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Os03g0160400

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

Description : Similar to ACL098Cp.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.29 (0.0232) R2 : 0.496
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.84 (0.0873) R2dE : 0.537 R2E : 0.466
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.223 (0.0505) R2dN8 : 0.0304 R2N8 : -0.0408
σ : 0.432
deviance : 85.96
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 15.57
memory length : 2284
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
66.52 0.383 9.38 -0.639 0.537 1.58 -1.15 -2.23 -0.355 21.4 19.39 3152 -- --
68.43 0.385 9.3 -0.228 0.524 1.69 -1.22 -- -0.229 21.4 16.43 5333 -- --
70.94 0.392 9.39 -0.722 0.529 1.56 -- -2.79 -0.38 21.6 20.6 3177 -- --
74.12 0.401 9.3 -0.0737 0.549 1.79 -- -- -0.225 21.7 15.86 3172 -- --
79.34 0.415 9.4 -0.832 -- 1.76 -- -3.37 -0.452 -- 21.37 2238 -- --
130.8 0.536 9.22 0.649 0.599 -- -1.12 -- 0.158 21.7 -- -- -- --
135.44 0.545 9.22 0.69 0.602 -- -- -- 0.159 22 -- -- -- --
85.99 0.432 9.29 0.0261 -- 1.81 -- -- -0.218 -- 15.93 2280 -- --
74.08 0.401 9.29 -- 0.554 1.7 -- -- -0.192 21.6 16.37 3142 -- --
157.25 0.586 9.2 0.698 -- -- -- -- 0.159 -- -- -- -- --
148 0.569 9.23 -- 0.605 -- -- -- 0.0821 22.1 -- -- -- --
85.96 0.432 9.29 -- -- 1.84 -- -- -0.223 -- 15.57 2284 -- --
170.09 0.609 9.22 -- -- -- -- -- 0.0819 -- -- -- -- --

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 62.25 humidity 90 43200 > th dose independent rect. 10 1
2 62.50 temperature 15 43200 > th dose independent rect. 3 2
3 62.58 temperature 15 43200 > th dose independent rect. 2 4
6 62.84 humidity 90 43200 < th dose independent rect. 10 1
8 62.90 temperature 15 43200 < th dose independent rect. 2 3
13 63.08 temperature 15 43200 < th dose independent rect. 4 1
16 63.16 radiation 30 43200 < th dose independent rect. 1 6
22 63.24 radiation 30 43200 < th dose independent rect. 22 9
30 63.34 radiation 30 43200 < th dose independent rect. 18 13
33 63.40 wind 5 43200 < th dose independent rect. 11 1
37 63.41 radiation 20 43200 > th dose dependent rect. 6 1
68 63.79 temperature 25 4320 < th dose independent rect. 8 5
70 63.80 wind 5 43200 > th dose independent rect. 11 1
74 63.86 wind 3 43200 > th dose dependent rect. 11 1
80 63.99 humidity 90 43200 > th dose dependent rect. 3 11
82 64.00 radiation 1 14400 < th dose dependent rect. 18 13
83 64.01 radiation 1 43200 < th dose dependent rect. 18 1
84 64.01 radiation 1 43200 < th dose dependent rect. 18 4
101 64.10 temperature 25 4320 < th dose independent rect. 7 7
102 64.11 wind 5 43200 > th dose dependent rect. 10 4
111 64.20 radiation 1 43200 > th dose dependent rect. 18 1
124 64.23 humidity 90 43200 > th dose dependent rect. 4 7
131 64.28 radiation 1 43200 < th dose dependent rect. 18 17
133 64.31 humidity 90 43200 > th dose dependent sin 3 NA
137 64.34 radiation 10 14400 < th dose independent rect. 17 1
142 64.36 radiation 1 14400 < th dose dependent rect. 5 1
144 64.37 radiation 1 43200 > th dose independent rect. 9 1
159 64.41 temperature 25 4320 > th dose independent rect. 9 3
162 64.42 wind 7 43200 < th dose independent rect. 7 8
164 64.43 radiation 1 43200 < th dose independent rect. 9 1
179 64.51 wind 7 43200 > th dose independent rect. 7 8
180 64.52 temperature 25 4320 > th dose independent rect. 8 5
200 64.61 wind 7 43200 < th dose independent rect. 10 3
202 64.61 radiation 1 43200 < th dose dependent rect. 6 5
211 64.64 radiation 1 43200 < th dose independent rect. 7 3
218 64.66 radiation 1 43200 < th dose independent rect. 7 5
219 64.66 radiation 1 43200 < th dose independent rect. 17 8
232 64.67 radiation 1 43200 < th dose independent rect. 17 5
239 64.68 radiation 1 43200 > th dose independent rect. 7 3
243 64.68 radiation 30 14400 < th dose independent rect. 15 17
249 64.69 radiation 1 43200 > th dose independent rect. 7 5
278 64.76 radiation 10 14400 < th dose independent rect. 16 14
282 64.77 wind 7 43200 > th dose independent rect. 5 10
287 64.78 humidity 90 43200 < th dose independent rect. 8 18
306 64.82 radiation 1 43200 < th dose dependent rect. 4 7
332 64.85 radiation 1 43200 < th dose dependent sin 11 NA
339 64.86 humidity 90 43200 < th dose independent rect. 5 21
361 64.91 temperature 25 4320 < th dose independent rect. 7 12
376 64.96 temperature 15 43200 > th dose independent sin 8 NA
379 64.96 humidity 90 43200 > th dose dependent rect. 5 1
383 64.96 radiation 1 14400 < th dose dependent rect. 21 9
386 64.96 radiation 1 43200 < th dose dependent rect. 7 22
399 64.98 radiation 1 43200 < th dose dependent rect. 7 1
422 65.01 humidity 90 43200 > th dose independent rect. 3 9
453 65.05 radiation 1 43200 < th dose dependent rect. 9 3
462 65.07 humidity 90 43200 > th dose independent sin 4 NA
466 65.08 humidity 90 43200 > th dose independent rect. 4 22
526 65.15 radiation 1 43200 < th dose dependent rect. 7 12
527 65.15 radiation 1 43200 < th dose dependent rect. 7 15
530 65.16 atmosphere 1005 43200 > th dose independent rect. 16 1
544 65.17 radiation 1 43200 > th dose independent rect. 17 2
571 65.19 wind 7 43200 < th dose independent sin 0 NA
579 65.20 wind 7 43200 > th dose independent sin 0 NA
635 65.28 humidity 90 43200 > th dose independent rect. 8 18
642 65.29 humidity 80 43200 > th dose dependent rect. 10 1
677 65.37 atmosphere 1005 43200 < th dose independent rect. 16 1
686 65.38 radiation 1 43200 < th dose dependent rect. 4 15
689 65.38 radiation 30 14400 > th dose dependent rect. 15 17
724 65.40 radiation 1 43200 < th dose dependent no NA NA
745 65.41 wind 7 43200 > th dose dependent rect. 9 11
746 65.41 wind 7 43200 > th dose dependent rect. 10 15
760 65.44 temperature 25 4320 > th dose independent rect. 7 11
763 65.45 radiation 1 43200 < th dose independent rect. 18 17
775 65.46 radiation 30 14400 > th dose independent rect. 16 16
776 65.46 radiation 40 14400 > th dose dependent rect. 7 2
834 65.51 humidity 90 43200 > th dose independent rect. 4 7
837 65.51 humidity 90 43200 > th dose independent rect. 17 20
862 65.53 radiation 1 43200 < th dose dependent rect. 10 23
889 65.56 radiation 1 43200 < th dose dependent rect. 9 1
920 65.58 temperature 25 4320 < th dose independent sin 1 NA
938 65.59 humidity 90 43200 > th dose dependent rect. 19 19
944 65.60 humidity 90 43200 > th dose independent rect. 22 15
946 65.60 humidity 90 43200 > th dose dependent rect. 17 21
961 65.63 radiation 1 43200 < th dose independent rect. 7 18
966 65.64 humidity 90 43200 < th dose independent rect. 22 1
969 65.64 radiation 1 43200 < th dose independent rect. 7 12
997 65.67 humidity 90 43200 > th dose independent rect. 22 23