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Os09g0462100

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.2 (0.024) R2 : 0.644
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.8 (0.0628) R2dC : 0.646 R2C : 0.64
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.1 (0.0504) R2dN8 : 0.00398 R2N8 : -0.00198
σ : 0.452
deviance : 93.35
__
_____
C
peak time of C : 6.15
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
71.22 0.396 10.2 0.429 1.78 -1.12 0.917 1.49 0.0607 6.44 51.52 993 -- --
70.52 0.391 10.1 0.528 1.78 -0.584 0.937 -- 0.0769 6.45 56.22 1056 -- --
73.08 0.398 10.1 0.479 1.8 -0.845 -- 1.04 0.0671 6.37 52.43 1024 -- --
72.57 0.397 10.1 0.54 1.79 -0.566 -- -- 0.0709 6.37 56.86 1066 -- --
236.65 0.716 10.2 0.541 -- -0.685 -- 0.41 0.12 -- 55.22 1178 -- --
80.57 0.421 10.2 0.643 1.79 -- 0.821 -- -0.0244 6.23 -- -- -- --
82.17 0.425 10.2 0.651 1.8 -- -- -- -0.0277 6.16 -- -- -- --
236.76 0.717 10.2 0.572 -- -0.624 -- -- 0.124 -- 56 1190 -- --
80.11 0.417 10.2 -- 1.8 -0.625 -- -- 0.00911 6.34 55 1068 -- --
249.24 0.738 10.2 0.701 -- -- -- -- 0.0121 -- -- -- -- --
93.35 0.452 10.2 -- 1.8 -- -- -- -0.1 6.15 -- -- -- --
244.92 0.729 10.2 -- -- -0.74 -- -- 0.0769 -- 55.74 1192 -- --
262.22 0.756 10.2 -- -- -- -- -- -0.0657 -- -- -- -- --

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 64.32 humidity 70.0 720 > th dose independent rect. 16 10
5 64.98 humidity 90.0 720 < th dose dependent rect. 19 2
11 65.88 humidity 70.0 720 > th dose independent rect. 16 3
22 66.66 humidity 50.0 720 > th dose dependent rect. 15 11
23 66.71 temperature 20.0 90 > th dose independent rect. 21 6
33 67.00 temperature 15.0 90 > th dose dependent rect. 21 6
39 67.17 humidity 50.0 720 > th dose dependent rect. 15 4
40 67.21 temperature 20.0 270 > th dose independent rect. 21 4
50 67.42 temperature 20.0 270 > th dose independent rect. 18 8
60 67.62 precipitation 0.1 270 < th dose independent rect. 16 14
61 67.62 precipitation 0.1 270 < th dose dependent rect. 16 14
64 67.65 humidity 50.0 90 > th dose dependent rect. 17 10
68 67.69 temperature 10.0 270 > th dose dependent rect. 18 8
71 67.72 radiation 1.0 270 < th dose dependent rect. 5 21
76 67.77 temperature 15.0 270 > th dose dependent rect. 21 4
84 67.85 humidity 80.0 720 < th dose independent rect. 19 1
93 67.90 atmosphere 1015.0 270 < th dose independent rect. 6 20
128 68.19 wind 5.0 90 < th dose dependent rect. 3 4
130 68.22 temperature 25.0 270 < th dose independent rect. 2 3
147 68.32 radiation 40.0 270 < th dose dependent rect. 15 11
148 68.35 precipitation 0.1 270 < th dose independent rect. 2 15
149 68.35 precipitation 0.1 270 < th dose dependent rect. 2 15
152 68.38 temperature 20.0 10 > th dose independent rect. 22 6
158 68.40 temperature 20.0 270 > th dose independent rect. 22 2
159 68.40 radiation 1.0 270 < th dose independent rect. 6 20
199 68.62 humidity 70.0 720 > th dose independent sin 14 NA
207 68.66 temperature 15.0 10 > th dose dependent rect. 21 7
216 68.72 precipitation 0.1 270 < th dose independent rect. 2 4
219 68.72 precipitation 0.1 270 < th dose dependent rect. 2 4
243 68.81 wind 9.0 270 < th dose independent rect. 6 20
264 68.90 wind 9.0 270 < th dose independent rect. 6 9
267 68.91 wind 7.0 270 < th dose independent rect. 16 10
299 69.02 temperature 30.0 720 < th dose independent rect. 17 9
300 69.03 wind 5.0 90 < th dose independent rect. 3 4
304 69.05 precipitation 0.1 270 < th dose independent rect. 3 2
306 69.05 temperature 20.0 90 > th dose independent rect. 7 20
308 69.05 precipitation 0.1 270 < th dose dependent rect. 3 2
317 69.08 radiation 10.0 270 < th dose independent rect. 2 4
322 69.09 radiation 40.0 270 < th dose independent rect. 14 16
323 69.09 precipitation 0.1 90 < th dose independent rect. 3 18
327 69.09 precipitation 0.1 90 < th dose dependent rect. 3 18
328 69.10 atmosphere 1015.0 270 < th dose independent rect. 17 9
331 69.10 radiation 10.0 270 < th dose dependent rect. 16 10
335 69.12 atmosphere 1010.0 270 < th dose independent rect. 2 4
336 69.12 humidity 50.0 270 > th dose dependent rect. 2 4
357 69.17 humidity 70.0 90 > th dose independent rect. 17 10
358 69.17 temperature 15.0 270 > th dose independent rect. 2 14
361 69.18 temperature 10.0 270 > th dose independent rect. 6 9
363 69.18 atmosphere 1015.0 270 < th dose independent rect. 6 9
364 69.18 temperature 10.0 270 > th dose independent rect. 15 15
366 69.19 radiation 20.0 270 < th dose independent rect. 16 10
372 69.20 precipitation 0.1 270 < th dose independent rect. 6 9
373 69.20 radiation 1.0 270 < th dose independent rect. 16 10
378 69.20 precipitation 0.1 270 < th dose dependent rect. 6 9
381 69.21 humidity 50.0 270 > th dose independent rect. 6 9
384 69.21 radiation 20.0 270 < th dose dependent rect. 2 4
386 69.22 atmosphere 995.0 270 > th dose independent rect. 6 8
392 69.23 wind 9.0 270 < th dose independent rect. 5 22
393 69.23 temperature 10.0 270 > th dose dependent rect. 2 4
409 69.26 temperature 10.0 270 > th dose independent rect. 2 4
412 69.26 humidity 50.0 270 > th dose independent rect. 2 4
415 69.26 atmosphere 995.0 270 > th dose independent rect. 2 4
420 69.26 temperature 10.0 270 > th dose independent rect. 6 20
422 69.27 wind 7.0 270 < th dose dependent rect. 3 2
432 69.29 humidity 50.0 90 > th dose dependent rect. 3 12
438 69.32 atmosphere 995.0 270 > th dose independent rect. 2 14
458 69.34 humidity 50.0 10 > th dose dependent rect. 18 10
460 69.35 humidity 80.0 720 < th dose dependent sin 13 NA
464 69.36 humidity 90.0 720 < th dose dependent rect. 12 11
473 69.39 atmosphere 1015.0 90 < th dose dependent rect. 3 4
497 69.44 temperature 10.0 270 > th dose independent rect. 16 10
500 69.44 atmosphere 1015.0 270 < th dose independent rect. 2 14
540 69.52 humidity 90.0 720 < th dose dependent sin 16 NA
557 69.54 atmosphere 995.0 270 > th dose independent rect. 14 16
567 69.55 humidity 60.0 270 > th dose dependent rect. 3 2
573 69.57 humidity 50.0 270 > th dose independent rect. 6 20
589 69.60 temperature 30.0 720 < th dose independent rect. 17 2
595 69.60 humidity 70.0 720 > th dose independent rect. 15 18
598 69.60 wind 5.0 10 < th dose dependent rect. 4 5
625 69.67 wind 9.0 90 < th dose dependent rect. 3 14
628 69.68 humidity 70.0 720 < th dose independent rect. 16 4
648 69.70 humidity 50.0 720 > th dose dependent sin 16 NA
652 69.71 wind 9.0 270 < th dose independent rect. 15 15
656 69.71 wind 9.0 90 < th dose dependent rect. 17 10
681 69.76 wind 1.0 30 > th dose independent sin 7 NA
683 69.76 atmosphere 995.0 270 > th dose independent rect. 17 9
734 69.81 precipitation 0.1 270 < th dose independent rect. 1 20
738 69.81 precipitation 0.1 270 < th dose dependent rect. 1 20
750 69.83 humidity 80.0 720 < th dose independent rect. 12 10
784 69.86 humidity 70.0 720 < th dose independent sin 13 NA
803 69.88 wind 9.0 270 < th dose independent rect. 2 14
835 69.94 radiation 1.0 10 < th dose dependent sin 12 NA
857 69.96 radiation 40.0 270 < th dose dependent rect. 15 15
876 70.00 radiation 10.0 270 < th dose independent rect. 1 6
892 70.02 radiation 20.0 90 < th dose independent rect. 3 6
900 70.03 temperature 30.0 90 < th dose independent rect. 18 9