radiation 1 1440 < th dose dependent rect. 5 20
39 279.18 radiation 1 1440 < th dose dependent rect. 2 17
48 279.27 radiation 1 1440 < th dose dependent rect. 2 23
49 279.28 radiation 1 1440 < th dose dependent no NA NA
77 279.60 radiation 1 1440 < th dose independent rect. 11 20
90 281.23 radiation 1 1440 < th dose dependent rect. 16 23
107 282.12 radiation 1 1440 > th dose independent rect. 11 20
133 284.11 radiation 1 1440 < th dose dependent sin 14 NA
138 284.37 radiation 1 1440 < th dose dependent rect. 11 16
140 284.50 radiation 1 1440 < th dose dependent rect. 11 8
143 284.56 radiation 1 1440 < th dose dependent rect. 11 14
192 285.55 radiation 1 1440 < th dose independent rect. 5 22
195 285.57 radiation 1 1440 < th dose independent rect. 5 14
199 285.66 radiation 1 1440 < th dose independent rect. 23 20
200 285.67 radiation 1 1440 < th dose independent rect. 5 20
212 285.80 radiation 1 1440 < th dose independent rect. 2 17
224 285.88 humidity 90 43200 > th dose dependent rect. 20 1
226 285.89 radiation 1 1440 < th dose independent rect. 2 23
228 285.90 radiation 1 1440 < th dose independent no NA NA
231 285.91 humidity 70 14400 < th dose independent rect. 18 4
289 286.30 radiation 1 1440 < th dose independent sin 23 NA
300 286.46 radiation 1 1440 < th dose independent rect. 18 23
314 286.65 radiation 1 1440 > th dose independent rect. 18 23
329 286.78 humidity 80 43200 > th dose independent rect. 12 2
332 286.87 radiation 1 1440 < th dose independent rect. 16 23
350 287.71 radiation 1 1440 > th dose independent rect. 5 14
363 287.82 humidity 90 43200 > th dose independent rect. 20 1
367 288.04 radiation 1 1440 > th dose independent no NA NA
413 288.14 radiation 1 1440 > th dose independent sin 23 NA
418 288.33 humidity 80 43200 < th dose independent rect. 13 1
421 288.50 humidity 80 1440 > th dose independent rect. 6 15
424 288.64 humidity 90 43200 < th dose independent rect. 20 1
436 288.98 radiation 20 14400 > th dose dependent rect. 16 15
441 289.17 radiation 1 1440 > th dose independent rect. 16 23
450 289.42 radiation 1 1440 < th dose independent sin 14 NA
451 289.42 humidity 80 1440 < th dose independent rect. 6 15
518 290.79 humidity 70 14400 > th dose independent rect. 19 13
548 291.26 humidity 50 1440 > th dose dependent rect. 15 17
561 291.45 radiation 1 1440 > th dose independent sin 14 NA
562 291.45 humidity 70 14400 > th dose independent rect. 18 11
563 291.46 humidity 70 14400 > th dose independent rect. 18 9
567 291.49 humidity 70 14400 > th dose independent rect. 18 4
571 291.50 humidity 70 14400 > th dose independent rect. 18 7
579 291.59 radiation 1 1440 < th dose dependent rect. 18 1
580 291.59 radiation 1 1440 < th dose dependent rect. 18 10
613 292.30 radiation 1 1440 < th dose dependent rect. 18 7
629 292.53 radiation 1 1440 < th dose independent rect. 11 16
636 292.59 humidity 80 1440 < th dose independent sin 0 NA
637 292.60 radiation 1 1440 < th dose independent rect. 11 8
640 292.68 humidity 50 1440 > th dose dependent rect. 15 10
641 292.70 radiation 1 1440 < th dose independent rect. 11 14
645 292.71 humidity 50 1440 > th dose dependent sin 15 NA
679 293.00 humidity 80 1440 > th dose independent sin 23 NA
692 293.12 humidity 80 43200 > th dose dependent rect. 10 1
710 293.27 radiation 20 14400 > th dose dependent rect. 16 1
796 293.98 humidity 70 1440 > th dose dependent rect. 5 18
809 294.22 radiation 1 1440 > th dose independent rect. 11 8
830 294.36 humidity 90 43200 < th dose independent rect. 9 1
876 294.66 wind 5 43200 < th dose independent rect. 11 1
917 294.86 radiation 10 14400 < th dose dependent rect. 18 11
933 294.96 wind 5 43200 > th dose independent rect. 11 1