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Os07g0622700

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

Description : Epoxide hydrolase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.88 (0.0315) R2 : 0.44
β1 : -1.66 (0.117) R2dD : 0.275 R2D : 0.14
β2 : 0.982 (0.0814) R2dC : 0.184 R2C : 0.115
β3 : -1.38 (0.135) R2dE : 0.161 R2E : -0.0277
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.444 (0.0718) R2dN8 : 0.0752 R2N8 : -0.0625
σ : 0.577
deviance : 153.5
__
_____
C
peak time of C : 6.33
E
wheather : temperature
threshold : 26.12
memory length : 2
response mode : < th
dose dependency : dose dependent
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 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
145.46 0.567 7.92 -2 0.976 -1.26 0.27 2.12 -0.522 6.45 26.3 10 -- --
152.99 0.581 7.88 -1.68 0.989 -1.42 0.507 -- -0.454 6.18 26.3 10 -- --
145.56 0.566 7.92 -2.01 0.983 -1.26 -- 2.16 -0.526 6.37 26.61 10 -- --
153.5 0.577 7.88 -1.66 0.982 -1.38 -- -- -0.444 6.33 26.12 2 -- --
191.43 0.648 7.93 -1.93 -- -1.12 -- 2.11 -0.447 -- 25.1 6 -- --
182.34 0.633 7.81 -1.34 0.915 -- -0.0289 -- -0.147 7.73 -- -- -- --
182.34 0.632 7.81 -1.34 0.915 -- -- -- -0.147 7.72 -- -- -- --
197.82 0.658 7.88 -1.62 -- -1.36 -- -- -0.352 -- 24.1 3 -- --
219.81 0.694 7.81 -- 0.919 -0.765 -- -- -0.143 7.03 26.12 2 -- --
227.54 0.705 7.84 -1.33 -- -- -- -- -0.134 -- -- -- -- --
229.45 0.709 7.78 -- 0.905 -- -- -- 0.00214 7.82 -- -- -- --
262.31 0.754 7.83 -- -- -0.815 -- -- -0.0977 -- 24.1 2 -- --
273.86 0.772 7.8 -- -- -- -- -- 0.0135 -- -- -- -- --

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
1 137.48 radiation 1 43200 < th dose dependent rect. 20 2
2 137.99 humidity 70 14400 < th dose independent rect. 19 13
3 138.01 humidity 70 14400 > th dose independent rect. 19 13
5 138.62 humidity 70 14400 < th dose dependent rect. 18 1
6 139.17 humidity 70 14400 < th dose dependent rect. 18 14
8 139.25 humidity 70 14400 < th dose independent rect. 18 3
21 139.60 humidity 70 14400 < th dose dependent rect. 18 4
44 141.17 humidity 70 14400 > th dose independent rect. 19 1
46 141.29 humidity 90 14400 > th dose dependent rect. 20 6
49 141.46 humidity 70 14400 > th dose independent rect. 19 10
51 141.47 humidity 90 43200 > th dose independent rect. 9 1
75 141.68 humidity 90 43200 < th dose independent rect. 9 1
77 141.93 temperature 30 10 < th dose dependent rect. 21 20
78 141.97 radiation 30 4320 < th dose dependent rect. 18 1
79 141.98 temperature 30 4320 < th dose dependent rect. 9 1
81 142.06 radiation 20 14400 < th dose independent rect. 16 15
105 142.32 temperature 10 4320 > th dose dependent rect. 9 1
113 142.47 humidity 90 720 < th dose dependent rect. 19 2
126 142.66 wind 9 43200 < th dose independent rect. 19 3
136 142.83 wind 3 43200 > th dose dependent rect. 5 1
138 142.84 humidity 80 43200 > th dose dependent rect. 10 1
147 142.94 wind 5 43200 < th dose independent rect. 5 1
148 142.94 wind 5 43200 > th dose dependent rect. 19 2
152 142.98 humidity 90 14400 < th dose independent rect. 20 5
154 143.01 radiation 10 4320 < th dose dependent rect. 18 11
156 143.05 wind 5 43200 > th dose independent rect. 19 2
157 143.09 humidity 90 14400 < th dose independent rect. 18 8
162 143.17 temperature 25 4320 < th dose independent rect. 6 8
169 143.23 radiation 1 4320 < th dose independent rect. 18 1
175 143.26 radiation 30 14400 > th dose independent rect. 16 16
178 143.27 radiation 1 4320 < th dose independent rect. 18 11
185 143.31 atmosphere 1005 43200 < th dose independent rect. 18 1
186 143.31 humidity 90 14400 > th dose dependent sin 14 NA
190 143.33 radiation 30 14400 > th dose independent rect. 7 1
215 143.41 radiation 1 4320 > th dose independent rect. 18 11
218 143.41 humidity 60 14400 < th dose dependent rect. 16 17
219 143.42 atmosphere 1005 43200 > th dose independent rect. 18 1
220 143.42 humidity 80 720 < th dose independent rect. 18 3
222 143.42 wind 7 43200 > th dose independent rect. 17 21
225 143.43 humidity 90 14400 < th dose independent rect. 21 3
229 143.44 radiation 30 14400 < th dose independent rect. 15 17
230 143.44 radiation 1 14400 > th dose dependent rect. 18 1
253 143.48 wind 7 43200 < th dose independent rect. 17 21
267 143.58 wind 5 43200 > th dose independent rect. 11 1
276 143.60 atmosphere 1005 43200 < th dose independent rect. 16 3
279 143.61 atmosphere 1005 43200 > th dose independent rect. 16 3
282 143.62 wind 5 43200 < th dose independent rect. 19 2
296 143.64 temperature 25 4320 > th dose independent rect. 6 8
297 143.65 atmosphere 1005 43200 > th dose independent rect. 16 1
302 143.68 radiation 1 4320 > th dose independent rect. 18 1
331 143.72 wind 7 43200 < th dose independent rect. 19 21
357 143.80 wind 5 43200 > th dose independent rect. 5 1
363 143.82 wind 5 43200 < th dose independent rect. 11 1
383 143.88 wind 9 43200 > th dose independent rect. 19 3
391 143.90 radiation 30 14400 < th dose independent rect. 7 1
392 143.90 radiation 1 4320 < th dose independent rect. 18 6
415 143.96 temperature 20 14400 > th dose dependent rect. 17 1
426 143.99 temperature 20 14400 > th dose dependent rect. 16 4
451 144.03 humidity 90 14400 < th dose independent rect. 22 1
455 144.03 wind 7 43200 > th dose independent rect. 23 23
473 144.08 wind 7 43200 > th dose independent rect. 8 23
474 144.08 wind 7 43200 < th dose independent rect. 23 23
478 144.08 wind 5 43200 > th dose dependent rect. 9 21
484 144.10 wind 7 43200 > th dose independent rect. 2 23
490 144.11 wind 7 43200 > th dose independent no NA NA
496 144.12 wind 7 43200 > th dose independent rect. 6 23
498 144.12 wind 7 43200 < th dose independent rect. 8 23
512 144.13 wind 9 43200 > th dose dependent rect. 19 4
522 144.14 wind 7 43200 < th dose independent rect. 2 23
526 144.15 wind 7 43200 < th dose independent no NA NA
542 144.15 wind 5 43200 > th dose dependent rect. 17 22
552 144.16 wind 5 43200 > th dose dependent rect. 19 21
564 144.17 wind 3 43200 > th dose dependent rect. 5 9
578 144.18 wind 3 43200 > th dose dependent rect. 3 12
579 144.18 temperature 15 10 > th dose dependent rect. 4 21
629 144.23 wind 5 43200 > th dose dependent rect. 3 19
632 144.24 temperature 10 4320 > th dose dependent rect. 13 1
637 144.24 wind 5 43200 > th dose dependent rect. 24 22
640 144.25 humidity 90 14400 > th dose independent rect. 18 9
641 144.25 wind 7 43200 > th dose independent rect. 23 15
667 144.27 humidity 90 14400 > th dose independent rect. 20 6
676 144.27 wind 5 43200 > th dose dependent rect. 15 23
692 144.29 radiation 10 14400 > th dose dependent rect. 17 13
696 144.30 wind 7 43200 > th dose independent sin 4 NA
720 144.31 wind 5 43200 > th dose dependent rect. 8 15
723 144.32 wind 7 43200 < th dose independent sin 4 NA
775 144.36 temperature 15 10 > th dose dependent rect. 4 18
777 144.37 wind 7 43200 < th dose independent rect. 24 14
798 144.39 humidity 90 43200 > th dose independent rect. 22 1
811 144.40 wind 3 43200 > th dose dependent rect. 24 15
824 144.41 radiation 1 4320 > th dose independent rect. 18 16
842 144.43 wind 3 43200 > th dose dependent sin 4 NA
883 144.46 wind 5 43200 > th dose dependent no NA NA
905 144.47 radiation 1 4320 < th dose dependent rect. 18 17
915 144.48 radiation 1 4320 < th dose independent rect. 18 16
955 144.51 wind 3 43200 > th dose dependent rect. 11 1
961 144.52 temperature 25 14400 < th dose independent rect. 15 6