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Os06g0214800

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 : 10.7 (0.0253) R2 : 0.842
β1 : -0.962 (0.0938) R2dD : 0.0411 R2D : 0.0481
β2 : 2.71 (0.0603) R2dC : 0.708 R2C : 0.722
β3 : -0.689 (0.074) R2dE : 0.0377 R2E : 0.092
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.337 (0.0582) R2dN8 : 0.0183 R2N8 : 0.0179
σ : 0.46
deviance : 97.54
__
_____
C
peak time of C : 9.63
E
wheather : temperature
threshold : 22.22
memory length : 1260
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
96.81 0.462 10.7 -1.12 2.74 -0.781 -0.0836 -0.776 -0.385 9.67 21.8 1450 -- --
97.54 0.46 10.7 -0.959 2.72 -0.682 -0.128 -- -0.34 9.61 22.21 1257 -- --
96.84 0.458 10.7 -1.12 2.74 -0.781 -- -0.772 -0.385 9.67 21.8 1450 -- --
97.54 0.46 10.7 -0.962 2.71 -0.689 -- -- -0.337 9.63 22.22 1260 -- --
386.06 0.915 10.7 -0.333 -- -2.05 -- 1.13 0.0597 -- 25.87 729 -- --
115.85 0.505 10.7 -1.2 2.75 -- -0.102 -- -0.56 9.71 -- -- -- --
115.89 0.504 10.7 -1.2 2.75 -- -- -- -0.561 9.7 -- -- -- --
383.84 0.912 10.7 -0.626 -- -2 -- -- 0.167 -- 25.26 739 -- --
111.17 0.491 10.7 -- 2.7 -1.1 -- -- -0.211 9.67 21 3900 -- --
564.97 1.11 10.8 -1.23 -- -- -- -- -0.557 -- -- -- -- --
154.02 0.581 10.7 -- 2.75 -- -- -- -0.427 9.74 -- -- -- --
393.66 0.924 10.6 -- -- -2.1 -- -- 0.271 -- 25.22 739 -- --
604.73 1.15 10.8 -- -- -- -- -- -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 92.53 wind 1.0 43200 > th dose independent rect. 4 4
2 93.19 wind 1.0 43200 < th dose dependent rect. 4 4
4 93.63 wind 1.0 43200 < th dose independent rect. 4 4
6 94.79 wind 1.0 43200 < th dose dependent rect. 6 2
7 94.99 temperature 20.0 4320 > th dose independent rect. 21 2
9 95.05 temperature 20.0 4320 < th dose independent rect. 21 2
15 95.82 temperature 20.0 4320 < th dose independent rect. 18 5
31 96.99 wind 1.0 43200 > th dose independent rect. 22 8
37 97.13 wind 1.0 43200 < th dose dependent rect. 2 6
43 97.22 wind 1.0 4320 < th dose dependent rect. 7 1
52 97.39 humidity 90.0 10 < th dose dependent rect. 23 17
57 97.48 humidity 90.0 10 < th dose dependent rect. 20 20
63 97.60 temperature 20.0 1440 < th dose independent rect. 5 1
78 97.85 temperature 20.0 4320 < th dose dependent rect. 18 1
80 97.91 temperature 20.0 1440 > th dose independent rect. 5 1
82 97.98 temperature 20.0 1440 < th dose independent rect. 3 3
83 97.98 wind 3.0 14400 < th dose dependent rect. 23 1
90 98.14 humidity 80.0 4320 > th dose independent rect. 9 1
93 98.16 temperature 20.0 10 > th dose independent rect. 3 17
94 98.17 temperature 20.0 1440 > th dose independent rect. 20 10
95 98.19 wind 1.0 43200 < th dose independent rect. 22 9
96 98.20 wind 5.0 90 < th dose independent rect. 15 4
101 98.23 temperature 20.0 1440 < th dose independent rect. 20 10
104 98.25 wind 1.0 43200 < th dose independent rect. 6 2
105 98.25 temperature 20.0 1440 > th dose independent rect. 3 3
110 98.29 temperature 25.0 1440 < th dose dependent rect. 21 1
130 98.46 temperature 20.0 4320 < th dose independent rect. 18 1
132 98.47 radiation 30.0 10 < th dose dependent rect. 21 23
133 98.48 temperature 20.0 1440 > th dose independent rect. 3 1
134 98.48 humidity 70.0 90 > th dose dependent rect. 1 18
146 98.56 wind 1.0 43200 < th dose independent rect. 20 11
151 98.57 radiation 20.0 10 < th dose dependent rect. 13 22
153 98.60 radiation 10.0 10 < th dose independent rect. 7 13
166 98.65 humidity 60.0 14400 > th dose independent rect. 20 7
167 98.66 wind 1.0 4320 < th dose independent rect. 7 1
179 98.71 wind 5.0 30 < th dose independent rect. 14 6
200 98.80 radiation 20.0 10 < th dose dependent rect. 7 13
211 98.86 temperature 20.0 270 > th dose independent rect. 13 18
221 98.89 wind 9.0 90 < th dose dependent rect. 15 4
237 98.94 humidity 80.0 10 < th dose independent rect. 23 17
245 98.98 temperature 25.0 1440 < th dose dependent rect. 19 8
249 99.00 humidity 70.0 30 > th dose dependent sin 4 NA
250 99.00 temperature 25.0 1440 < th dose dependent rect. 2 1
261 99.04 humidity 80.0 4320 < th dose independent rect. 9 1
273 99.08 radiation 20.0 4320 < th dose independent rect. 17 4
312 99.21 wind 1.0 43200 > th dose independent rect. 16 16
323 99.24 humidity 90.0 90 < th dose independent rect. 19 21
325 99.25 wind 9.0 270 < th dose dependent rect. 13 6
332 99.26 radiation 30.0 10 < th dose dependent rect. 3 17
364 99.37 wind 1.0 43200 < th dose independent rect. 23 6
365 99.37 temperature 15.0 1440 > th dose dependent rect. 2 1
374 99.39 radiation 40.0 90 < th dose dependent rect. 1 18
380 99.40 radiation 30.0 10 < th dose dependent rect. 15 23
391 99.42 humidity 50.0 270 > th dose dependent rect. 23 11
397 99.43 humidity 70.0 90 > th dose dependent rect. 1 16
398 99.44 temperature 20.0 1440 > th dose independent sin 11 NA
404 99.44 radiation 40.0 10 < th dose dependent rect. 13 7
412 99.45 radiation 30.0 10 < th dose dependent no NA NA
431 99.48 humidity 70.0 43200 < th dose dependent rect. 21 13
436 99.49 humidity 60.0 43200 < th dose dependent rect. 11 5
444 99.50 humidity 60.0 43200 < th dose dependent rect. 19 21
479 99.58 temperature 15.0 1440 > th dose dependent rect. 2 3
495 99.60 temperature 25.0 1440 < th dose dependent sin 13 NA
498 99.61 radiation 40.0 90 < th dose dependent rect. 13 6
526 99.67 humidity 70.0 43200 < th dose dependent rect. 9 1
539 99.68 humidity 60.0 43200 < th dose dependent rect. 24 16
541 99.69 temperature 20.0 1440 < th dose independent sin 11 NA
543 99.69 humidity 60.0 43200 < th dose dependent rect. 3 13
550 99.71 wind 7.0 270 < th dose independent rect. 15 2
560 99.72 humidity 60.0 43200 < th dose dependent rect. 7 9
576 99.75 temperature 20.0 4320 > th dose independent sin 18 NA
590 99.77 temperature 15.0 1440 > th dose dependent rect. 4 1
628 99.82 temperature 15.0 270 > th dose independent rect. 17 22
708 99.91 humidity 80.0 90 > th dose dependent rect. 23 21
714 99.92 precipitation 0.1 90 < th dose independent rect. 19 20
717 99.92 precipitation 0.1 90 < th dose dependent rect. 19 20
754 99.97 radiation 30.0 90 < th dose independent rect. 13 6
783 100.01 humidity 60.0 43200 > th dose independent rect. 20 16
788 100.02 temperature 20.0 4320 < th dose independent sin 18 NA
798 100.03 radiation 10.0 90 < th dose independent rect. 1 18
800 100.03 wind 1.0 14400 < th dose dependent rect. 19 12
814 100.05 humidity 60.0 43200 < th dose dependent sin 2 NA
815 100.05 humidity 60.0 43200 < th dose dependent rect. 14 1
852 100.09 wind 1.0 43200 < th dose independent rect. 16 16
861 100.10 humidity 50.0 43200 > th dose independent rect. 15 1
883 100.13 humidity 60.0 43200 > th dose independent rect. 9 1
889 100.13 radiation 20.0 90 < th dose dependent rect. 7 12
899 100.15 atmosphere 1000.0 270 > th dose independent rect. 14 3
905 100.15 radiation 20.0 10 < th dose dependent sin 0 NA
908 100.16 temperature 15.0 270 > th dose independent rect. 19 18
938 100.19 temperature 20.0 4320 < th dose independent rect. 14 5
963 100.22 humidity 50.0 90 > th dose dependent rect. 1 10
969 100.23 radiation 10.0 90 < th dose independent rect. 7 12
984 100.25 humidity 60.0 43200 < th dose independent rect. 20 16