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Os11g0525200

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

Description : Similar to Cytochrome P450 51 (EC 1.14.13.70) (CYPLI) (P450-LIA1) (Obtusifoliol 14-alpha demethylase) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.2 (0.0255) R2 : 0.781
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.67 (0.0665) R2dC : 0.782 R2C : 0.778
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.102 (0.0536) R2dN8 : 0.00225 R2N8 : -0.00123
σ : 0.481
deviance : 105.62
__
_____
C
peak time of C : 6.9
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 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
86.51 0.437 11.2 -0.533 2.67 0.574 0.728 0.356 0.0236 7.1 70 1229 -- --
86.74 0.434 11.2 -0.572 2.68 0.578 0.689 -- 0.0208 7.1 70 1214 -- --
87.87 0.437 11.2 -0.524 2.68 0.571 -- 0.298 0.0212 7.09 69.12 1220 -- --
87.68 0.436 11.2 -0.527 2.73 0.598 -- -- -0.00914 7.09 72 1221 -- --
457.69 0.996 11.2 -0.522 -- 0.644 -- 0.242 0.0366 -- 73 1343 -- --
99.49 0.468 11.2 -0.45 2.67 -- 0.638 -- 0.055 6.9 -- -- -- --
100.54 0.47 11.2 -0.439 2.67 -- -- -- 0.0532 6.89 -- -- -- --
454.22 0.997 11.2 -0.343 -- -0.464 -- -- 0.0986 -- 72 1221 -- --
95.45 0.455 11.2 -- 2.68 0.543 -- -- 0.0458 7.08 72.24 1225 -- --
475.64 1.02 11.2 -0.382 -- -- -- -- 0.104 -- -- -- -- --
105.62 0.481 11.2 -- 2.67 -- -- -- 0.102 6.9 -- -- -- --
420.86 0.955 11.2 -- -- -1.83 -- -- 0.239 -- 80 2011 -- --
479.48 1.02 11.2 -- -- -- -- -- 0.146 -- -- -- -- --

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 78.22 temperature 15.0 90 > th dose dependent rect. 21 6
2 78.50 temperature 20.0 90 > th dose independent rect. 21 6
4 79.98 temperature 20.0 270 > th dose independent rect. 21 4
9 80.41 temperature 15.0 270 > th dose dependent rect. 21 3
14 80.58 temperature 10.0 10 > th dose dependent rect. 21 7
18 80.75 atmosphere 1015.0 90 < th dose independent rect. 21 6
26 81.20 humidity 90.0 720 < th dose dependent rect. 18 2
37 81.92 humidity 50.0 90 > th dose dependent rect. 21 6
39 81.97 wind 9.0 270 < th dose independent rect. 5 11
41 82.05 wind 9.0 90 < th dose dependent rect. 21 6
46 82.24 wind 5.0 90 < th dose independent rect. 21 6
57 82.48 precipitation 0.1 90 < th dose independent rect. 3 18
58 82.48 precipitation 0.1 90 < th dose dependent rect. 3 18
66 82.65 precipitation 0.1 270 < th dose independent rect. 16 13
68 82.65 precipitation 0.1 270 < th dose dependent rect. 16 13
73 82.74 wind 7.0 90 < th dose independent rect. 20 22
74 82.76 humidity 80.0 720 < th dose independent rect. 19 1
79 82.80 atmosphere 1015.0 90 < th dose independent rect. 20 22
88 82.92 atmosphere 1015.0 10 < th dose independent rect. 21 7
94 82.96 precipitation 0.1 90 < th dose independent rect. 21 6
95 82.96 precipitation 0.1 90 < th dose dependent rect. 21 6
97 82.97 temperature 30.0 90 < th dose independent rect. 21 6
98 82.97 humidity 50.0 90 > th dose independent rect. 21 6
101 82.97 atmosphere 995.0 90 > th dose independent rect. 21 6
102 82.97 radiation 1.0 90 < th dose independent rect. 21 6
107 82.97 temperature 10.0 90 > th dose independent rect. 3 18
108 82.97 atmosphere 1015.0 90 < th dose independent rect. 3 18
109 82.97 radiation 1.0 90 < th dose dependent rect. 21 6
126 83.18 atmosphere 995.0 90 > th dose independent rect. 3 18
143 83.47 temperature 10.0 270 > th dose independent rect. 5 11
144 83.47 atmosphere 1015.0 270 < th dose independent rect. 5 11
145 83.47 temperature 10.0 270 > th dose independent rect. 16 13
146 83.47 radiation 40.0 270 < th dose independent rect. 16 13
152 83.54 precipitation 0.1 270 < th dose independent rect. 5 11
155 83.54 precipitation 0.1 270 < th dose dependent rect. 5 11
162 83.58 precipitation 0.1 270 < th dose independent rect. 1 20
164 83.58 precipitation 0.1 270 < th dose dependent rect. 1 20
177 83.80 temperature 15.0 90 > th dose independent rect. 20 22
185 83.89 radiation 1.0 90 < th dose dependent rect. 18 2
187 83.90 radiation 1.0 90 < th dose independent rect. 18 2
191 83.93 humidity 60.0 90 > th dose independent rect. 18 2
194 83.94 wind 1.0 90 > th dose independent rect. 18 2
198 83.96 wind 9.0 90 < th dose independent rect. 3 18
207 83.99 radiation 40.0 270 < th dose dependent rect. 16 14
208 84.00 atmosphere 995.0 90 > th dose independent rect. 18 2
210 84.02 temperature 10.0 90 > th dose independent rect. 18 2
213 84.02 atmosphere 1010.0 90 < th dose independent rect. 18 2
220 84.04 wind 9.0 90 < th dose independent rect. 18 2
225 84.07 temperature 30.0 90 < th dose independent rect. 18 2
237 84.18 wind 5.0 270 < th dose independent rect. 21 4
271 84.24 precipitation 0.1 90 < th dose independent rect. 18 2
272 84.24 precipitation 0.1 90 < th dose dependent rect. 18 2
278 84.27 humidity 50.0 10 > th dose dependent rect. 21 7
279 84.27 radiation 1.0 90 < th dose dependent rect. 3 18
295 84.30 radiation 40.0 270 < th dose independent rect. 1 19
316 84.45 wind 9.0 270 < th dose dependent rect. 21 4
324 84.49 humidity 50.0 90 > th dose independent rect. 3 18
330 84.53 temperature 10.0 90 > th dose dependent rect. 20 22
332 84.55 wind 9.0 270 < th dose independent rect. 16 13
335 84.56 humidity 50.0 10 > th dose dependent rect. 18 3
336 84.57 wind 9.0 10 < th dose independent rect. 21 7
341 84.58 temperature 30.0 90 < th dose independent rect. 3 18
345 84.59 temperature 30.0 10 < th dose independent rect. 21 7
346 84.59 humidity 50.0 10 > th dose independent rect. 21 7
349 84.59 atmosphere 995.0 10 > th dose independent rect. 21 7
350 84.59 radiation 1.0 10 < th dose independent rect. 21 7
356 84.59 temperature 10.0 10 > th dose independent rect. 4 17
358 84.59 atmosphere 1015.0 10 < th dose independent rect. 4 17
359 84.59 radiation 1.0 10 < th dose dependent rect. 21 7
367 84.60 wind 1.0 30 > th dose independent rect. 21 21
370 84.61 radiation 40.0 90 < th dose independent rect. 3 18
373 84.62 humidity 60.0 10 > th dose independent rect. 18 3
381 84.65 humidity 50.0 90 > th dose dependent rect. 18 2
403 84.67 atmosphere 995.0 10 > th dose independent rect. 4 17
413 84.69 precipitation 0.1 270 < th dose independent rect. 21 4
414 84.69 precipitation 0.1 270 < th dose dependent rect. 21 4
417 84.71 radiation 1.0 10 < th dose dependent rect. 18 3
418 84.72 radiation 1.0 270 < th dose dependent rect. 21 4
422 84.73 temperature 30.0 270 < th dose independent rect. 21 4
423 84.73 humidity 50.0 270 > th dose independent rect. 21 4
427 84.73 atmosphere 995.0 270 > th dose independent rect. 21 4
428 84.73 radiation 1.0 270 < th dose independent rect. 21 4
433 84.73 temperature 10.0 270 > th dose independent rect. 1 20
447 84.76 radiation 40.0 270 < th dose dependent rect. 1 19
455 84.80 radiation 40.0 90 < th dose dependent rect. 3 18
458 84.82 humidity 70.0 720 > th dose independent rect. 19 7
467 84.85 precipitation 0.1 10 < th dose independent rect. 3 18
468 84.85 precipitation 0.1 10 < th dose dependent rect. 3 18
490 84.89 atmosphere 1015.0 270 < th dose independent rect. 1 19
491 84.89 humidity 70.0 720 > th dose dependent rect. 20 1
504 84.97 wind 9.0 90 < th dose dependent rect. 18 2
538 85.10 atmosphere 995.0 270 > th dose independent rect. 5 11
540 85.11 precipitation 0.1 720 < th dose independent rect. 18 2
541 85.11 precipitation 0.1 720 < th dose dependent rect. 18 2
543 85.11 atmosphere 1015.0 90 < th dose dependent rect. 21 6
549 85.14 radiation 10.0 43200 < th dose dependent rect. 19 3
571 85.18 radiation 40.0 270 < th dose independent rect. 10 10
587 85.20 humidity 50.0 270 > th dose independent rect. 16 14
595 85.23 wind 7.0 270 < th dose independent rect. 11 14
602 85.27 atmosphere 995.0 270 > th dose independent rect. 16 13
637 85.35 radiation 1.0 90 < th dose independent rect. 3 18
644 85.39 atmosphere 995.0 270 > th dose independent rect. 1 19
649 85.41 temperature 30.0 10 < th dose independent rect. 18 3
657 85.43 humidity 70.0 720 > th dose independent rect. 16 16
669 85.47 radiation 1.0 4320 < th dose dependent rect. 19 3
672 85.48 precipitation 0.1 90 < th dose independent rect. 20 22
674 85.48 precipitation 0.1 90 < th dose dependent rect. 20 22
697 85.53 wind 1.0 90 > th dose dependent rect. 18 2
744 85.60 precipitation 0.1 90 < th dose independent rect. 18 13
746 85.60 atmosphere 1015.0 90 < th dose dependent rect. 18 3
749 85.60 precipitation 0.1 90 < th dose dependent rect. 18 13
753 85.61 temperature 10.0 90 > th dose independent rect. 18 13
754 85.61 humidity 50.0 90 > th dose independent rect. 18 13
755 85.61 radiation 30.0 90 < th dose independent rect. 18 13
760 85.62 atmosphere 995.0 90 > th dose independent rect. 18 13
781 85.67 wind 9.0 90 < th dose independent rect. 18 13
787 85.68 atmosphere 995.0 90 > th dose dependent rect. 18 2
819 85.78 atmosphere 995.0 10 > th dose dependent rect. 4 17
827 85.80 radiation 40.0 90 < th dose dependent rect. 18 13
834 85.81 atmosphere 995.0 90 > th dose independent rect. 20 22
838 85.81 radiation 40.0 270 < th dose dependent rect. 15 5
882 85.86 temperature 10.0 1440 > th dose independent rect. 19 3
885 85.86 temperature 30.0 1440 < th dose independent rect. 19 3
889 85.86 humidity 50.0 1440 > th dose independent rect. 19 3
891 85.86 atmosphere 995.0 1440 > th dose independent rect. 19 3
892 85.86 radiation 1.0 1440 < th dose independent rect. 19 3
913 85.86 temperature 10.0 1440 > th dose independent rect. 22 21
954 85.90 wind 9.0 270 < th dose independent rect. 1 19
962 85.91 radiation 20.0 270 < th dose independent rect. 15 5
978 85.93 humidity 50.0 270 > th dose independent rect. 1 19
994 85.97 precipitation 0.1 270 < th dose independent rect. 16 4
997 85.97 precipitation 0.1 270 < th dose dependent rect. 16 4