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Os02g0299300

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 : 8.79 (0.0305) R2 : 0.931
β1 : -1.84 (0.111) R2dD : 0.0435 R2D : 0.0499
β2 : 5.57 (0.0823) R2dC : 0.896 R2C : 0.136
β3 : -4.43 (0.0722) R2dE : 0.74 R2E : -0.0322
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -2.45 (0.264) R2dD*E : 0.0137 R2D*E : 0.0146
γ1 : -0.143 (0.065) R2dN8 : 0.00105 R2N8 : -0.00122
σ : 0.569
deviance : 149.31
__
_____
C
peak time of C : 12.8
E
wheather : precipitation
threshold : 0.1075
memory length : 276
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 1.15
open length of G : 9.87

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
149.48 0.574 8.79 -1.85 5.55 -4.47 -0.217 -2.39 -0.153 12.7 0.4663 272 1.15 9.87
166.6 0.601 8.79 -1.8 5.59 -4.5 -1.64 -- -0.15 12.7 0.4821 273 1.2 9.8
149.31 0.569 8.79 -1.84 5.57 -4.43 -- -2.45 -0.143 12.8 0.1075 276 1.15 9.87
178.7 0.623 8.79 -1.85 5.59 -4.43 -- -- -0.149 12.8 0.4914 273 1.22 9.8
836.66 1.35 8.81 -1.95 -- -3.68 -- -1.22 0.0397 -- 1.306 27 0.8 8.95
268.24 0.768 8.94 -1.88 5.76 -- 0.64 -- -0.147 16.4 -- -- -- --
269.33 0.769 8.94 -1.87 5.76 -- -- -- -0.143 16.4 -- -- -- --
837.23 1.35 8.79 -1.87 -- -3.61 -- -- 0.212 -- 0.7647 34 0.6 9.04
268.13 0.763 8.75 -- 5.56 -4.42 -- -- 0.0522 12.8 1.179 267 1.22 9.78
2049.91 2.12 8.9 -2.1 -- -- -- -- -0.296 -- -- -- -- --
361.54 0.889 8.89 -- 5.8 -- -- -- 0.065 16.4 -- -- -- --
897.02 1.39 8.76 -- -- -3.89 -- -- 0.323 -- 5.393 189 0.00988 8.37
2165.91 2.17 8.85 -- -- -- -- -- -0.063 -- -- -- -- --

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
1 152.11 precipitation 0.1 270 < th dose independent rect. 1 10
2 152.11 precipitation 0.1 270 < th dose dependent rect. 1 10
3 153.57 temperature 15.0 270 > th dose independent rect. 1 10
4 153.93 wind 9.0 270 < th dose independent rect. 1 10
6 154.20 atmosphere 995.0 270 > th dose independent rect. 1 10
7 154.20 atmosphere 1015.0 270 < th dose independent rect. 1 10
8 154.20 temperature 10.0 270 > th dose independent rect. 11 14
9 154.49 wind 9.0 270 < th dose independent rect. 11 14
10 154.77 precipitation 0.1 270 < th dose independent rect. 11 14
11 154.77 precipitation 0.1 270 < th dose dependent rect. 11 14
13 155.89 humidity 50.0 270 > th dose independent rect. 1 10
14 164.50 humidity 50.0 270 > th dose independent rect. 15 6
15 165.80 radiation 40.0 270 < th dose dependent rect. 15 6
19 167.41 radiation 30.0 270 < th dose independent rect. 15 6
21 167.86 temperature 10.0 270 > th dose dependent rect. 21 5
33 169.22 temperature 10.0 270 > th dose dependent rect. 22 3
38 170.59 temperature 10.0 270 > th dose independent rect. 15 6
39 170.59 temperature 10.0 270 > th dose independent rect. 21 18
40 170.62 humidity 50.0 270 > th dose independent rect. 21 18
43 171.00 radiation 40.0 270 < th dose dependent rect. 16 14
44 171.04 atmosphere 995.0 270 > th dose independent rect. 15 6
46 171.22 radiation 20.0 270 < th dose independent rect. 16 14
48 171.50 temperature 30.0 270 < th dose independent rect. 15 6
50 171.82 atmosphere 995.0 270 > th dose independent rect. 21 18
52 171.96 atmosphere 1015.0 270 < th dose independent rect. 21 18
53 172.06 humidity 50.0 270 > th dose independent rect. 16 14
55 172.13 humidity 50.0 270 > th dose independent rect. 16 4
56 172.14 wind 9.0 270 < th dose independent rect. 21 18
58 172.21 wind 1.0 270 > th dose independent rect. 15 6
59 172.39 precipitation 0.1 270 < th dose independent rect. 21 18
60 172.39 precipitation 0.1 270 < th dose dependent rect. 21 18
62 172.52 wind 9.0 270 < th dose independent rect. 15 6
65 172.98 temperature 30.0 270 < th dose independent rect. 16 4
68 173.42 precipitation 0.1 270 < th dose independent rect. 15 6
69 173.42 precipitation 0.1 270 < th dose dependent rect. 15 6
78 174.38 atmosphere 1015.0 270 < th dose independent rect. 15 6
79 174.52 atmosphere 995.0 270 > th dose dependent rect. 15 6
97 175.72 temperature 10.0 270 > th dose dependent rect. 10 15
107 176.76 temperature 30.0 270 < th dose independent rect. 1 10
110 176.85 atmosphere 995.0 270 > th dose dependent rect. 16 4
138 177.82 temperature 15.0 270 > th dose dependent rect. 23 1
141 177.98 radiation 1.0 270 < th dose independent rect. 15 5
145 178.19 humidity 50.0 270 > th dose dependent rect. 16 4
147 178.23 temperature 10.0 270 > th dose independent rect. 6 10
148 178.23 atmosphere 1015.0 270 < th dose independent rect. 6 10
149 178.23 temperature 10.0 270 > th dose independent rect. 16 14
150 178.23 radiation 40.0 270 < th dose independent rect. 16 14
155 178.38 temperature 15.0 10 > th dose dependent rect. 23 5
168 178.87 radiation 1.0 90 > th dose independent sin 22 NA
169 178.89 precipitation 0.1 270 < th dose independent rect. 6 10
170 178.89 precipitation 0.1 270 < th dose dependent rect. 6 10
178 179.17 temperature 20.0 270 > th dose independent rect. 21 5
180 179.29 wind 9.0 90 < th dose independent rect. 13 14
189 179.51 temperature 10.0 90 > th dose independent rect. 13 14
190 179.54 wind 1.0 270 > th dose independent rect. 11 14
209 180.18 wind 9.0 270 < th dose independent rect. 16 14
211 180.39 wind 9.0 270 < th dose independent rect. 6 10
220 180.67 atmosphere 995.0 270 > th dose independent rect. 16 14
222 180.71 wind 9.0 270 < th dose dependent rect. 2 9
224 180.78 precipitation 0.1 90 < th dose independent rect. 13 14
225 180.78 precipitation 0.1 90 < th dose dependent rect. 13 14
227 180.83 radiation 1.0 270 < th dose independent rect. 17 2
249 181.37 temperature 20.0 270 > th dose independent rect. 22 3
273 182.39 temperature 15.0 270 > th dose independent rect. 1 21
321 183.40 atmosphere 1015.0 270 < th dose independent rect. 11 14
324 183.43 precipitation 0.1 270 < th dose independent rect. 22 3
325 183.43 precipitation 0.1 270 < th dose dependent rect. 22 3
344 183.76 wind 7.0 270 < th dose independent rect. 22 3
345 183.79 precipitation 0.1 270 < th dose independent rect. 16 14
347 183.79 precipitation 0.1 270 < th dose dependent rect. 16 14
353 183.85 temperature 10.0 270 > th dose independent rect. 22 3
354 183.85 temperature 30.0 270 < th dose independent rect. 22 3
355 183.85 humidity 50.0 270 > th dose independent rect. 22 3
358 183.85 atmosphere 995.0 270 > th dose independent rect. 22 3
359 183.85 radiation 1.0 270 < th dose independent rect. 22 3
365 183.85 radiation 1.0 270 < th dose dependent rect. 22 3
370 183.88 temperature 15.0 270 > th dose independent rect. 2 19
419 184.80 precipitation 0.1 270 < th dose independent rect. 21 5
420 184.80 precipitation 0.1 270 < th dose dependent rect. 21 5
421 184.82 humidity 50.0 270 > th dose dependent rect. 22 3
422 184.82 temperature 30.0 270 < th dose dependent rect. 16 4
423 184.85 radiation 1.0 90 < th dose independent rect. 15 8
434 185.09 atmosphere 995.0 270 > th dose independent rect. 6 10
442 185.27 wind 9.0 270 < th dose independent rect. 21 5
444 185.29 temperature 10.0 270 > th dose independent rect. 21 5
445 185.29 temperature 30.0 270 < th dose independent rect. 21 5
446 185.29 humidity 50.0 270 > th dose independent rect. 21 5
449 185.29 atmosphere 995.0 270 > th dose independent rect. 21 5
450 185.29 radiation 1.0 270 < th dose independent rect. 21 5
456 185.29 radiation 1.0 270 < th dose dependent rect. 21 5
486 185.74 wind 9.0 270 < th dose independent rect. 1 21
490 185.94 atmosphere 995.0 270 > th dose independent rect. 11 14
510 186.31 radiation 1.0 90 < th dose independent rect. 4 19
516 186.57 radiation 1.0 90 < th dose dependent rect. 4 19
517 186.59 temperature 10.0 10 > th dose dependent rect. 12 16
520 186.66 wind 9.0 270 < th dose independent rect. 2 19
524 186.73 wind 9.0 270 < th dose dependent rect. 22 3
528 186.79 precipitation 0.1 270 < th dose independent rect. 2 19
529 186.79 precipitation 0.1 270 < th dose dependent rect. 2 19
534 186.94 atmosphere 995.0 270 > th dose independent rect. 2 19
544 187.05 precipitation 0.1 270 < th dose independent rect. 1 21
545 187.05 precipitation 0.1 270 < th dose dependent rect. 1 21
549 187.13 atmosphere 1015.0 270 < th dose independent rect. 2 19
577 187.66 radiation 40.0 90 < th dose independent rect. 12 15
618 188.45 atmosphere 1015.0 270 < th dose independent rect. 22 3
627 188.75 wind 1.0 270 > th dose independent rect. 6 10
641 188.99 temperature 30.0 270 < th dose independent rect. 16 14
643 189.01 atmosphere 995.0 270 > th dose independent rect. 1 21
651 189.13 wind 1.0 270 > th dose independent rect. 21 18
673 189.76 temperature 30.0 90 < th dose dependent rect. 17 6
684 189.94 radiation 1.0 90 < th dose independent sin 21 NA
725 190.02 radiation 40.0 270 < th dose independent rect. 1 10
736 190.23 humidity 50.0 270 > th dose dependent rect. 21 5
758 190.62 precipitation 0.1 10 < th dose independent rect. 3 9
759 190.62 precipitation 0.1 10 < th dose dependent rect. 3 9
767 190.72 radiation 1.0 270 > th dose independent rect. 6 10
786 190.93 temperature 20.0 270 > th dose independent rect. 23 1
790 190.95 radiation 1.0 90 < th dose dependent sin 21 NA
812 191.45 temperature 20.0 10 > th dose independent rect. 23 5
817 191.47 wind 9.0 270 < th dose dependent rect. 21 5
821 191.53 radiation 1.0 90 < th dose independent rect. 9 14
851 191.76 wind 1.0 270 > th dose dependent rect. 16 5
888 192.15 temperature 15.0 90 > th dose independent rect. 4 18
893 192.25 precipitation 0.1 10 < th dose independent rect. 12 15
895 192.25 precipitation 0.1 10 < th dose dependent rect. 12 15
929 192.57 humidity 50.0 10 > th dose dependent rect. 16 6
936 192.63 atmosphere 995.0 90 > th dose independent rect. 4 18
947 192.76 atmosphere 1015.0 270 < th dose independent rect. 21 5
957 192.86 temperature 10.0 270 > th dose dependent rect. 2 9
964 192.95 humidity 50.0 270 > th dose independent rect. 6 10
980 193.10 temperature 30.0 10 < th dose dependent rect. 16 6