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Os10g0160000

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

Description : Similar to Ubiquitin carboxyl-terminal hydrolase 12 (EC 3.1.2.15) (Ubiquitin thiolesterase 12) (Ubiquitin-specific processing protease 12) (Deubiquitinating enzyme 12).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.71 (0.0132) R2 : 0.425
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.636 (0.0347) R2dC : 0.426 R2C : 0.423
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.029 (0.0278) R2dN8 : 0.00177 R2N8 : -0.00147
σ : 0.249
deviance : 28.42
__
_____
C
peak time of C : 5.76
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
21.92 0.22 9.71 0.146 0.527 -0.373 -1.07 -0.534 -0.00676 4.7 79.24 821 -- --
22.32 0.22 9.71 0.198 0.53 -0.408 -1.02 -- 0.000827 4.48 79 837 -- --
24.49 0.231 9.7 0.117 0.637 -0.354 -- -0.853 -0.00265 5.18 79.66 1105 -- --
25.04 0.233 9.71 0.198 0.547 -0.387 -- -- 0.00127 4.72 78.97 872 -- --
29.93 0.255 9.71 0.2 -- -0.554 -- 0.172 0.0265 -- 80 477 -- --
25.77 0.238 9.71 0.175 0.636 -- -0.892 -- -0.014 5.52 -- -- -- --
27.64 0.246 9.7 0.173 0.633 -- -- -- -0.00971 5.77 -- -- -- --
30.06 0.255 9.71 0.194 -- -0.554 -- -- 0.0208 -- 80 474 -- --
26.06 0.238 9.71 -- 0.571 -0.38 -- -- -0.0212 4.77 79 912 -- --
48.43 0.325 9.71 0.193 -- -- -- -- 0.0052 -- -- -- -- --
28.42 0.249 9.71 -- 0.636 -- -- -- -0.029 5.76 -- -- -- --
30.62 0.258 9.71 -- -- -0.548 -- -- -0.00113 -- 81 445 -- --
49.41 0.328 9.72 -- -- -- -- -- -0.0162 -- -- -- -- --

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 20.69 wind 1.0 43200 < th dose independent rect. 19 7
3 20.83 wind 1.0 43200 > th dose independent rect. 23 3
6 20.93 wind 1.0 43200 < th dose independent rect. 23 3
7 20.93 wind 1.0 43200 > th dose independent rect. 19 7
11 21.03 wind 1.0 43200 < th dose dependent sin 16 NA
15 21.15 wind 1.0 43200 < th dose independent rect. 16 12
16 21.24 wind 1.0 43200 < th dose dependent rect. 10 18
18 21.26 wind 1.0 43200 < th dose dependent rect. 16 10
21 21.29 wind 3.0 43200 < th dose dependent rect. 24 2
23 21.30 wind 1.0 43200 > th dose independent rect. 16 12
24 21.30 wind 3.0 43200 < th dose dependent rect. 20 8
26 21.32 wind 1.0 43200 < th dose independent sin 15 NA
42 21.42 radiation 1.0 270 < th dose dependent rect. 4 14
48 21.46 radiation 10.0 1440 < th dose independent rect. 21 8
52 21.48 radiation 30.0 1440 < th dose dependent rect. 21 8
64 21.53 humidity 90.0 14400 < th dose dependent rect. 3 2
74 21.59 radiation 1.0 720 < th dose dependent sin 15 NA
79 21.62 radiation 1.0 90 > th dose independent rect. 8 11
97 21.65 wind 3.0 14400 < th dose dependent rect. 8 2
105 21.69 humidity 80.0 14400 > th dose independent rect. 4 1
106 21.69 wind 1.0 43200 < th dose independent rect. 11 17
107 21.69 wind 3.0 43200 < th dose dependent rect. 20 1
108 21.70 wind 1.0 43200 > th dose independent sin 15 NA
111 21.70 wind 3.0 14400 < th dose dependent rect. 19 18
117 21.72 wind 3.0 43200 < th dose dependent rect. 11 2
123 21.74 humidity 80.0 14400 < th dose independent rect. 4 1
132 21.75 radiation 1.0 720 < th dose dependent rect. 4 23
135 21.76 humidity 80.0 270 > th dose independent rect. 2 17
140 21.78 wind 3.0 43200 < th dose independent rect. 12 1
148 21.79 humidity 80.0 720 < th dose independent rect. 8 20
160 21.80 radiation 1.0 720 < th dose dependent rect. 6 23
161 21.81 precipitation 0.1 720 < th dose independent sin 1 NA
163 21.81 radiation 10.0 1440 < th dose independent rect. 24 5
167 21.81 precipitation 0.1 720 < th dose dependent sin 1 NA
171 21.82 precipitation 0.1 720 < th dose independent rect. 3 16
173 21.82 humidity 80.0 720 < th dose independent rect. 22 22
175 21.82 precipitation 0.1 720 < th dose dependent rect. 3 16
197 21.86 wind 3.0 14400 < th dose independent rect. 19 19
200 21.86 radiation 1.0 720 < th dose dependent rect. 14 9
208 21.87 wind 3.0 14400 < th dose dependent rect. 7 6
232 21.91 wind 3.0 14400 < th dose independent rect. 5 8
233 21.91 wind 3.0 14400 > th dose independent rect. 5 9
234 21.91 radiation 1.0 270 < th dose independent rect. 4 14
240 21.91 radiation 1.0 720 < th dose dependent rect. 11 12
249 21.92 wind 1.0 43200 < th dose independent rect. 8 20
276 21.94 humidity 80.0 720 > th dose independent rect. 9 22
282 21.95 humidity 80.0 1440 > th dose independent rect. 11 1
288 21.95 wind 3.0 14400 > th dose independent rect. 18 20
299 21.96 wind 1.0 43200 > th dose independent rect. 11 17
319 21.97 humidity 80.0 720 < th dose independent rect. 14 23
326 21.98 radiation 1.0 270 > th dose independent sin 1 NA
330 21.98 precipitation 0.1 720 < th dose independent rect. 13 15
336 21.98 humidity 80.0 720 < th dose independent rect. 19 23
344 21.98 precipitation 0.1 720 < th dose dependent rect. 13 15
345 21.98 radiation 1.0 720 < th dose dependent rect. 7 16
348 21.99 humidity 80.0 720 < th dose independent no NA NA
349 21.99 wind 1.0 43200 > th dose independent rect. 7 1
351 21.99 humidity 80.0 1440 < th dose independent rect. 11 1
353 21.99 radiation 1.0 720 > th dose independent rect. 7 12
368 21.99 humidity 80.0 720 < th dose independent rect. 1 23
383 22.01 radiation 1.0 720 < th dose independent sin 16 NA
385 22.01 temperature 20.0 1440 < th dose independent rect. 4 1
396 22.01 precipitation 0.1 270 < th dose independent rect. 6 22
397 22.01 humidity 80.0 720 > th dose independent rect. 22 23
404 22.01 precipitation 0.1 270 < th dose dependent rect. 6 22
407 22.02 temperature 20.0 1440 > th dose independent rect. 4 1
411 22.02 humidity 80.0 720 < th dose independent rect. 8 12
415 22.02 humidity 80.0 720 > th dose independent rect. 1 22
423 22.02 radiation 30.0 1440 < th dose dependent rect. 24 5
432 22.03 radiation 1.0 720 < th dose independent rect. 13 10
435 22.03 wind 3.0 14400 < th dose independent rect. 18 13
453 22.03 humidity 80.0 720 < th dose independent rect. 16 23
459 22.03 radiation 1.0 720 < th dose dependent rect. 11 18
460 22.04 radiation 1.0 720 > th dose independent sin 17 NA
464 22.04 wind 1.0 43200 < th dose independent rect. 7 1
473 22.04 wind 1.0 43200 > th dose independent rect. 8 20
478 22.04 wind 3.0 43200 < th dose dependent sin 12 NA
519 22.06 radiation 1.0 720 < th dose independent rect. 11 12
524 22.06 radiation 1.0 720 < th dose independent rect. 7 16
540 22.06 humidity 80.0 720 > th dose independent rect. 19 23
541 22.06 radiation 1.0 720 < th dose independent rect. 6 23
565 22.07 precipitation 0.1 270 < th dose independent rect. 8 18
573 22.07 precipitation 0.1 270 < th dose dependent rect. 8 18
597 22.08 wind 9.0 14400 < th dose dependent rect. 5 9
602 22.09 humidity 80.0 720 > th dose independent no NA NA
603 22.09 humidity 80.0 720 < th dose independent sin 23 NA
613 22.09 humidity 80.0 720 > th dose independent rect. 17 23
617 22.09 wind 1.0 14400 > th dose dependent rect. 5 9
635 22.10 humidity 80.0 720 > th dose independent rect. 14 23
642 22.10 humidity 70.0 270 > th dose dependent rect. 2 18
645 22.11 wind 3.0 43200 > th dose independent rect. 12 1
659 22.11 humidity 80.0 720 < th dose independent rect. 11 23
672 22.12 wind 3.0 14400 < th dose independent sin 12 NA
706 22.13 radiation 20.0 14400 < th dose independent rect. 21 9
750 22.15 wind 3.0 14400 < th dose independent sin 4 NA
755 22.15 wind 3.0 14400 > th dose independent rect. 18 13
845 22.17 radiation 1.0 720 < th dose dependent rect. 7 10
883 22.19 wind 3.0 14400 > th dose independent sin 4 NA
900 22.19 wind 3.0 14400 < th dose dependent sin 4 NA
984 22.21 radiation 1.0 720 < th dose dependent rect. 11 21
999 22.22 humidity 50.0 270 > th dose independent rect. 2 18