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Os05g0557900

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 : 6.97 (0.0256) R2 : 0.649
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.95 (0.0671) R2dC : 0.651 R2C : 0.649
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0157 (0.0539) R2dN8 : 8.42e-05 R2N8 : -0.00263
σ : 0.483
deviance : 106.57
__
_____
C
peak time of C : 18.2
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 = wind, 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
88.07 0.441 6.98 -0.649 1.81 0.466 0.327 -0.27 -0.109 18.3 1.114 27 -- --
88.13 0.437 6.99 -0.659 1.81 0.445 0.305 -- -0.11 18.3 1.1 26 -- --
88.33 0.438 6.98 -0.655 1.81 0.464 -- -0.202 -0.109 18.3 1.103 26 -- --
88.36 0.438 6.99 -0.666 1.82 0.445 -- -- -0.111 18.3 1.108 26 -- --
183.59 0.631 6.9 -0.274 -- 1.32 -- -0.0783 -0.0964 -- 2.416 201 -- --
92.28 0.45 6.99 -0.724 1.93 -- 0.364 -- -0.0981 18.2 -- -- -- --
92.6 0.451 6.99 -0.728 1.94 -- -- -- -0.0967 18.2 -- -- -- --
182.83 0.63 6.95 -0.291 -- 1.31 -- -- -0.182 -- 2.401 201 -- --
99.77 0.465 6.97 -- 1.8 0.557 -- -- -0.0418 18.3 1.135 26 -- --
287.14 0.792 6.95 -0.781 -- -- -- -- -0.139 -- -- -- -- --
106.57 0.483 6.97 -- 1.95 -- -- -- -0.0157 18.2 -- -- -- --
185.29 0.634 6.95 -- -- 1.37 -- -- -0.137 -- 2.401 201 -- --
303.24 0.813 6.93 -- -- -- -- -- -0.0526 -- -- -- -- --

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 84.68 wind 5.0 720 < th dose independent rect. 7 2
3 85.12 wind 1.0 30 > th dose independent rect. 7 22
4 85.18 wind 7.0 720 < th dose dependent rect. 7 2
7 85.35 wind 7.0 10 < th dose independent rect. 7 22
12 85.72 wind 3.0 10 < th dose dependent rect. 5 2
13 85.79 temperature 30.0 90 < th dose independent rect. 4 17
16 85.89 atmosphere 995.0 720 > th dose independent rect. 9 7
18 86.00 wind 7.0 90 < th dose independent rect. 7 21
20 86.06 wind 9.0 720 < th dose dependent rect. 6 5
22 86.12 temperature 30.0 90 < th dose independent rect. 4 13
26 86.13 wind 3.0 90 < th dose dependent rect. 4 3
27 86.13 atmosphere 1015.0 90 < th dose dependent rect. 4 3
28 86.15 radiation 20.0 10 < th dose dependent rect. 5 2
31 86.18 wind 1.0 30 > th dose independent rect. 23 6
32 86.18 atmosphere 1015.0 10 < th dose dependent rect. 5 2
34 86.20 radiation 40.0 90 < th dose independent rect. 4 13
36 86.24 atmosphere 1000.0 10 > th dose independent rect. 5 18
37 86.26 wind 7.0 270 < th dose independent rect. 6 11
38 86.26 wind 1.0 30 > th dose independent rect. 9 20
43 86.30 radiation 40.0 90 < th dose independent rect. 4 18
45 86.31 atmosphere 995.0 720 > th dose independent rect. 4 17
52 86.37 temperature 10.0 10 > th dose dependent rect. 7 22
53 86.38 radiation 40.0 270 < th dose dependent rect. 2 11
54 86.43 humidity 50.0 10 > th dose dependent rect. 5 2
59 86.45 wind 1.0 30 > th dose independent rect. 23 16
63 86.46 temperature 10.0 90 > th dose dependent rect. 7 21
66 86.49 wind 3.0 10 < th dose independent rect. 5 2
68 86.51 atmosphere 995.0 720 > th dose independent rect. 9 22
69 86.52 wind 1.0 30 > th dose independent rect. 22 21
81 86.57 wind 1.0 30 > th dose independent rect. 1 14
82 86.58 precipitation 0.1 10 < th dose independent rect. 5 2
83 86.58 precipitation 0.1 10 < th dose dependent rect. 5 2
87 86.59 temperature 10.0 10 > th dose independent rect. 5 2
89 86.59 temperature 30.0 10 < th dose independent rect. 5 2
90 86.59 humidity 50.0 10 > th dose independent rect. 5 2
93 86.59 atmosphere 995.0 10 > th dose independent rect. 5 2
94 86.59 atmosphere 1015.0 10 < th dose independent rect. 5 2
95 86.59 radiation 20.0 10 < th dose independent rect. 5 2
98 86.59 humidity 70.0 90 > th dose independent rect. 4 11
100 86.59 temperature 10.0 10 > th dose independent rect. 7 22
101 86.59 radiation 40.0 90 < th dose dependent rect. 4 13
103 86.60 humidity 90.0 90 > th dose dependent rect. 4 1
104 86.61 humidity 70.0 90 > th dose independent rect. 4 13
110 86.69 radiation 30.0 10 < th dose independent rect. 5 18
112 86.70 temperature 30.0 270 < th dose independent rect. 2 16
114 86.71 radiation 20.0 270 < th dose dependent rect. 16 14
117 86.72 radiation 20.0 270 < th dose dependent rect. 1 21
118 86.73 wind 1.0 90 < th dose independent rect. 4 2
121 86.74 wind 1.0 90 < th dose dependent rect. 4 18
125 86.75 temperature 30.0 10 < th dose dependent rect. 5 17
127 86.76 temperature 30.0 270 < th dose independent rect. 2 18
130 86.77 temperature 30.0 270 < th dose independent rect. 1 20
131 86.77 humidity 50.0 10 > th dose independent rect. 7 22
133 86.78 precipitation 0.1 10 < th dose independent rect. 7 22
136 86.78 precipitation 0.1 10 < th dose dependent rect. 7 22
145 86.82 temperature 30.0 90 < th dose dependent rect. 4 18
146 86.82 radiation 40.0 10 < th dose dependent rect. 5 18
151 86.84 temperature 30.0 270 < th dose independent rect. 16 14
157 86.85 radiation 40.0 90 < th dose dependent rect. 4 9
158 86.85 radiation 40.0 90 < th dose dependent rect. 4 11
161 86.86 atmosphere 995.0 720 > th dose independent rect. 10 20
164 86.87 atmosphere 995.0 270 > th dose independent rect. 17 13
167 86.87 atmosphere 1010.0 90 < th dose dependent rect. 4 1
171 86.88 humidity 60.0 90 > th dose dependent rect. 4 18
172 86.89 atmosphere 1000.0 90 > th dose independent rect. 11 11
175 86.89 wind 3.0 90 < th dose dependent rect. 4 5
180 86.90 atmosphere 995.0 720 > th dose independent rect. 1 15
184 86.91 radiation 40.0 90 < th dose dependent rect. 4 18
191 86.94 radiation 40.0 270 < th dose independent rect. 2 13
194 86.94 temperature 10.0 10 > th dose dependent rect. 5 2
205 86.98 humidity 90.0 90 > th dose independent rect. 4 1
212 87.00 temperature 30.0 90 < th dose dependent rect. 11 10
214 87.00 humidity 60.0 10 > th dose dependent rect. 5 18
231 87.04 atmosphere 995.0 720 > th dose independent rect. 9 13
237 87.04 wind 1.0 90 < th dose dependent rect. 4 10
242 87.05 radiation 20.0 270 < th dose independent rect. 15 15
245 87.06 atmosphere 995.0 720 > th dose independent rect. 10 11
263 87.08 radiation 20.0 270 < th dose independent rect. 1 21
267 87.09 humidity 70.0 90 > th dose independent rect. 4 17
270 87.09 humidity 50.0 270 > th dose dependent rect. 17 13
288 87.11 temperature 30.0 90 < th dose dependent rect. 23 5
290 87.12 wind 5.0 10 < th dose independent rect. 22 7
315 87.16 temperature 30.0 270 < th dose independent rect. 2 13
336 87.20 humidity 50.0 90 > th dose dependent rect. 4 3
338 87.20 atmosphere 1015.0 30 < th dose dependent rect. 4 5
341 87.21 atmosphere 1010.0 90 < th dose independent rect. 4 3
344 87.21 temperature 30.0 10 < th dose dependent rect. 22 7
359 87.23 precipitation 0.1 10 < th dose independent rect. 5 18
363 87.23 precipitation 0.1 10 < th dose dependent rect. 5 18
375 87.24 radiation 40.0 10 < th dose dependent rect. 5 11
404 87.28 wind 1.0 90 < th dose independent rect. 4 18
410 87.28 temperature 30.0 10 < th dose dependent rect. 11 10
413 87.29 precipitation 0.1 90 < th dose independent rect. 7 21
418 87.29 radiation 1.0 10 < th dose dependent rect. 22 7
421 87.29 precipitation 0.1 90 < th dose dependent rect. 7 21
426 87.30 temperature 10.0 90 > th dose independent rect. 4 3
429 87.30 humidity 50.0 90 > th dose independent rect. 4 3
431 87.30 atmosphere 995.0 90 > th dose independent rect. 4 3
433 87.30 radiation 40.0 90 < th dose independent rect. 4 3
434 87.30 precipitation 0.1 90 < th dose independent rect. 4 3
436 87.30 temperature 10.0 10 > th dose independent rect. 22 7
437 87.30 temperature 30.0 10 < th dose independent rect. 22 7
438 87.30 humidity 50.0 10 > th dose independent rect. 22 7
441 87.30 atmosphere 995.0 10 > th dose independent rect. 22 7
442 87.30 radiation 1.0 10 < th dose independent rect. 22 7
447 87.30 radiation 40.0 90 < th dose independent rect. 11 12
450 87.30 temperature 10.0 10 > th dose independent rect. 5 17
452 87.30 atmosphere 1015.0 10 < th dose independent rect. 5 17
453 87.30 temperature 10.0 90 > th dose independent rect. 7 21
456 87.30 precipitation 0.1 90 < th dose dependent rect. 4 3
471 87.31 wind 9.0 720 < th dose dependent rect. 6 7
479 87.32 radiation 10.0 10 < th dose dependent rect. 5 8
482 87.33 wind 1.0 10 > th dose independent rect. 1 4
483 87.33 wind 3.0 10 < th dose independent rect. 5 4
499 87.33 humidity 70.0 10 > th dose independent rect. 5 18
509 87.33 radiation 40.0 10 < th dose dependent rect. 5 9
510 87.33 humidity 60.0 90 > th dose dependent rect. 4 10
512 87.33 radiation 30.0 270 < th dose dependent rect. 8 22
514 87.34 radiation 30.0 10 < th dose independent rect. 5 12
517 87.34 radiation 10.0 10 < th dose independent rect. 5 18
525 87.35 temperature 10.0 90 > th dose dependent rect. 7 12
563 87.40 temperature 30.0 10 < th dose dependent rect. 5 2
591 87.42 precipitation 0.1 10 < th dose independent rect. 23 6
593 87.42 wind 5.0 90 < th dose independent rect. 17 11
601 87.42 precipitation 0.1 10 < th dose dependent rect. 23 6
602 87.42 temperature 30.0 10 < th dose dependent rect. 15 8
614 87.43 wind 9.0 90 < th dose dependent rect. 7 21
616 87.44 radiation 10.0 10 < th dose independent rect. 5 9
625 87.45 wind 1.0 30 > th dose independent sin 3 NA
650 87.47 radiation 1.0 10 > th dose independent rect. 5 2
668 87.48 atmosphere 995.0 10 > th dose independent rect. 7 22
673 87.48 humidity 60.0 90 > th dose dependent rect. 4 13
680 87.49 wind 9.0 270 < th dose dependent rect. 6 10
689 87.50 temperature 25.0 270 > th dose dependent sin 10 NA
703 87.51 radiation 10.0 10 < th dose dependent rect. 5 5
740 87.53 precipitation 0.1 720 < th dose independent rect. 21 22
747 87.53 precipitation 0.1 720 < th dose dependent rect. 21 22
749 87.54 wind 1.0 90 < th dose independent rect. 4 10
765 87.55 humidity 60.0 10 > th dose dependent rect. 5 9
797 87.57 wind 1.0 90 < th dose dependent rect. 4 23
803 87.58 atmosphere 1015.0 10 < th dose independent rect. 7 22
805 87.58 temperature 10.0 90 > th dose dependent rect. 4 3
807 87.58 temperature 30.0 30 < th dose dependent rect. 4 14
811 87.59 wind 5.0 90 < th dose independent rect. 22 6
813 87.59 atmosphere 1000.0 90 > th dose independent rect. 15 8
830 87.61 wind 1.0 90 < th dose independent rect. 4 14
836 87.61 atmosphere 995.0 90 > th dose dependent rect. 11 10
852 87.63 temperature 30.0 720 < th dose independent rect. 11 1
870 87.65 atmosphere 1000.0 10 > th dose independent rect. 15 8
880 87.66 temperature 10.0 90 > th dose independent rect. 22 6
881 87.66 temperature 30.0 90 < th dose independent rect. 22 6
882 87.66 humidity 50.0 90 > th dose independent rect. 22 6
885 87.66 atmosphere 995.0 90 > th dose independent rect. 22 6
886 87.66 radiation 1.0 90 < th dose independent rect. 22 6
892 87.66 precipitation 0.1 720 < th dose independent rect. 16 17
893 87.66 temperature 10.0 90 > th dose independent rect. 4 18
894 87.66 atmosphere 1015.0 90 < th dose independent rect. 4 18
895 87.66 temperature 20.0 270 > th dose independent rect. 2 19
898 87.66 temperature 10.0 720 > th dose dependent rect. 19 2
900 87.66 radiation 1.0 90 < th dose dependent rect. 22 6
907 87.66 precipitation 0.1 720 < th dose dependent rect. 16 17
922 87.68 atmosphere 995.0 720 > th dose independent rect. 2 19
929 87.69 precipitation 0.1 90 < th dose independent rect. 22 6
930 87.69 radiation 30.0 10 < th dose independent rect. 11 11
932 87.69 wind 7.0 90 < th dose independent rect. 22 21
936 87.69 precipitation 0.1 90 < th dose dependent rect. 22 6
940 87.69 humidity 50.0 90 > th dose dependent rect. 19 12
943 87.70 temperature 15.0 90 > th dose independent rect. 19 12
946 87.70 temperature 30.0 720 < th dose dependent rect. 10 1
951 87.70 humidity 50.0 10 > th dose dependent rect. 5 13
960 87.71 temperature 15.0 10 > th dose dependent sin 8 NA
961 87.71 radiation 40.0 10 < th dose dependent rect. 5 4
975 87.72 humidity 50.0 270 > th dose independent rect. 17 13
979 87.72 wind 3.0 720 > th dose dependent rect. 10 1
989 87.73 temperature 30.0 720 < th dose independent rect. 10 3