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Os01g0902300

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 : 9.93 (0.0184) R2 : 0.00979
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0821 (0.0387) R2dN8 : 0.0126 R2N8 : 0.00979
σ : 0.346
deviance : 54.86
__
_____
C
peak time of C : --
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 = 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
33.29 0.271 9.88 0.419 0.304 0.41 -0.458 0.651 0.21 7.62 29.5 1215 -- --
33.34 0.269 9.89 0.323 0.308 0.488 -0.485 -- 0.222 7.59 29.6 1215 -- --
33.86 0.271 9.88 0.407 0.307 0.412 -- 0.654 0.207 7.46 29.37 1199 -- --
33.89 0.271 9.9 0.297 0.312 0.484 -- -- 0.208 7.45 29.5 1199 -- --
38.78 0.29 9.88 0.438 -- 0.39 -- 0.824 0.214 -- 29.25 1263 -- --
44.54 0.313 9.92 0.431 0.311 -- -0.4 -- 0.123 6.88 -- -- -- --
44.89 0.314 9.92 0.423 0.313 -- -- -- 0.123 6.51 -- -- -- --
38.84 0.29 9.9 0.296 -- 0.47 -- -- 0.212 -- 29.6 1263 -- --
36.06 0.28 9.9 -- 0.313 0.529 -- -- 0.181 7.5 29.38 1215 -- --
49.97 0.33 9.92 0.43 -- -- -- -- 0.13 -- -- -- -- --
49.6 0.329 9.93 -- 0.318 -- -- -- 0.0763 6.43 -- -- -- --
41.09 0.299 9.91 -- -- 0.513 -- -- 0.182 -- 29.4 1271 -- --
54.86 0.346 9.93 -- -- -- -- -- 0.0821 -- -- -- -- --

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 31.22 temperature 10.0 270 > th dose dependent rect. 14 17
21 32.45 temperature 15.0 10 > th dose dependent rect. 15 18
26 32.54 temperature 30.0 270 < th dose independent rect. 8 17
53 33.21 humidity 60.0 270 > th dose independent rect. 8 17
57 33.25 radiation 1.0 270 < th dose dependent rect. 8 18
62 33.34 precipitation 0.1 270 < th dose independent rect. 14 16
63 33.34 precipitation 0.1 270 < th dose dependent rect. 14 16
64 33.36 temperature 30.0 270 < th dose independent rect. 17 9
65 33.36 temperature 10.0 270 > th dose dependent rect. 12 9
70 33.39 radiation 1.0 270 < th dose independent rect. 17 9
72 33.39 radiation 1.0 270 < th dose dependent rect. 17 9
77 33.46 radiation 1.0 270 < th dose independent rect. 8 18
81 33.50 humidity 60.0 270 > th dose independent rect. 18 8
83 33.50 temperature 15.0 270 > th dose independent rect. 2 16
99 33.62 temperature 10.0 270 > th dose independent rect. 6 8
100 33.62 atmosphere 995.0 270 > th dose independent rect. 6 8
101 33.62 atmosphere 1015.0 270 < th dose independent rect. 6 8
102 33.62 temperature 10.0 270 > th dose independent rect. 14 16
107 33.63 temperature 20.0 270 > th dose independent rect. 13 18
111 33.67 precipitation 0.1 270 < th dose independent rect. 2 16
114 33.67 precipitation 0.1 270 < th dose dependent rect. 2 16
118 33.69 temperature 20.0 10 > th dose independent rect. 15 18
124 33.72 wind 9.0 270 < th dose independent rect. 6 8
125 33.72 precipitation 0.1 270 < th dose independent rect. 6 8
126 33.72 precipitation 0.1 270 < th dose dependent rect. 6 8
139 33.76 temperature 10.0 270 > th dose dependent rect. 2 17
147 33.81 wind 9.0 270 < th dose independent rect. 14 16
153 33.83 temperature 30.0 1440 > th dose dependent rect. 10 1
156 33.84 wind 7.0 270 < th dose independent rect. 18 8
175 33.91 temperature 30.0 1440 > th dose dependent rect. 18 19
177 33.93 temperature 30.0 1440 > th dose dependent sin 8 NA
183 33.94 temperature 30.0 1440 < th dose independent rect. 9 2
206 33.96 temperature 30.0 1440 > th dose independent rect. 9 2
234 33.99 humidity 50.0 270 > th dose dependent rect. 1 7
238 34.00 temperature 10.0 270 > th dose independent rect. 18 8
240 34.00 radiation 20.0 270 < th dose independent rect. 18 8
244 34.00 atmosphere 1015.0 270 < th dose independent rect. 2 16
281 34.06 temperature 30.0 1440 < th dose independent rect. 21 14
283 34.06 temperature 25.0 1440 > th dose dependent rect. 6 2
290 34.07 temperature 30.0 1440 < th dose independent rect. 24 11
315 34.08 atmosphere 995.0 270 > th dose independent rect. 18 8
316 34.08 wind 9.0 270 < th dose independent rect. 2 16
378 34.15 wind 1.0 270 > th dose independent rect. 6 8
395 34.15 temperature 30.0 1440 > th dose independent rect. 18 18
396 34.15 temperature 30.0 1440 > th dose independent rect. 15 20
433 34.17 temperature 30.0 1440 > th dose dependent no NA NA
435 34.17 temperature 10.0 270 > th dose dependent rect. 1 7
591 34.21 temperature 30.0 1440 < th dose independent rect. 15 20
605 34.23 temperature 30.0 1440 > th dose independent sin 10 NA
606 34.23 temperature 30.0 1440 < th dose independent rect. 18 18
624 34.24 temperature 10.0 90 > th dose dependent rect. 3 6
642 34.27 temperature 30.0 1440 < th dose independent sin 9 NA
664 34.28 radiation 20.0 1440 > th dose independent rect. 16 1
682 34.29 precipitation 0.1 270 < th dose independent rect. 18 8
687 34.29 precipitation 0.1 270 < th dose dependent rect. 18 8
698 34.30 atmosphere 995.0 90 > th dose independent rect. 9 18
705 34.31 humidity 50.0 270 > th dose independent rect. 6 8
714 34.32 radiation 20.0 1440 < th dose independent rect. 16 1
728 34.33 radiation 1.0 270 < th dose dependent sin 15 NA
737 34.36 wind 9.0 90 < th dose dependent rect. 3 6
786 34.43 atmosphere 1015.0 270 < th dose independent rect. 14 16
825 34.46 humidity 50.0 270 > th dose independent rect. 6 21
830 34.47 radiation 20.0 1440 < th dose independent rect. 16 12
840 34.48 humidity 80.0 270 > th dose independent rect. 1 7
865 34.50 radiation 20.0 1440 < th dose independent rect. 16 8
868 34.50 temperature 30.0 4320 > th dose dependent rect. 15 4
918 34.53 humidity 50.0 4320 > th dose independent rect. 15 2
930 34.55 atmosphere 995.0 10 > th dose independent rect. 9 7
937 34.55 temperature 30.0 4320 > th dose dependent sin 12 NA
962 34.57 precipitation 0.1 270 < th dose independent rect. 1 7
965 34.57 precipitation 0.1 270 < th dose dependent rect. 1 7
974 34.58 humidity 50.0 4320 < th dose independent rect. 16 18
986 34.59 humidity 50.0 4320 < th dose dependent rect. 16 18
1000 34.61 humidity 50.0 4320 < th dose dependent rect. 16 2