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Os03g0193700

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

Description : Terpenoid cylases/protein prenyltransferase alpha-alpha toroid domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.98 (0.0262) R2 : 0.77
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.6 (0.0682) R2dC : 0.737 R2C : 0.713
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.519 (0.0551) R2dN8 : 0.0576 R2N8 : 0.0332
σ : 0.494
deviance : 111.48
__
_____
C
peak time of C : 17
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 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
95.23 0.458 10.2 -1.27 2.57 -0.937 -0.66 9.96 0.454 17 29.98 4301 -- --
102.06 0.471 10 0.0828 2.64 -0.581 -0.686 -- 0.442 17 18.5 3029 -- --
96.09 0.457 10.2 -1.32 2.57 -0.921 -- 9.71 0.458 17 29.99 4581 -- --
103.02 0.473 9.99 0.118 2.63 -0.577 -- -- 0.456 17 18.5 3032 -- --
428.34 0.969 9.94 0.11 -- -1.06 -- 0.93 0.527 -- 29.83 4324 -- --
106.51 0.484 9.96 0.394 2.61 -- -0.6 -- 0.565 17 -- -- -- --
107.42 0.485 9.97 0.393 2.61 -- -- -- 0.562 17 -- -- -- --
359.09 0.886 10 0.0813 -- -1.02 -- -- 0.188 -- 26.13 2719 -- --
103.29 0.473 9.99 -- 2.63 -0.658 -- -- 0.446 17 18.51 3035 -- --
465.89 1.01 9.94 0.297 -- -- -- -- 0.495 -- -- -- -- --
111.48 0.494 9.98 -- 2.6 -- -- -- 0.519 17 -- -- -- --
359.26 0.886 10 -- -- -1.03 -- -- 0.177 -- 26.13 2719 -- --
468.22 1.01 9.95 -- -- -- -- -- 0.462 -- -- -- -- --

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 82.56 temperature 20.0 30 > th dose independent rect. 22 6
2 82.77 temperature 20.0 270 > th dose independent rect. 21 5
4 83.28 temperature 20.0 270 > th dose independent rect. 22 3
6 83.79 temperature 10.0 270 > th dose dependent rect. 21 5
8 83.83 temperature 15.0 30 > th dose dependent rect. 22 6
13 84.54 temperature 30.0 270 < th dose dependent rect. 14 7
16 84.88 temperature 20.0 30 > th dose independent rect. 9 19
18 84.96 temperature 15.0 270 > th dose dependent rect. 22 3
19 84.99 temperature 10.0 270 > th dose dependent rect. 20 7
48 86.47 atmosphere 1000.0 30 > th dose independent rect. 9 19
49 86.54 radiation 30.0 270 < th dose dependent rect. 15 16
52 86.66 temperature 10.0 30 > th dose dependent rect. 9 19
59 86.91 radiation 20.0 270 < th dose independent rect. 15 16
69 87.28 atmosphere 1000.0 270 > th dose independent rect. 22 4
70 87.28 precipitation 0.1 270 < th dose independent rect. 17 14
71 87.28 precipitation 0.1 270 < th dose dependent rect. 17 14
72 87.29 radiation 1.0 270 < th dose independent rect. 3 18
81 87.56 temperature 25.0 90 < th dose independent rect. 15 8
84 87.61 atmosphere 995.0 270 > th dose independent rect. 7 9
87 87.68 atmosphere 1010.0 270 < th dose independent rect. 21 5
88 87.69 atmosphere 1000.0 30 > th dose independent rect. 9 10
92 87.73 humidity 50.0 270 > th dose dependent rect. 21 5
94 87.74 precipitation 0.1 30 < th dose independent rect. 19 14
96 87.74 precipitation 0.1 30 < th dose dependent rect. 19 14
108 87.87 wind 9.0 270 < th dose independent rect. 17 14
109 87.88 temperature 10.0 270 > th dose independent rect. 7 10
110 87.88 atmosphere 1015.0 270 < th dose independent rect. 7 10
111 87.88 temperature 10.0 270 > th dose independent rect. 17 14
117 87.95 temperature 25.0 270 < th dose independent rect. 15 6
121 87.99 atmosphere 1010.0 30 < th dose independent rect. 22 6
122 88.00 humidity 50.0 270 > th dose independent rect. 17 14
123 88.01 precipitation 0.1 270 < th dose independent rect. 7 10
124 88.01 precipitation 0.1 270 < th dose dependent rect. 7 10
138 88.16 precipitation 0.1 30 < th dose independent rect. 9 10
139 88.16 precipitation 0.1 30 < th dose dependent rect. 9 10
144 88.21 radiation 1.0 270 < th dose dependent rect. 3 18
151 88.25 atmosphere 1000.0 270 > th dose independent rect. 21 18
155 88.28 atmosphere 1000.0 270 > th dose independent rect. 22 16
166 88.37 radiation 1.0 90 > th dose independent rect. 9 10
181 88.40 wind 7.0 30 < th dose independent rect. 19 14
184 88.41 atmosphere 1015.0 30 < th dose independent rect. 9 19
185 88.41 precipitation 0.1 270 < th dose independent rect. 2 19
186 88.41 precipitation 0.1 270 < th dose dependent rect. 2 19
196 88.53 temperature 10.0 30 > th dose independent rect. 9 10
198 88.53 atmosphere 1015.0 30 < th dose independent rect. 9 10
199 88.53 temperature 10.0 30 > th dose independent rect. 19 14
200 88.53 temperature 30.0 30 < th dose independent rect. 19 14
201 88.53 humidity 50.0 30 > th dose independent rect. 19 14
203 88.53 atmosphere 995.0 30 > th dose independent rect. 19 14
205 88.62 temperature 10.0 30 > th dose dependent rect. 4 5
211 88.66 radiation 40.0 30 < th dose independent rect. 19 14
219 88.70 humidity 80.0 270 > th dose independent rect. 22 4
227 88.75 wind 9.0 270 < th dose independent rect. 7 10
240 88.90 atmosphere 1015.0 270 < th dose independent rect. 22 15
248 89.00 atmosphere 1000.0 270 > th dose independent rect. 23 2
275 89.20 temperature 10.0 270 > th dose dependent rect. 2 7
276 89.21 atmosphere 995.0 270 > th dose independent rect. 17 14
281 89.23 temperature 30.0 270 < th dose independent rect. 22 4
282 89.23 humidity 50.0 270 > th dose independent rect. 22 4
286 89.23 radiation 1.0 270 < th dose independent rect. 22 4
291 89.23 temperature 10.0 270 > th dose independent rect. 2 20
292 89.23 radiation 1.0 270 < th dose dependent rect. 22 4
309 89.24 atmosphere 1000.0 30 > th dose independent rect. 22 6
320 89.27 temperature 30.0 10 < th dose dependent rect. 15 9
321 89.28 wind 9.0 270 < th dose independent rect. 22 4
322 89.28 wind 9.0 270 < th dose independent rect. 2 19
323 89.29 precipitation 0.1 270 < th dose independent rect. 22 4
324 89.29 precipitation 0.1 270 < th dose dependent rect. 22 4
332 89.31 radiation 1.0 270 > th dose independent rect. 7 10
353 89.44 temperature 30.0 90 < th dose dependent rect. 15 18
391 89.55 radiation 40.0 90 < th dose independent rect. 9 19
403 89.60 atmosphere 1000.0 270 > th dose independent rect. 7 20
406 89.62 humidity 60.0 30 > th dose dependent rect. 22 6
408 89.64 humidity 50.0 270 > th dose independent rect. 7 9
409 89.64 wind 9.0 30 < th dose independent rect. 9 10
413 89.66 humidity 80.0 270 > th dose independent rect. 23 2
434 89.77 precipitation 0.1 30 < th dose independent rect. 4 5
436 89.77 precipitation 0.1 30 < th dose dependent rect. 4 5
438 89.81 wind 7.0 30 < th dose independent rect. 4 5
439 89.81 radiation 40.0 90 < th dose independent rect. 4 5
448 89.85 temperature 10.0 30 > th dose independent rect. 4 5
450 89.85 temperature 30.0 30 < th dose independent rect. 4 5
451 89.85 humidity 50.0 30 > th dose independent rect. 4 5
453 89.85 atmosphere 995.0 30 > th dose independent rect. 4 5
454 89.85 atmosphere 1015.0 30 < th dose independent rect. 4 5
478 89.97 temperature 10.0 270 > th dose dependent rect. 4 2
480 89.98 precipitation 0.1 270 < th dose independent rect. 2 7
481 89.98 precipitation 0.1 270 < th dose dependent rect. 2 7
482 89.99 atmosphere 1015.0 270 < th dose independent rect. 9 17
484 89.99 wind 9.0 270 < th dose dependent rect. 22 4
498 90.06 humidity 80.0 30 > th dose independent rect. 22 6
499 90.06 wind 9.0 30 < th dose dependent rect. 4 5
505 90.08 wind 1.0 30 > th dose independent rect. 9 10
507 90.10 temperature 30.0 270 < th dose independent rect. 22 15
538 90.24 wind 1.0 270 > th dose independent rect. 13 9
557 90.30 temperature 10.0 270 > th dose independent rect. 13 9
558 90.30 temperature 10.0 270 > th dose independent rect. 22 15
560 90.30 atmosphere 1015.0 270 < th dose independent rect. 7 20
561 90.31 atmosphere 1000.0 10 > th dose independent rect. 24 4
565 90.31 temperature 10.0 30 > th dose dependent rect. 11 17
567 90.32 temperature 25.0 270 < th dose independent rect. 14 17
570 90.34 temperature 10.0 1440 > th dose independent rect. 10 10
573 90.34 temperature 10.0 1440 > th dose independent rect. 20 14
576 90.34 atmosphere 995.0 1440 > th dose independent rect. 20 14
595 90.41 wind 7.0 270 < th dose independent rect. 2 7
596 90.41 wind 9.0 30 < th dose independent rect. 4 18
606 90.43 atmosphere 1015.0 270 < th dose independent rect. 2 19
628 90.50 wind 9.0 30 < th dose dependent rect. 22 6
632 90.51 humidity 50.0 270 > th dose independent rect. 22 15
633 90.51 precipitation 0.1 30 < th dose independent rect. 9 19
636 90.51 precipitation 0.1 30 < th dose dependent rect. 9 19
695 90.64 wind 9.0 270 < th dose independent rect. 13 9
730 90.72 radiation 40.0 270 < th dose independent rect. 2 7
731 90.72 precipitation 0.1 270 < th dose independent rect. 13 9
735 90.72 precipitation 0.1 270 < th dose dependent rect. 13 9
745 90.75 wind 9.0 30 < th dose independent rect. 9 19
756 90.79 temperature 10.0 270 > th dose independent rect. 2 7
758 90.79 humidity 50.0 270 > th dose independent rect. 2 7
759 90.79 atmosphere 995.0 270 > th dose independent rect. 2 7
760 90.79 atmosphere 1015.0 270 < th dose independent rect. 2 7
761 90.79 temperature 10.0 270 > th dose independent rect. 9 17
763 90.80 atmosphere 1000.0 30 > th dose independent rect. 11 17
776 90.84 temperature 10.0 1440 > th dose independent rect. 5 5
779 90.84 atmosphere 995.0 1440 > th dose independent rect. 5 5
780 90.84 atmosphere 1015.0 1440 < th dose independent rect. 5 5
781 90.84 temperature 10.0 1440 > th dose independent rect. 10 19
806 90.86 temperature 30.0 30 < th dose independent rect. 22 6
807 90.86 humidity 50.0 30 > th dose independent rect. 22 6
811 90.86 radiation 1.0 30 < th dose independent rect. 22 6
818 90.86 atmosphere 1015.0 30 < th dose independent rect. 4 18
819 90.86 radiation 1.0 30 < th dose dependent rect. 22 6
825 90.87 wind 9.0 270 < th dose dependent rect. 2 7
837 90.89 temperature 30.0 270 < th dose independent rect. 2 7
840 90.90 wind 9.0 30 < th dose independent rect. 22 6
880 90.97 atmosphere 995.0 30 > th dose dependent rect. 4 5
901 91.02 wind 9.0 270 < th dose independent rect. 22 15
930 91.13 wind 1.0 270 > th dose independent rect. 7 9
939 91.16 radiation 10.0 270 < th dose independent rect. 4 2
940 91.16 wind 1.0 30 > th dose independent rect. 19 14
942 91.17 precipitation 0.1 270 < th dose independent rect. 22 15
945 91.17 precipitation 0.1 270 < th dose dependent rect. 22 15
955 91.21 wind 9.0 270 < th dose independent rect. 9 17
968 91.24 precipitation 0.1 30 < th dose independent rect. 4 18
969 91.24 humidity 50.0 270 > th dose dependent rect. 3 4
970 91.24 precipitation 0.1 30 < th dose dependent rect. 4 18
984 91.28 radiation 1.0 270 < th dose dependent rect. 4 1
993 91.31 wind 1.0 270 > th dose independent rect. 16 15