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Os01g0595600

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 : 13.2 (0.0422) R2 : 0.482
β1 : -1.41 (0.182) R2dD : 0.112 R2D : -0.00488
β2 : 1.61 (0.1) R2dC : 0.298 R2C : 0.311
β3 : 1.24 (0.207) R2dE : 0.0577 R2E : -0.00265
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 6.56 (0.65) R2dD*E : 0.209 R2D*E : -0.058
γ1 : 0.261 (0.0939) R2dN8 : 0.0145 R2N8 : 0.0243
σ : 0.744
deviance : 254.97
__
_____
C
peak time of C : 8.59
E
wheather : temperature
threshold : 24.43
memory length : 317
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
251.96 0.746 13.2 -1.3 1.72 1.28 1.56 6.29 0.286 8.86 24.2 87 -- --
291.49 0.795 13.1 -0.242 1.36 1.32 0.362 -- 0.528 8.18 48.44 801 -- --
254.97 0.744 13.2 -1.41 1.61 1.24 -- 6.56 0.261 8.59 24.43 317 -- --
292.32 0.796 13.1 -0.22 1.38 1.35 -- -- 0.553 8.13 63.87 812 -- --
341.68 0.861 13.2 -1.09 -- 2.37 -- 6.24 0.43 -- 71.98 643 -- --
314.83 0.832 13.1 -0.598 1.66 -- 0.734 -- 0.341 8.31 -- -- -- --
316.48 0.833 13.1 -0.576 1.66 -- -- -- 0.341 8.35 -- -- -- --
371.07 0.897 13.1 0.0483 -- 2.52 -- -- 0.735 -- 47.89 666 -- --
293.45 0.798 13.1 -- 1.41 1.43 -- -- 0.589 8.03 75.97 877 -- --
469.53 1.01 13.2 -0.566 -- -- -- -- 0.359 -- -- -- -- --
325.21 0.844 13.1 -- 1.66 -- -- -- 0.405 8.38 -- -- -- --
371.11 0.897 13.1 -- -- 2.5 -- -- 0.727 -- 66.85 660 -- --
477.97 1.02 13.2 -- -- -- -- -- 0.421 -- -- -- -- --

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
1 235.71 wind 1.0 14400 > th dose independent rect. 21 5
3 236.33 wind 1.0 14400 < th dose independent rect. 6 20
4 236.70 humidity 50.0 43200 < th dose independent rect. 11 1
5 236.98 wind 1.0 14400 > th dose independent rect. 6 20
6 237.40 wind 1.0 14400 < th dose independent rect. 21 5
7 237.47 wind 1.0 14400 < th dose dependent rect. 6 18
8 237.82 humidity 50.0 43200 > th dose independent rect. 11 1
11 238.24 wind 1.0 14400 < th dose independent rect. 6 18
15 238.57 humidity 50.0 14400 < th dose independent rect. 9 2
32 239.49 wind 1.0 43200 > th dose independent rect. 9 1
37 240.12 humidity 50.0 14400 > th dose independent rect. 8 2
43 240.52 humidity 50.0 14400 > th dose independent rect. 2 8
59 241.33 humidity 50.0 14400 > th dose independent rect. 19 15
70 241.92 humidity 50.0 43200 > th dose dependent rect. 5 1
72 241.98 humidity 50.0 14400 < th dose dependent rect. 8 4
91 242.15 wind 1.0 43200 < th dose independent rect. 9 1
93 242.29 humidity 50.0 14400 < th dose dependent rect. 11 1
96 242.42 humidity 50.0 43200 > th dose independent rect. 19 19
98 242.45 humidity 50.0 43200 > th dose independent rect. 3 11
105 242.49 humidity 80.0 14400 > th dose dependent rect. 5 1
113 242.57 humidity 50.0 43200 < th dose independent rect. 19 19
118 242.60 humidity 50.0 43200 < th dose independent rect. 3 11
157 242.85 humidity 50.0 43200 < th dose dependent rect. 13 1
173 243.18 humidity 60.0 14400 < th dose dependent rect. 19 14
176 243.34 wind 1.0 43200 > th dose independent rect. 13 14
194 243.58 wind 1.0 14400 < th dose independent rect. 16 10
212 243.98 wind 1.0 14400 > th dose independent rect. 6 11
216 244.12 wind 1.0 14400 > th dose independent rect. 6 8
219 244.16 wind 1.0 14400 < th dose independent rect. 6 8
227 244.38 wind 1.0 14400 < th dose independent rect. 6 11
230 244.40 wind 3.0 43200 < th dose dependent rect. 23 1
236 244.52 humidity 60.0 14400 < th dose dependent rect. 6 3
247 244.60 humidity 50.0 43200 > th dose independent sin 7 NA
266 244.94 wind 1.0 14400 < th dose independent rect. 11 2
281 245.09 wind 1.0 14400 < th dose independent rect. 6 14
303 245.23 wind 1.0 43200 < th dose dependent rect. 9 1
354 245.67 wind 1.0 43200 > th dose independent rect. 15 12
366 245.74 humidity 50.0 43200 < th dose independent sin 7 NA
380 245.94 radiation 1.0 43200 < th dose dependent rect. 16 2
395 246.07 wind 1.0 14400 < th dose dependent rect. 11 1
396 246.08 wind 1.0 14400 < th dose independent rect. 11 15
399 246.12 radiation 1.0 43200 < th dose independent rect. 8 21
402 246.17 radiation 1.0 43200 < th dose independent rect. 8 11
403 246.17 radiation 1.0 43200 < th dose independent rect. 8 17
436 246.40 wind 1.0 14400 > th dose independent rect. 6 14
459 246.54 humidity 70.0 43200 > th dose dependent rect. 21 10
460 246.55 radiation 1.0 43200 < th dose independent sin 19 NA
471 246.60 wind 1.0 14400 > th dose independent rect. 11 2
477 246.60 radiation 1.0 43200 < th dose independent rect. 14 15
482 246.63 radiation 1.0 43200 < th dose independent rect. 14 5
483 246.63 radiation 1.0 43200 < th dose independent rect. 14 11
486 246.64 humidity 50.0 43200 > th dose independent rect. 13 1
510 246.70 humidity 90.0 14400 < th dose dependent rect. 5 2
517 246.73 radiation 1.0 43200 > th dose independent rect. 16 1
531 246.77 wind 3.0 14400 < th dose dependent rect. 20 6
548 246.82 radiation 1.0 43200 < th dose independent rect. 16 1
559 246.82 humidity 50.0 14400 < th dose dependent sin 8 NA
563 246.83 humidity 70.0 43200 > th dose dependent rect. 18 13
566 246.85 humidity 50.0 43200 < th dose independent rect. 13 1
629 247.10 radiation 1.0 43200 > th dose independent rect. 8 21
635 247.13 radiation 1.0 43200 > th dose independent rect. 8 11
665 247.22 humidity 70.0 14400 < th dose independent rect. 20 12
714 247.44 atmosphere 1015.0 43200 < th dose independent rect. 23 1
741 247.56 radiation 1.0 43200 > th dose independent sin 19 NA
778 247.66 atmosphere 1015.0 43200 > th dose independent rect. 23 1
785 247.69 radiation 1.0 43200 > th dose independent rect. 14 15
786 247.70 radiation 1.0 43200 > th dose independent rect. 14 5
816 247.79 precipitation 0.1 43200 > th dose independent rect. 22 1
827 247.79 precipitation 0.1 43200 > th dose dependent rect. 22 1
832 247.84 precipitation 0.1 43200 < th dose independent rect. 22 1
833 247.84 precipitation 0.1 43200 < th dose dependent rect. 22 1
864 247.90 wind 1.0 14400 > th dose independent rect. 16 10
869 247.93 radiation 1.0 43200 < th dose dependent rect. 15 8
908 248.01 wind 1.0 43200 > th dose independent sin 16 NA
910 248.01 precipitation 0.1 43200 > th dose independent rect. 20 12
937 248.12 wind 1.0 14400 < th dose dependent rect. 16 10
938 248.13 precipitation 0.1 43200 < th dose independent rect. 20 12
940 248.13 precipitation 0.1 43200 < th dose dependent rect. 20 12
941 248.14 humidity 50.0 43200 < th dose dependent sin 4 NA
951 248.17 radiation 1.0 43200 < th dose dependent sin 18 NA
970 248.20 radiation 1.0 43200 < th dose dependent rect. 9 10
971 248.20 radiation 1.0 43200 < th dose dependent rect. 9 14