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Os05g0515200

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 : 9.79 (0.0336) R2 : 0.594
β1 : -1.47 (0.125) R2dD : 0.132 R2D : 0.153
β2 : 1.67 (0.0876) R2dC : 0.327 R2C : 0.346
β3 : 1.29 (0.137) R2dE : 0.0856 R2E : 0.15
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.235 (0.0726) R2dN8 : 0.013 R2N8 : -0.0187
σ : 0.627
deviance : 181.14
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C
peak time of C : 5.18
E
wheather : precipitation
threshold : 1.537
memory length : 4316
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 12.1
open length of G : 4.86

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
163.73 0.601 9.84 -1.31 1.78 1.28 1.17 5.77 -0.215 5.06 0.04207 4326 12 4.95
178.89 0.623 9.79 -1.46 1.69 1.28 1.25 -- -0.207 5.27 1.488 4316 12.1 4.85
167.17 0.602 9.84 -1.3 1.78 1.29 -- 5.78 -0.213 4.97 0.2035 4326 12 4.95
181.14 0.627 9.79 -1.47 1.67 1.29 -- -- -0.235 5.18 1.537 4316 12.1 4.86
319.65 0.833 9.86 -1.19 -- 1.25 -- 5.74 -0.22 -- 0.1939 8619 12 4.95
214.5 0.687 9.79 -1.68 1.74 -- 0.934 -- -0.149 5.18 -- -- -- --
216.6 0.689 9.79 -1.68 1.75 -- -- -- -0.154 5.09 -- -- -- --
295.02 0.8 9.79 -1.56 -- 2.06 -- -- -0.251 -- 3.034 4310 12.1 4.8
236.95 0.717 9.79 -- 1.67 1.6 -- -- -0.0845 5.18 1.537 4316 12.1 4.86
376.97 0.907 9.81 -1.62 -- -- -- -- -0.11 -- -- -- -- --
291.11 0.798 9.75 -- 1.72 -- -- -- 0.0333 5.13 -- -- -- --
347.18 0.868 9.81 -- -- 2.38 -- -- -0.0972 -- 2.718 4311 12.1 4.82
446.1 0.986 9.77 -- -- -- -- -- 0.0701 -- -- -- -- --

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
1 161.17 precipitation 0.1 14400 > th dose dependent rect. 17 1
2 161.27 precipitation 0.1 14400 > th dose independent rect. 17 1
3 162.21 wind 3.0 14400 < th dose dependent rect. 1 2
4 162.63 precipitation 0.1 14400 < th dose independent rect. 17 1
5 162.63 precipitation 0.1 14400 < th dose dependent rect. 17 1
7 163.96 wind 3.0 14400 < th dose dependent rect. 23 6
12 164.18 wind 3.0 14400 < th dose dependent rect. 21 9
17 164.64 precipitation 0.1 14400 < th dose independent rect. 15 1
18 164.64 precipitation 0.1 14400 < th dose dependent rect. 15 1
21 164.77 precipitation 0.1 14400 > th dose independent rect. 15 1
22 164.77 precipitation 0.1 14400 > th dose dependent rect. 15 1
23 164.78 precipitation 0.1 14400 < th dose independent rect. 9 8
24 164.78 precipitation 0.1 14400 < th dose dependent rect. 9 8
26 164.82 precipitation 0.1 14400 < th dose independent rect. 12 5
27 164.82 precipitation 0.1 14400 < th dose dependent rect. 12 5
31 165.20 precipitation 0.1 14400 > th dose independent rect. 9 8
32 165.22 precipitation 0.1 14400 > th dose independent rect. 12 5
39 165.56 humidity 80.0 14400 > th dose independent rect. 13 1
42 165.67 precipitation 0.1 14400 > th dose dependent rect. 9 8
61 166.22 precipitation 0.1 4320 < th dose independent rect. 6 11
62 166.22 precipitation 0.1 4320 < th dose dependent rect. 6 11
72 166.41 precipitation 0.1 14400 > th dose dependent rect. 12 5
74 166.44 precipitation 0.1 4320 > th dose dependent rect. 14 3
128 167.63 humidity 80.0 14400 > th dose dependent rect. 13 1
130 167.74 wind 3.0 14400 < th dose independent rect. 22 6
138 167.94 wind 3.0 14400 < th dose independent rect. 22 8
181 168.61 wind 3.0 14400 < th dose independent rect. 21 12
187 168.66 wind 3.0 14400 < th dose independent rect. 24 2
195 168.78 wind 1.0 14400 > th dose dependent rect. 22 8
208 168.96 wind 3.0 14400 > th dose independent rect. 21 9
221 169.17 wind 3.0 14400 > th dose independent rect. 21 12
226 169.27 wind 1.0 14400 > th dose dependent rect. 1 2
242 169.47 wind 1.0 14400 > th dose dependent rect. 23 5
289 169.90 humidity 80.0 1440 < th dose independent rect. 11 1
336 170.43 wind 3.0 14400 < th dose dependent sin 9 NA
346 170.53 wind 3.0 14400 > th dose independent rect. 24 2
377 170.75 wind 1.0 14400 > th dose independent rect. 1 6
406 170.99 humidity 70.0 1440 > th dose dependent rect. 11 1
420 171.15 precipitation 0.1 1440 > th dose dependent rect. 5 3
456 171.44 precipitation 0.1 14400 < th dose independent rect. 7 13
461 171.44 precipitation 0.1 14400 < th dose dependent rect. 7 13
469 171.52 precipitation 0.1 1440 < th dose independent rect. 5 3
471 171.52 precipitation 0.1 1440 < th dose dependent rect. 5 3
479 171.54 humidity 80.0 1440 > th dose independent rect. 11 1
483 171.57 precipitation 0.1 14400 < th dose independent rect. 9 11
484 171.57 precipitation 0.1 14400 > th dose independent rect. 7 13
487 171.57 precipitation 0.1 14400 < th dose dependent rect. 9 11
499 171.63 humidity 50.0 720 > th dose dependent rect. 22 17
507 171.68 precipitation 0.1 14400 > th dose independent rect. 9 11
524 171.78 humidity 90.0 4320 > th dose dependent rect. 7 3
534 171.85 humidity 80.0 14400 < th dose independent rect. 13 2
561 171.99 precipitation 0.1 14400 > th dose independent rect. 12 8
564 172.00 humidity 80.0 1440 < th dose independent rect. 9 5
575 172.06 wind 3.0 14400 < th dose independent sin 9 NA
665 172.52 wind 1.0 14400 > th dose independent rect. 3 4
684 172.66 precipitation 0.1 1440 > th dose independent rect. 5 1
689 172.69 precipitation 0.1 1440 > th dose independent rect. 5 3
692 172.69 wind 1.0 14400 > th dose dependent rect. 5 1
694 172.70 humidity 80.0 14400 > th dose dependent rect. 16 1
696 172.71 humidity 80.0 1440 < th dose independent rect. 8 7
701 172.75 wind 3.0 14400 > th dose independent sin 9 NA
713 172.82 humidity 80.0 1440 > th dose independent rect. 9 5
747 173.07 precipitation 0.1 1440 < th dose independent rect. 5 8
749 173.07 precipitation 0.1 1440 < th dose dependent rect. 5 8
754 173.15 wind 9.0 14400 < th dose independent rect. 10 1
763 173.21 wind 1.0 14400 < th dose independent rect. 3 4
803 173.44 humidity 80.0 1440 < th dose independent rect. 3 12
836 173.59 precipitation 0.1 1440 > th dose dependent rect. 5 8
872 173.80 precipitation 0.1 1440 > th dose dependent rect. 5 6
891 173.86 precipitation 0.1 1440 > th dose dependent rect. 5 1
919 174.02 humidity 70.0 1440 > th dose dependent rect. 9 5
934 174.11 humidity 80.0 1440 > th dose independent rect. 3 12
937 174.14 wind 1.0 14400 > th dose dependent sin 9 NA
943 174.19 wind 3.0 14400 > th dose independent rect. 5 1
982 174.42 precipitation 0.1 14400 < th dose independent sin 0 NA
983 174.42 precipitation 0.1 14400 < th dose dependent sin 0 NA
998 174.49 wind 3.0 14400 < th dose independent rect. 5 1