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Os05g0363100

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

Description : Alpha/beta hydrolase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0272) R2 : 0.287
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.86 (0.0682) R2dC : 0.249 R2C : 0.23
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.305 (0.0573) R2dN8 : 0.0571 R2N8 : 0.0388
σ : 0.514
deviance : 120.5
__
_____
C
peak time of C : 3.2
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 = humidity, 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
109.17 0.491 10.1 0.203 0.579 -0.44 -0.467 0.441 -0.211 2.16 89 252 -- --
109.46 0.487 10.1 0.146 0.58 -0.426 -0.568 -- -0.217 2.19 87 241 -- --
109.45 0.487 10.1 0.257 0.586 -0.429 -- 0.657 -0.178 2.09 87 259 -- --
111.06 0.491 10.1 0.191 0.59 -0.392 -- -- -0.218 2.37 87 239 -- --
123.09 0.517 10.1 0.228 -- -0.646 -- 0.518 -0.169 -- 86 188 -- --
117.97 0.509 10.1 0.252 0.855 -- -0.473 -- -0.278 3.15 -- -- -- --
118.7 0.51 10.1 0.262 0.854 -- -- -- -0.276 3.2 -- -- -- --
124.49 0.52 10.1 0.184 -- -0.643 -- -- -0.167 -- 86.12 177 -- --
112 0.493 10.1 -- 0.564 -0.417 -- -- -0.234 2.3 86.58 239 -- --
160.16 0.591 10.1 0.298 -- -- -- -- -0.253 -- -- -- -- --
120.5 0.514 10.1 -- 0.86 -- -- -- -0.305 3.2 -- -- -- --
125.37 0.521 10.1 -- -- -0.653 -- -- -0.186 -- 86.43 177 -- --
162.51 0.595 10.1 -- -- -- -- -- -0.286 -- -- -- -- --

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
1 102.17 radiation 1.0 270 < th dose independent rect. 3 15
2 102.23 radiation 1.0 270 < th dose dependent rect. 3 15
4 102.61 temperature 25.0 270 < th dose independent rect. 15 16
8 102.75 radiation 1.0 270 > th dose independent sin 2 NA
10 102.84 temperature 10.0 270 > th dose dependent rect. 19 7
11 102.87 radiation 1.0 270 < th dose independent sin 2 NA
17 103.09 wind 9.0 30 < th dose independent rect. 12 10
28 103.46 radiation 1.0 270 < th dose dependent sin 2 NA
29 103.53 temperature 10.0 1440 > th dose independent rect. 13 10
32 103.53 wind 9.0 10 < th dose independent rect. 22 14
33 103.53 temperature 10.0 1440 > th dose independent rect. 23 14
36 103.53 atmosphere 995.0 1440 > th dose independent rect. 23 14
41 103.60 precipitation 0.1 30 < th dose independent rect. 22 14
42 103.60 precipitation 0.1 30 < th dose dependent rect. 22 14
44 103.68 temperature 10.0 30 > th dose independent rect. 12 10
46 103.68 atmosphere 1010.0 30 < th dose independent rect. 12 10
48 103.68 temperature 10.0 30 > th dose independent rect. 22 14
49 103.68 atmosphere 995.0 30 > th dose independent rect. 22 14
50 103.69 wind 1.0 10 > th dose independent rect. 12 10
65 104.00 precipitation 0.1 30 < th dose independent rect. 12 10
66 104.00 precipitation 0.1 30 < th dose dependent rect. 12 10
73 104.04 atmosphere 1015.0 30 < th dose independent rect. 22 14
76 104.08 temperature 20.0 30 > th dose dependent rect. 22 6
78 104.23 atmosphere 1000.0 30 > th dose independent rect. 12 10
93 104.45 humidity 50.0 90 > th dose dependent rect. 3 14
94 104.47 humidity 90.0 30 < th dose dependent rect. 11 1
98 104.55 temperature 10.0 30 > th dose dependent rect. 22 14
99 104.58 precipitation 0.1 270 < th dose independent rect. 7 18
101 104.58 precipitation 0.1 270 < th dose dependent rect. 7 18
102 104.60 radiation 20.0 270 < th dose independent rect. 1 7
104 104.66 humidity 90.0 270 < th dose independent rect. 7 18
106 104.66 humidity 90.0 30 < th dose dependent rect. 9 3
108 104.67 wind 1.0 270 > th dose independent rect. 12 8
111 104.71 radiation 30.0 10 < th dose independent rect. 3 8
117 104.74 precipitation 0.1 270 < th dose independent rect. 20 16
120 104.74 precipitation 0.1 270 < th dose dependent rect. 20 16
121 104.75 wind 1.0 270 > th dose independent rect. 1 6
127 104.76 humidity 90.0 30 < th dose dependent rect. 22 14
130 104.81 wind 9.0 270 < th dose independent rect. 12 8
141 104.87 humidity 90.0 270 < th dose independent rect. 20 16
143 104.88 radiation 40.0 270 < th dose dependent rect. 1 7
148 104.91 humidity 70.0 270 > th dose independent rect. 1 7
172 105.11 wind 1.0 270 > th dose independent rect. 4 1
180 105.14 radiation 10.0 270 < th dose dependent rect. 3 3
188 105.19 radiation 1.0 270 < th dose independent rect. 3 3
190 105.19 humidity 50.0 30 > th dose independent rect. 22 14
193 105.21 radiation 30.0 90 < th dose independent rect. 3 6
194 105.22 radiation 20.0 30 > th dose independent rect. 11 1
200 105.23 wind 9.0 270 < th dose independent rect. 20 16
202 105.24 wind 9.0 270 < th dose independent rect. 1 6
203 105.24 temperature 10.0 270 > th dose independent rect. 1 6
205 105.24 temperature 30.0 270 < th dose independent rect. 1 6
206 105.24 humidity 50.0 270 > th dose independent rect. 1 6
208 105.24 atmosphere 995.0 270 > th dose independent rect. 1 6
209 105.24 atmosphere 1015.0 270 < th dose independent rect. 1 6
211 105.24 temperature 10.0 270 > th dose independent rect. 7 18
213 105.25 temperature 10.0 270 > th dose independent rect. 12 8
214 105.25 atmosphere 1015.0 270 < th dose independent rect. 12 8
216 105.25 temperature 10.0 270 > th dose independent rect. 20 16
217 105.25 atmosphere 995.0 270 > th dose independent rect. 20 16
220 105.27 humidity 90.0 30 < th dose dependent rect. 6 6
222 105.28 precipitation 0.1 270 < th dose independent rect. 6 21
224 105.28 precipitation 0.1 270 < th dose dependent rect. 6 21
225 105.29 temperature 15.0 270 > th dose independent rect. 7 5
229 105.30 radiation 40.0 10 < th dose dependent rect. 3 19
238 105.36 humidity 50.0 30 > th dose dependent rect. 3 19
240 105.37 radiation 1.0 10 > th dose dependent rect. 9 3
248 105.41 humidity 90.0 30 < th dose dependent rect. 24 12
250 105.43 humidity 50.0 270 > th dose independent rect. 7 18
254 105.43 radiation 1.0 270 < th dose dependent rect. 1 19
259 105.45 wind 1.0 90 > th dose independent rect. 3 5
261 105.46 humidity 80.0 30 < th dose independent rect. 11 1
269 105.48 temperature 30.0 270 < th dose dependent rect. 1 6
271 105.49 wind 1.0 270 > th dose independent rect. 3 3
277 105.53 humidity 70.0 90 > th dose independent rect. 3 6
278 105.53 radiation 1.0 270 > th dose independent rect. 6 9
282 105.54 precipitation 0.1 270 < th dose independent rect. 1 6
286 105.54 precipitation 0.1 270 < th dose dependent rect. 1 6
293 105.57 radiation 1.0 270 > th dose independent rect. 7 5
322 105.62 humidity 90.0 90 < th dose dependent rect. 21 18
331 105.65 humidity 50.0 270 > th dose independent rect. 20 16
334 105.66 radiation 1.0 270 > th dose independent rect. 17 22
335 105.67 wind 1.0 30 > th dose independent rect. 12 21
344 105.69 radiation 40.0 90 < th dose dependent rect. 3 6
347 105.72 precipitation 0.1 270 < th dose independent rect. 12 8
349 105.72 precipitation 0.1 270 < th dose dependent rect. 12 8
355 105.74 atmosphere 995.0 270 > th dose independent rect. 7 18
361 105.75 wind 9.0 270 < th dose independent rect. 7 18
372 105.81 humidity 90.0 30 < th dose independent rect. 9 3
379 105.83 temperature 10.0 1440 > th dose independent rect. 4 6
382 105.83 atmosphere 995.0 1440 > th dose independent rect. 4 6
383 105.83 atmosphere 1015.0 1440 < th dose independent rect. 4 6
385 105.83 temperature 10.0 1440 > th dose independent rect. 10 18
388 105.83 radiation 40.0 4320 < th dose dependent rect. 23 6
396 105.85 temperature 30.0 270 < th dose dependent rect. 3 2
397 105.85 humidity 90.0 10 < th dose dependent rect. 9 7
401 105.88 atmosphere 1015.0 270 < th dose independent rect. 20 16
412 105.90 humidity 90.0 90 < th dose dependent rect. 6 9
424 105.95 atmosphere 1010.0 270 < th dose independent rect. 3 3
430 105.95 atmosphere 1015.0 30 < th dose dependent rect. 12 10
431 105.96 humidity 50.0 270 > th dose dependent rect. 1 7
436 105.97 radiation 1.0 10 > th dose dependent rect. 13 23
447 106.01 temperature 20.0 270 > th dose dependent rect. 22 1
458 106.04 humidity 50.0 270 > th dose dependent rect. 1 14
461 106.05 wind 9.0 270 < th dose independent rect. 3 3
462 106.05 temperature 10.0 270 > th dose independent rect. 3 3
464 106.05 temperature 30.0 270 < th dose independent rect. 3 3
465 106.05 humidity 50.0 270 > th dose independent rect. 3 3
468 106.05 atmosphere 995.0 270 > th dose independent rect. 3 3
476 106.05 temperature 10.0 270 > th dose independent rect. 6 21
477 106.05 humidity 90.0 90 < th dose dependent sin 4 NA
488 106.09 humidity 90.0 10 < th dose dependent rect. 22 18
494 106.10 radiation 40.0 10 < th dose dependent rect. 14 19
500 106.11 temperature 30.0 90 < th dose dependent rect. 3 5
506 106.11 humidity 50.0 90 > th dose dependent rect. 3 17
534 106.16 humidity 50.0 10 > th dose independent rect. 12 10
542 106.18 humidity 90.0 10 < th dose dependent rect. 7 9
545 106.19 temperature 25.0 270 > th dose independent rect. 20 5
557 106.21 atmosphere 995.0 270 > th dose independent rect. 12 8
559 106.21 radiation 40.0 10 < th dose independent rect. 3 19
560 106.21 radiation 20.0 30 < th dose independent rect. 3 19
589 106.26 atmosphere 1015.0 270 < th dose independent rect. 7 18
590 106.26 humidity 50.0 90 > th dose dependent sin 4 NA
596 106.27 precipitation 0.1 10 < th dose independent rect. 9 18
602 106.27 precipitation 0.1 10 < th dose dependent rect. 9 18
607 106.28 wind 9.0 270 < th dose independent rect. 12 19
611 106.28 temperature 25.0 270 > th dose dependent rect. 20 11
615 106.29 wind 5.0 270 < th dose independent rect. 18 8
630 106.32 wind 1.0 30 > th dose independent rect. 1 8
656 106.35 humidity 80.0 30 > th dose independent rect. 22 5
659 106.35 humidity 50.0 270 > th dose independent rect. 6 21
664 106.36 wind 1.0 30 > th dose independent rect. 4 18
665 106.36 humidity 50.0 90 > th dose dependent rect. 3 6
676 106.39 temperature 25.0 270 < th dose independent rect. 8 3
679 106.39 radiation 20.0 14400 < th dose independent rect. 23 7
684 106.41 radiation 1.0 10 > th dose independent rect. 9 7
701 106.43 humidity 50.0 90 > th dose dependent rect. 3 8
702 106.43 radiation 40.0 10 < th dose dependent rect. 3 8
719 106.45 humidity 90.0 10 < th dose independent rect. 9 7
723 106.46 humidity 90.0 270 < th dose independent rect. 7 5
728 106.47 precipitation 0.1 90 < th dose independent rect. 3 6
730 106.47 precipitation 0.1 90 < th dose dependent rect. 3 6
731 106.48 precipitation 0.1 270 < th dose independent rect. 3 3
733 106.48 wind 9.0 30 < th dose independent rect. 12 21
735 106.48 precipitation 0.1 270 < th dose dependent rect. 3 3
740 106.49 precipitation 0.1 270 < th dose independent rect. 7 5
745 106.49 precipitation 0.1 270 < th dose dependent rect. 7 5
750 106.50 humidity 90.0 30 < th dose independent rect. 9 16
761 106.52 radiation 30.0 43200 < th dose dependent rect. 23 5
764 106.52 radiation 1.0 10 > th dose dependent rect. 18 18
776 106.54 wind 1.0 270 > th dose independent rect. 12 19
792 106.55 radiation 10.0 1440 < th dose independent rect. 23 6
796 106.56 humidity 70.0 270 > th dose independent rect. 17 9
805 106.57 wind 9.0 270 < th dose independent rect. 7 5
807 106.57 wind 1.0 270 > th dose independent rect. 1 19
826 106.58 humidity 90.0 90 < th dose independent rect. 20 19
831 106.59 atmosphere 995.0 270 > th dose independent rect. 7 5
832 106.59 atmosphere 1015.0 270 < th dose independent rect. 7 5
833 106.59 temperature 10.0 270 > th dose independent rect. 12 19
840 106.60 temperature 15.0 270 > th dose independent rect. 6 9
850 106.60 radiation 1.0 10 > th dose dependent rect. 15 21
863 106.62 humidity 50.0 270 > th dose dependent rect. 3 3
868 106.63 humidity 90.0 270 < th dose independent rect. 20 5
880 106.65 temperature 25.0 90 > th dose independent rect. 20 7
889 106.67 wind 9.0 270 < th dose independent rect. 6 21
894 106.67 atmosphere 995.0 30 > th dose dependent rect. 22 14
895 106.67 humidity 90.0 10 < th dose dependent rect. 24 16
937 106.71 atmosphere 995.0 30 > th dose dependent rect. 9 18
968 106.76 temperature 10.0 1440 > th dose independent rect. 10 3
971 106.76 atmosphere 995.0 1440 > th dose independent rect. 10 3
974 106.76 temperature 10.0 1440 > th dose independent rect. 13 21
987 106.77 radiation 1.0 30 > th dose dependent rect. 11 1