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Os02g0206700

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.62 (0.0645) R2 : 0.827
β1 : 1.65 (0.392) R2dD : 0.0346 R2D : -0.0313
β2 : 5.7 (0.137) R2dC : 0.793 R2C : 0.763
β3 : 0.606 (0.302) R2dE : 0.00534 R2E : 0.0173
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -13.8 (2.33) R2dD*E : 0.0859 R2D*E : -0.0661
γ1 : -0.729 (0.117) R2dN8 : 0.025 R2N8 : 0.00826
σ : 0.906
deviance : 378.54
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_____
C
peak time of C : 7.14
E
wheather : temperature
threshold : 29.6
memory length : 866
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
364.28 0.897 9.6 1.75 5.72 0.66 2.61 -15.9 -0.655 7.17 29.6 781 -- --
411.68 0.952 9.88 -0.318 5.73 -0.54 1.1 -- -1.09 6.97 29.6 781 -- --
378.54 0.906 9.62 1.65 5.7 0.606 -- -13.8 -0.729 7.14 29.6 866 -- --
401.81 0.934 9.88 -0.432 5.92 -0.806 -- -- -1.09 7.06 30.4 810 -- --
1441.13 1.77 9.66 2.67 -- 4.26 -- -11.9 0.0661 -- 28.2 598 -- --
424.55 0.966 9.88 -0.231 5.65 -- 0.982 -- -1.07 7.1 -- -- -- --
427.06 0.968 9.88 -0.212 5.65 -- -- -- -1.07 7.09 -- -- -- --
1444.23 1.77 9.68 1.9 -- 3.67 -- -- 0.484 -- 25.8 512 -- --
403.05 0.935 9.86 -- 5.83 -0.868 -- -- -0.96 7.09 30.58 826 -- --
2109.42 2.15 10 -0.102 -- -- -- -- -0.967 -- -- -- -- --
428.25 0.968 9.87 -- 5.65 -- -- -- -1.04 7.09 -- -- -- --
1431.16 1.76 9.79 -- -- 3.4 -- -- -0.0351 -- 25.88 494 -- --
2109.69 2.14 10 -- -- -- -- -- -0.955 -- -- -- -- --

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
1 360.75 temperature 30.0 720 < th dose independent rect. 12 23
2 361.79 humidity 60.0 4320 > th dose independent rect. 10 4
4 362.94 humidity 60.0 4320 > th dose independent rect. 19 19
6 363.17 precipitation 0.1 43200 > th dose dependent rect. 16 5
7 363.21 humidity 60.0 4320 > th dose independent rect. 2 12
11 363.23 humidity 60.0 4320 > th dose independent rect. 23 15
12 363.24 humidity 60.0 4320 > th dose independent rect. 6 8
19 363.29 radiation 30.0 1440 > th dose dependent rect. 12 1
27 364.50 temperature 30.0 720 < th dose independent rect. 8 23
29 365.09 temperature 30.0 720 < th dose independent rect. 10 23
30 365.16 radiation 40.0 1440 < th dose independent rect. 12 1
31 365.22 humidity 60.0 720 > th dose independent rect. 20 21
32 365.26 temperature 30.0 720 < th dose independent rect. 6 23
36 365.46 precipitation 0.1 43200 > th dose dependent rect. 18 3
52 365.91 humidity 60.0 720 > th dose independent rect. 5 12
54 366.06 temperature 30.0 720 < th dose independent rect. 1 23
56 366.18 temperature 30.0 720 < th dose independent rect. 3 22
60 366.32 radiation 1.0 720 > th dose dependent rect. 17 12
62 366.46 humidity 60.0 4320 < th dose independent rect. 10 4
63 366.49 precipitation 0.1 43200 > th dose independent rect. 16 2
71 367.04 humidity 60.0 4320 < th dose independent rect. 18 20
75 367.33 radiation 1.0 720 > th dose dependent rect. 17 2
96 367.44 temperature 30.0 720 < th dose independent rect. 6 15
106 367.52 humidity 50.0 14400 > th dose independent sin 11 NA
113 367.78 precipitation 0.1 43200 < th dose independent rect. 16 2
114 367.78 precipitation 0.1 43200 < th dose dependent rect. 16 2
115 367.83 radiation 40.0 1440 > th dose independent rect. 12 1
130 368.02 temperature 30.0 720 < th dose independent sin 22 NA
136 368.29 precipitation 0.1 43200 < th dose independent rect. 17 4
137 368.29 precipitation 0.1 43200 < th dose dependent rect. 17 4
139 368.37 temperature 30.0 720 < th dose independent rect. 5 17
140 368.41 humidity 60.0 4320 > th dose independent sin 6 NA
148 368.84 temperature 30.0 720 < th dose independent rect. 9 9
165 369.08 humidity 60.0 720 > th dose independent rect. 11 14
176 369.49 humidity 60.0 14400 < th dose dependent rect. 17 17
185 369.76 humidity 70.0 4320 < th dose dependent rect. 11 2
201 369.82 humidity 50.0 14400 < th dose independent rect. 16 20
203 369.89 humidity 60.0 720 > th dose independent rect. 12 5
205 369.93 temperature 30.0 720 < th dose independent rect. 14 3
206 370.01 radiation 10.0 43200 > th dose independent rect. 7 3
217 370.28 humidity 50.0 14400 > th dose independent rect. 15 20
220 370.40 humidity 50.0 14400 < th dose independent sin 11 NA
222 370.51 humidity 60.0 720 > th dose independent rect. 12 11
224 370.54 temperature 30.0 720 < th dose independent rect. 11 6
237 370.93 temperature 30.0 720 < th dose independent rect. 14 18
242 370.98 radiation 10.0 43200 > th dose independent sin 8 NA
258 371.10 humidity 60.0 720 > th dose independent rect. 12 20
283 371.43 precipitation 0.1 43200 > th dose dependent rect. 20 1
286 371.48 temperature 30.0 720 > th dose independent rect. 11 22
294 371.67 temperature 30.0 720 < th dose independent no NA NA
303 371.83 temperature 30.0 720 > th dose independent rect. 11 8
330 371.86 radiation 10.0 43200 > th dose independent rect. 17 20
351 371.97 humidity 50.0 14400 > th dose independent rect. 15 16
353 372.00 humidity 50.0 14400 > th dose independent rect. 15 4
373 372.08 radiation 10.0 43200 > th dose independent rect. 5 9
387 372.11 humidity 50.0 14400 > th dose independent rect. 15 7
389 372.12 humidity 50.0 14400 > th dose independent rect. 15 9
406 372.15 temperature 20.0 90 < th dose independent rect. 18 10
437 372.30 radiation 20.0 43200 > th dose independent rect. 11 2
439 372.32 temperature 20.0 270 > th dose independent rect. 12 13
447 372.43 humidity 50.0 14400 > th dose independent rect. 17 17
449 372.48 temperature 30.0 720 > th dose independent sin 20 NA
459 372.63 temperature 30.0 720 > th dose independent rect. 13 23
464 372.69 temperature 20.0 10 < th dose independent rect. 18 10
469 372.79 temperature 30.0 720 > th dose independent rect. 16 23
491 372.95 humidity 60.0 14400 < th dose dependent sin 11 NA
501 373.04 humidity 70.0 4320 < th dose dependent rect. 19 19
502 373.05 temperature 30.0 720 > th dose independent no NA NA
503 373.05 temperature 30.0 720 > th dose independent rect. 8 11
618 373.08 radiation 20.0 43200 > th dose independent rect. 9 3
635 373.14 humidity 60.0 720 > th dose independent rect. 5 19
691 373.46 humidity 50.0 14400 < th dose independent rect. 15 18
717 373.72 humidity 60.0 4320 > th dose independent rect. 10 10
718 373.72 humidity 60.0 4320 > th dose independent rect. 10 21
721 373.74 humidity 60.0 4320 > th dose independent rect. 10 14
722 373.74 humidity 60.0 4320 > th dose independent rect. 10 19
725 373.75 humidity 60.0 4320 > th dose independent rect. 10 17
736 373.79 humidity 50.0 14400 < th dose independent rect. 15 3
755 373.90 temperature 30.0 720 > th dose independent rect. 13 1
757 373.91 wind 9.0 43200 < th dose independent rect. 10 5
786 374.06 temperature 30.0 720 > th dose independent rect. 11 4
838 374.28 humidity 60.0 4320 > th dose independent rect. 1 19
852 374.29 humidity 60.0 4320 > th dose independent rect. 3 17
854 374.29 humidity 60.0 4320 > th dose independent rect. 23 21
855 374.30 humidity 60.0 4320 < th dose independent sin 6 NA
856 374.30 humidity 60.0 4320 > th dose independent rect. 6 14
880 374.32 humidity 60.0 4320 > th dose independent no NA NA
898 374.32 humidity 60.0 4320 > th dose independent rect. 6 23
905 374.33 humidity 60.0 4320 > th dose independent rect. 6 21
932 374.34 radiation 20.0 43200 < th dose dependent rect. 9 4