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Os10g0154700

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

Description : Similar to Cyclophilin Dicyp-2.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.0612) R2 : 0.479
β1 : 0.668 (0.273) R2dD : 0.0121 R2D : 0.0242
β2 : 2 (0.139) R2dC : 0.249 R2C : 0.304
β3 : -1.61 (0.185) R2dE : 0.114 R2E : 0.125
β4 : -2.62 (0.549) R2dD*C : 0.0296 R2D*C : 0.00586
β5 : -3.52 (0.649) R2dD*E : 0.0671 R2D*E : -0.00442
γ1 : -0.249 (0.137) R2dN8 : 0.00637 R2N8 : 0.0175
σ : 1.08
deviance : 528.47
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_____
C
peak time of C : 11.4
E
wheather : temperature
threshold : 21.3
memory length : 748
response mode : > th
dose dependency : dose independent
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 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
528.47 1.08 11.3 0.668 2 -1.61 -2.62 -3.52 -0.249 11.4 21.3 748 -- --
563.13 1.11 11.3 1.51 2.06 -1.38 -1.59 -- -0.0707 11.5 21.4 645 -- --
554.3 1.1 11.3 0.751 2.02 -1.54 -- -2.59 -0.219 11.4 21.38 693 -- --
573.8 1.12 11.2 1.49 2.03 -1.45 -- -- -0.0591 11.4 21.22 730 -- --
793.2 1.31 11.3 1.03 -- -2.23 -- -2.57 -0.0287 -- 21.3 837 -- --
633.15 1.18 11.3 1.03 2.25 -- -1.74 -- -0.441 11.2 -- -- -- --
645.99 1.19 11.3 0.961 2.27 -- -- -- -0.448 11.1 -- -- -- --
814.05 1.33 11.2 1.68 -- -2.07 -- -- 0.101 -- 21.38 834 -- --
626.86 1.17 11.3 -- 2.1 -1.09 -- -- -0.196 11.3 21.3 645 -- --
966.37 1.45 11.4 0.907 -- -- -- -- -0.468 -- -- -- -- --
670.35 1.21 11.3 -- 2.26 -- -- -- -0.556 11.1 -- -- -- --
880.8 1.38 11.3 -- -- -1.65 -- -- -0.192 -- 21.4 808 -- --
988.09 1.47 11.4 -- -- -- -- -- -0.568 -- -- -- -- --

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
1 519.04 wind 3.0 14400 < th dose dependent rect. 1 2
2 521.25 wind 3.0 14400 < th dose dependent rect. 20 10
9 522.74 wind 3.0 14400 < th dose dependent rect. 23 4
10 523.01 wind 3.0 14400 < th dose dependent rect. 23 8
22 525.00 wind 3.0 14400 < th dose dependent rect. 1 6
41 528.71 wind 1.0 14400 < th dose independent rect. 1 6
49 529.74 wind 3.0 14400 < th dose dependent sin 10 NA
52 530.10 wind 1.0 14400 > th dose independent rect. 1 6
57 530.50 temperature 25.0 720 < th dose dependent rect. 21 15
61 530.66 wind 1.0 14400 < th dose independent rect. 19 10
64 530.75 wind 1.0 14400 < th dose independent rect. 3 4
68 531.16 wind 3.0 14400 < th dose dependent rect. 4 2
71 531.72 wind 1.0 14400 > th dose independent rect. 19 10
90 532.72 wind 1.0 14400 > th dose independent rect. 3 4
98 533.33 wind 1.0 14400 > th dose independent rect. 19 12
111 533.79 temperature 25.0 720 < th dose dependent sin 8 NA
114 533.86 temperature 20.0 720 > th dose independent rect. 23 10
138 534.57 precipitation 0.1 14400 < th dose independent rect. 15 1
139 534.57 precipitation 0.1 14400 < th dose dependent rect. 15 1
141 534.61 precipitation 0.1 14400 > th dose independent rect. 15 1
142 534.61 precipitation 0.1 14400 > th dose dependent rect. 15 1
145 534.68 temperature 20.0 720 > th dose independent rect. 22 13
150 534.83 temperature 20.0 720 < th dose independent rect. 22 9
175 535.54 wind 1.0 14400 > th dose independent rect. 1 2
179 535.60 wind 1.0 14400 > th dose independent rect. 19 17
186 535.90 temperature 20.0 720 < th dose independent rect. 3 1
209 536.77 temperature 25.0 720 < th dose dependent rect. 1 4
232 537.33 temperature 20.0 720 < th dose independent rect. 1 5
238 537.45 temperature 10.0 720 > th dose dependent rect. 23 10
245 537.58 temperature 30.0 270 < th dose dependent rect. 4 8
268 538.16 wind 1.0 14400 < th dose independent rect. 19 17
272 538.26 temperature 20.0 720 > th dose independent rect. 22 19
302 538.79 temperature 20.0 720 > th dose independent rect. 1 8
336 539.56 wind 3.0 14400 < th dose independent rect. 22 6
358 539.93 wind 3.0 14400 < th dose independent rect. 22 4
382 540.22 wind 1.0 14400 > th dose independent sin 11 NA
405 540.52 temperature 20.0 720 > th dose independent rect. 22 17
420 540.78 temperature 20.0 720 > th dose independent sin 7 NA
438 541.10 temperature 20.0 720 < th dose independent sin 8 NA
446 541.23 wind 1.0 14400 < th dose independent sin 11 NA
454 541.33 wind 1.0 14400 < th dose independent rect. 1 2
638 543.61 wind 3.0 14400 > th dose independent rect. 22 6
679 544.07 wind 3.0 14400 > th dose independent rect. 22 4
728 544.67 wind 1.0 14400 > th dose dependent rect. 22 9
773 545.08 wind 1.0 14400 < th dose independent rect. 9 22
793 545.30 wind 1.0 14400 < th dose dependent rect. 2 21
816 545.53 wind 1.0 14400 < th dose dependent rect. 4 19
827 545.69 wind 1.0 14400 > th dose independent rect. 9 22
843 545.82 temperature 20.0 720 > th dose independent rect. 23 5
914 546.49 wind 1.0 14400 < th dose independent rect. 2 22
949 546.84 wind 1.0 14400 < th dose dependent rect. 9 22
971 547.00 wind 1.0 14400 > th dose independent rect. 3 9
973 547.03 wind 1.0 14400 > th dose independent rect. 2 22
976 547.06 temperature 15.0 270 > th dose dependent rect. 23 17