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Os01g0778800

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

Description : Peptidase M16, C-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.43 (0.0257) R2 : 0.731
β1 : 1.22 (0.094) R2dD : 0.103 R2D : 0.0863
β2 : 1.95 (0.0608) R2dC : 0.609 R2C : 0.609
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.392 (0.0548) R2dN8 : 0.0406 R2N8 : 0.0107
σ : 0.482
deviance : 106.15
__
_____
C
peak time of C : 23.7
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 dependent, 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
94.25 0.456 9.43 1.21 1.94 0.668 0.366 -1.3 0.503 23.1 88.47 275 -- --
97.92 0.461 9.42 1.19 1.93 0.654 0.324 -- 0.507 23 88.58 274 -- --
94.71 0.453 9.43 1.2 1.95 0.67 -- -1.2 0.506 23 87.56 284 -- --
98.1 0.461 9.42 1.13 1.92 0.63 -- -- 0.489 23 88.08 261 -- --
231.17 0.708 9.37 1.24 -- 1.42 -- -0.525 0.502 -- 65.32 2 -- --
105.75 0.482 9.43 1.23 1.95 -- 0.304 -- 0.394 23.7 -- -- -- --
106.15 0.482 9.43 1.22 1.95 -- -- -- 0.392 23.7 -- -- -- --
232.13 0.71 9.37 1.22 -- 1.41 -- -- 0.498 -- 65.24 2 -- --
131.44 0.534 9.44 -- 1.95 0.788 -- -- 0.398 22.9 86.93 276 -- --
345.76 0.869 9.39 1.27 -- -- -- -- 0.415 -- -- -- -- --
145.15 0.564 9.46 -- 1.97 -- -- -- 0.257 23.7 -- -- -- --
271.15 0.767 9.4 -- -- 1.43 -- -- 0.362 -- 65 2 -- --
388.43 0.92 9.42 -- -- -- -- -- 0.274 -- -- -- -- --

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 85.62 humidity 70.0 270 > th dose independent rect. 18 8
2 85.84 temperature 30.0 270 < th dose independent rect. 18 8
5 86.45 radiation 1.0 270 > th dose independent rect. 6 8
20 86.74 wind 1.0 270 > th dose independent rect. 2 16
22 86.82 radiation 1.0 270 < th dose dependent rect. 18 8
23 86.87 radiation 1.0 270 < th dose independent rect. 18 8
24 86.98 radiation 1.0 270 > th dose independent sin 3 NA
26 87.16 temperature 15.0 270 > th dose independent rect. 20 16
27 87.17 temperature 10.0 10 > th dose dependent rect. 22 14
39 87.27 humidity 90.0 90 < th dose independent rect. 8 8
40 87.28 humidity 90.0 10 < th dose independent rect. 8 8
45 87.47 temperature 15.0 270 > th dose independent rect. 6 8
50 87.64 wind 9.0 270 < th dose independent rect. 2 16
51 87.67 radiation 1.0 270 < th dose independent sin 3 NA
55 87.77 temperature 15.0 270 > th dose independent rect. 18 8
60 87.83 atmosphere 995.0 270 > th dose independent rect. 18 8
62 87.83 precipitation 0.1 270 < th dose independent rect. 18 8
63 87.83 precipitation 0.1 270 < th dose dependent rect. 18 8
71 87.85 temperature 10.0 270 > th dose independent rect. 2 16
72 87.85 atmosphere 1015.0 270 < th dose independent rect. 2 16
73 87.86 wind 9.0 270 < th dose independent rect. 18 8
76 87.91 temperature 10.0 270 > th dose dependent rect. 19 7
77 87.95 wind 1.0 270 > th dose independent rect. 12 8
83 88.05 temperature 15.0 270 > th dose independent rect. 8 15
90 88.12 atmosphere 1000.0 270 > th dose independent rect. 1 6
93 88.23 temperature 30.0 270 < th dose dependent rect. 1 6
95 88.24 humidity 90.0 270 < th dose independent rect. 6 8
109 88.49 temperature 30.0 270 < th dose independent rect. 7 18
110 88.50 temperature 15.0 270 > th dose independent rect. 7 18
113 88.54 wind 7.0 10 < th dose independent rect. 22 14
115 88.57 precipitation 0.1 270 < th dose independent rect. 20 16
116 88.57 precipitation 0.1 270 < th dose dependent rect. 20 16
117 88.58 wind 1.0 270 > th dose independent rect. 12 19
119 88.61 radiation 1.0 270 < th dose dependent rect. 8 18
128 88.70 radiation 1.0 270 < th dose independent rect. 3 10
134 88.76 wind 9.0 270 < th dose independent rect. 12 8
138 88.78 humidity 50.0 270 > th dose independent rect. 7 18
180 88.85 wind 9.0 90 < th dose dependent rect. 8 8
182 88.87 temperature 10.0 270 > th dose independent rect. 12 8
183 88.87 atmosphere 1015.0 270 < th dose independent rect. 12 8
186 88.87 atmosphere 995.0 270 > th dose independent rect. 20 16
189 88.88 wind 9.0 270 < th dose independent rect. 20 16
206 88.94 radiation 1.0 270 < th dose dependent sin 3 NA
212 88.96 wind 7.0 10 < th dose independent rect. 20 16
239 89.08 humidity 50.0 270 > th dose dependent rect. 23 9
246 89.11 radiation 1.0 270 < th dose dependent rect. 3 10
256 89.18 precipitation 0.1 270 < th dose independent rect. 6 8
258 89.18 precipitation 0.1 270 < th dose dependent rect. 6 8
269 89.26 wind 1.0 270 > th dose independent rect. 1 6
279 89.33 wind 9.0 270 < th dose independent rect. 14 16
281 89.34 humidity 90.0 270 < th dose independent rect. 7 5
282 89.35 precipitation 0.1 270 < th dose independent rect. 2 16
284 89.35 precipitation 0.1 270 < th dose dependent rect. 2 16
301 89.46 atmosphere 995.0 270 > th dose independent rect. 6 8
303 89.46 atmosphere 1015.0 270 < th dose independent rect. 6 8
304 89.46 temperature 10.0 270 > th dose independent rect. 14 16
310 89.48 radiation 1.0 270 < th dose independent rect. 8 18
315 89.50 humidity 50.0 270 > th dose independent rect. 20 16
322 89.53 precipitation 0.1 270 < th dose independent rect. 7 18
323 89.53 precipitation 0.1 270 < th dose dependent rect. 7 18
324 89.54 precipitation 0.1 270 < th dose independent rect. 8 15
325 89.54 precipitation 0.1 270 < th dose dependent rect. 8 15
330 89.55 wind 1.0 270 > th dose dependent rect. 12 7
336 89.59 radiation 1.0 270 < th dose independent rect. 2 16
342 89.64 wind 9.0 270 < th dose independent rect. 6 8
363 89.72 atmosphere 1015.0 270 < th dose independent rect. 19 17
383 89.78 radiation 1.0 270 < th dose dependent rect. 3 15
390 89.82 precipitation 0.1 270 < th dose independent rect. 12 7
391 89.82 humidity 70.0 270 > th dose independent rect. 23 9
392 89.82 precipitation 0.1 270 < th dose dependent rect. 12 7
393 89.83 humidity 90.0 10 < th dose independent rect. 9 5
400 89.85 temperature 10.0 270 > th dose dependent rect. 12 7
403 89.87 wind 1.0 90 > th dose dependent rect. 12 9
411 89.90 wind 5.0 90 < th dose independent rect. 8 8
448 90.00 radiation 1.0 270 < th dose dependent sin 15 NA
463 90.06 atmosphere 1015.0 270 < th dose independent rect. 18 8
470 90.08 radiation 30.0 270 < th dose independent rect. 23 9
480 90.10 radiation 30.0 270 < th dose dependent rect. 1 6
489 90.12 radiation 20.0 270 < th dose independent rect. 1 6
504 90.13 humidity 70.0 270 > th dose independent rect. 1 6
506 90.13 atmosphere 1000.0 10 > th dose independent rect. 2 7
518 90.17 wind 9.0 10 < th dose independent rect. 12 10
536 90.20 wind 9.0 90 < th dose dependent rect. 9 17
541 90.21 humidity 50.0 270 > th dose dependent rect. 18 8
542 90.21 wind 9.0 270 < th dose dependent rect. 19 17
543 90.22 temperature 10.0 270 > th dose independent rect. 1 6
545 90.22 temperature 30.0 270 < th dose independent rect. 1 6
546 90.22 humidity 50.0 270 > th dose independent rect. 1 6
549 90.22 atmosphere 1015.0 270 < th dose independent rect. 1 6
555 90.23 wind 9.0 270 < th dose independent rect. 1 6
565 90.24 humidity 70.0 270 > th dose independent rect. 7 19
600 90.31 radiation 40.0 270 < th dose independent rect. 15 15
611 90.33 atmosphere 995.0 270 > th dose independent rect. 2 16
613 90.34 wind 9.0 270 < th dose independent rect. 23 9
614 90.34 temperature 10.0 270 > th dose independent rect. 23 9
615 90.34 temperature 30.0 270 < th dose independent rect. 23 9
616 90.34 humidity 50.0 270 > th dose independent rect. 23 9
621 90.34 humidity 70.0 270 > th dose independent rect. 8 17
623 90.34 radiation 40.0 270 < th dose dependent rect. 23 9
625 90.36 humidity 90.0 30 < th dose independent rect. 9 3
646 90.40 wind 9.0 30 < th dose independent rect. 12 8
687 90.48 temperature 15.0 10 > th dose independent rect. 22 14
688 90.49 precipitation 0.1 270 < th dose independent rect. 1 6
692 90.49 precipitation 0.1 270 < th dose dependent rect. 1 6
736 90.60 temperature 30.0 270 < th dose dependent rect. 3 2
743 90.61 wind 5.0 90 < th dose independent rect. 9 17
744 90.61 wind 9.0 270 < th dose independent rect. 7 18
745 90.61 humidity 70.0 10 > th dose dependent sin 3 NA
747 90.62 temperature 10.0 1440 > th dose independent rect. 13 8
751 90.62 temperature 10.0 10 > th dose independent rect. 12 10
753 90.62 atmosphere 1015.0 10 < th dose independent rect. 12 10
755 90.62 atmosphere 995.0 10 > th dose independent rect. 22 14
757 90.62 temperature 10.0 1440 > th dose independent rect. 21 16
760 90.62 atmosphere 995.0 1440 > th dose independent rect. 21 16
769 90.64 wind 9.0 270 < th dose dependent rect. 18 8
787 90.66 precipitation 0.1 270 < th dose independent rect. 18 20
789 90.66 precipitation 0.1 270 < th dose dependent rect. 18 20
813 90.71 temperature 10.0 30 > th dose independent rect. 12 8
816 90.71 atmosphere 1015.0 30 < th dose independent rect. 12 8
823 90.71 atmosphere 995.0 30 > th dose independent rect. 20 16
839 90.73 temperature 20.0 10 > th dose independent rect. 9 7
848 90.73 radiation 30.0 10 < th dose independent rect. 16 17
849 90.73 wind 5.0 90 < th dose independent rect. 21 18
853 90.74 humidity 90.0 90 < th dose independent rect. 20 20
857 90.75 humidity 90.0 270 < th dose independent rect. 18 20
858 90.75 atmosphere 1015.0 270 < th dose dependent rect. 14 5
866 90.76 atmosphere 995.0 270 > th dose independent rect. 7 18
873 90.77 precipitation 0.1 10 < th dose independent rect. 12 10
877 90.77 precipitation 0.1 10 < th dose dependent rect. 12 10
880 90.78 atmosphere 995.0 270 > th dose independent rect. 12 7
933 90.82 humidity 90.0 270 < th dose independent rect. 20 16
956 90.83 atmosphere 1015.0 270 < th dose independent rect. 8 15
981 90.85 atmosphere 1015.0 270 < th dose independent rect. 7 18
984 90.86 precipitation 0.1 270 < th dose independent rect. 23 9
987 90.86 precipitation 0.1 270 < th dose dependent rect. 23 9
989 90.86 radiation 40.0 90 < th dose dependent rect. 16 17