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Os12g0124400

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

Description : Exostosin-like family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.014) R2 : 0.573
β1 : 1.25 (0.0514) R2dD : 0.579 R2D : 0.572
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0221 (0.03) R2dN8 : 0.000681 R2N8 : -0.00612
σ : 0.264
deviance : 31.81
__
_____
C
peak time of C : --
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
22.81 0.224 10.5 1.56 0.319 -0.33 0.22 0.692 0.119 17.5 28.5 2619 -- --
22.93 0.223 10.5 1.39 0.317 -0.31 0.123 -- 0.0963 17.7 27.4 2563 -- --
22.83 0.223 10.5 1.62 0.334 -0.365 -- 0.824 0.167 17.7 27.6 2568 -- --
23 0.223 10.5 1.37 0.328 -0.287 -- -- 0.0894 17.8 27.4 2580 -- --
27.91 0.246 10.5 1.56 -- -0.348 -- 0.51 0.119 -- 27.4 2669 -- --
25.96 0.239 10.6 1.27 0.321 -- 0.357 -- 0.0287 16.9 -- -- -- --
26.26 0.24 10.6 1.27 0.326 -- -- -- 0.0303 17.2 -- -- -- --
27.84 0.246 10.5 1.38 -- -0.293 -- -- 0.0866 -- 27 2713 -- --
65.34 0.379 10.6 -- 0.21 0.226 -- -- -0.143 19.2 27.08 1525 -- --
31.81 0.264 10.6 1.25 -- -- -- -- 0.0221 -- -- -- -- --
68.5 0.387 10.6 -- 0.304 -- -- -- -0.111 17.3 -- -- -- --
46.54 0.318 10.6 -- -- 0.82 -- -- -0.314 -- 18.47 47520 -- --
73.33 0.4 10.6 -- -- -- -- -- -0.117 -- -- -- -- --

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 21.42 precipitation 0.1 30 < th dose independent rect. 3 16
2 21.42 atmosphere 995.0 30 > th dose dependent rect. 19 8
3 21.42 precipitation 0.1 30 < th dose dependent rect. 3 16
4 21.54 temperature 10.0 30 > th dose independent rect. 19 8
5 21.54 temperature 30.0 30 < th dose independent rect. 19 8
6 21.54 humidity 50.0 30 > th dose independent rect. 19 8
8 21.54 atmosphere 995.0 30 > th dose independent rect. 19 8
9 21.54 radiation 1.0 30 < th dose independent rect. 19 8
14 21.54 precipitation 0.1 30 < th dose independent rect. 19 8
15 21.54 temperature 10.0 30 > th dose independent rect. 3 16
17 21.54 atmosphere 1015.0 30 < th dose independent rect. 3 16
18 21.54 radiation 1.0 30 < th dose dependent rect. 19 8
23 21.54 precipitation 0.1 30 < th dose dependent rect. 19 8
24 21.57 wind 9.0 30 < th dose independent rect. 19 8
26 21.57 temperature 30.0 30 < th dose dependent rect. 19 8
28 21.62 humidity 50.0 30 > th dose dependent rect. 19 8
54 21.68 atmosphere 995.0 30 > th dose independent rect. 3 16
57 21.73 humidity 50.0 30 > th dose independent rect. 3 16
59 21.75 wind 9.0 30 < th dose independent rect. 3 16
86 21.87 humidity 50.0 30 > th dose dependent rect. 3 16
87 21.88 wind 5.0 10 < th dose dependent rect. 3 5
104 22.05 radiation 20.0 30 < th dose dependent rect. 3 16
105 22.08 radiation 10.0 10 < th dose independent rect. 3 16
106 22.09 temperature 25.0 720 > th dose independent rect. 18 1
107 22.09 temperature 25.0 720 > th dose dependent rect. 18 1
111 22.10 wind 9.0 30 < th dose dependent rect. 19 8
115 22.11 radiation 1.0 90 < th dose dependent rect. 5 22
116 22.12 temperature 25.0 720 > th dose dependent rect. 18 5
118 22.14 temperature 25.0 720 > th dose dependent rect. 18 3
135 22.22 radiation 1.0 270 < th dose dependent rect. 5 20
140 22.24 temperature 25.0 720 > th dose dependent rect. 20 1
148 22.26 humidity 50.0 270 > th dose independent rect. 1 18
149 22.27 temperature 25.0 270 < th dose independent rect. 1 4
165 22.32 precipitation 0.1 270 < th dose independent rect. 3 1
166 22.32 precipitation 0.1 270 < th dose dependent rect. 3 1
180 22.33 atmosphere 995.0 30 > th dose dependent rect. 23 4
195 22.36 temperature 10.0 720 > th dose dependent rect. 16 7
197 22.37 wind 7.0 270 < th dose dependent rect. 3 1
201 22.38 humidity 50.0 270 > th dose independent rect. 14 15
207 22.38 radiation 1.0 270 < th dose dependent rect. 12 13
215 22.41 temperature 10.0 270 > th dose dependent rect. 3 1
223 22.43 precipitation 0.1 10 < th dose independent rect. 3 5
224 22.43 radiation 1.0 270 < th dose independent rect. 5 20
225 22.43 precipitation 0.1 10 < th dose dependent rect. 3 5
228 22.44 wind 3.0 270 < th dose independent rect. 3 1
229 22.44 precipitation 0.1 10 < th dose independent rect. 3 20
235 22.44 precipitation 0.1 10 < th dose dependent rect. 3 20
239 22.45 wind 9.0 10 < th dose independent rect. 8 19
251 22.46 temperature 30.0 30 < th dose dependent rect. 14 13
252 22.47 atmosphere 1015.0 270 < th dose dependent rect. 3 1
258 22.47 temperature 30.0 1440 > th dose dependent rect. 18 15
261 22.48 temperature 25.0 270 < th dose independent rect. 24 8
263 22.48 humidity 50.0 30 > th dose dependent rect. 23 4
267 22.49 temperature 25.0 720 > th dose independent rect. 18 3
270 22.49 temperature 10.0 10 > th dose dependent rect. 3 5
277 22.50 radiation 1.0 270 < th dose independent rect. 12 13
280 22.50 wind 9.0 30 < th dose dependent rect. 23 4
288 22.51 atmosphere 1000.0 30 > th dose independent rect. 23 4
289 22.51 precipitation 0.1 30 < th dose independent rect. 23 4
290 22.51 wind 3.0 30 < th dose independent rect. 3 5
302 22.51 temperature 25.0 90 < th dose independent rect. 3 8
309 22.51 atmosphere 1015.0 270 < th dose dependent rect. 1 4
310 22.51 precipitation 0.1 30 < th dose dependent rect. 23 4
317 22.51 radiation 20.0 90 < th dose dependent rect. 3 8
319 22.52 wind 7.0 30 < th dose independent rect. 23 4
321 22.52 temperature 10.0 30 > th dose independent rect. 23 4
322 22.52 temperature 30.0 30 < th dose independent rect. 23 4
323 22.52 humidity 50.0 30 > th dose independent rect. 23 4
327 22.52 radiation 1.0 30 < th dose independent rect. 23 4
337 22.52 temperature 10.0 30 > th dose independent rect. 3 20
339 22.52 atmosphere 1015.0 30 < th dose independent rect. 3 20
340 22.52 radiation 1.0 30 < th dose dependent rect. 23 4
351 22.53 temperature 25.0 10 < th dose independent rect. 15 12
354 22.53 temperature 20.0 30 > th dose dependent rect. 3 3
356 22.53 wind 7.0 270 < th dose dependent rect. 1 4
357 22.53 humidity 50.0 30 > th dose dependent rect. 3 7
377 22.55 temperature 25.0 270 < th dose independent rect. 3 1
378 22.55 wind 9.0 10 < th dose independent rect. 3 5
379 22.55 temperature 10.0 10 > th dose independent rect. 3 5
381 22.55 temperature 30.0 10 < th dose independent rect. 3 5
382 22.55 humidity 50.0 10 > th dose independent rect. 3 5
384 22.55 atmosphere 995.0 10 > th dose independent rect. 3 5
385 22.55 atmosphere 1015.0 10 < th dose independent rect. 3 5
390 22.55 temperature 10.0 10 > th dose independent rect. 8 19
416 22.56 humidity 50.0 30 > th dose dependent rect. 3 5
425 22.57 temperature 10.0 270 > th dose independent rect. 3 1
428 22.57 humidity 50.0 270 > th dose independent rect. 3 1
431 22.57 atmosphere 995.0 270 > th dose independent rect. 3 1
432 22.57 atmosphere 1010.0 270 < th dose independent rect. 3 1
434 22.57 radiation 1.0 270 < th dose independent rect. 3 1
456 22.57 temperature 10.0 270 > th dose independent rect. 4 23
457 22.57 radiation 1.0 270 < th dose dependent rect. 3 1
477 22.58 temperature 25.0 720 < th dose independent rect. 19 1
482 22.58 temperature 25.0 270 < th dose independent rect. 15 9
502 22.59 precipitation 0.1 10 < th dose independent rect. 8 19
521 22.59 precipitation 0.1 10 < th dose dependent rect. 8 19
523 22.60 radiation 40.0 30 < th dose independent rect. 3 5
525 22.60 wind 1.0 270 > th dose independent rect. 4 10
543 22.62 humidity 80.0 720 > th dose independent rect. 20 2
550 22.62 humidity 80.0 720 < th dose dependent rect. 20 1
553 22.62 radiation 40.0 30 < th dose dependent rect. 3 5
560 22.63 wind 1.0 270 > th dose independent rect. 4 21
561 22.63 humidity 50.0 270 > th dose dependent rect. 3 1
568 22.63 radiation 10.0 270 < th dose dependent rect. 1 10
572 22.64 temperature 25.0 270 < th dose independent rect. 17 7
599 22.65 temperature 25.0 270 > th dose independent rect. 12 9
617 22.66 atmosphere 995.0 30 > th dose independent rect. 3 20
634 22.67 humidity 60.0 30 > th dose dependent rect. 3 10
638 22.68 wind 1.0 90 > th dose independent rect. 19 8
641 22.68 atmosphere 995.0 10 > th dose independent rect. 8 19
643 22.68 wind 9.0 30 < th dose independent rect. 3 20
660 22.69 wind 5.0 270 < th dose independent rect. 1 4
667 22.69 humidity 50.0 30 > th dose independent rect. 3 20
682 22.69 atmosphere 1015.0 270 < th dose dependent rect. 24 6
704 22.70 precipitation 0.1 270 < th dose independent rect. 1 4
705 22.70 temperature 10.0 1440 > th dose independent rect. 20 8
708 22.70 temperature 30.0 1440 < th dose independent rect. 20 8
712 22.70 humidity 50.0 1440 > th dose independent rect. 20 8
718 22.70 atmosphere 995.0 1440 > th dose independent rect. 20 8
719 22.70 radiation 1.0 1440 < th dose independent rect. 20 8
739 22.70 temperature 10.0 1440 > th dose independent rect. 4 16
742 22.70 precipitation 0.1 270 < th dose dependent rect. 1 4
751 22.70 radiation 40.0 1440 < th dose dependent rect. 20 8
765 22.71 radiation 10.0 1440 < th dose dependent rect. 20 8
771 22.72 temperature 25.0 90 > th dose independent rect. 15 8
773 22.72 wind 9.0 270 < th dose independent rect. 4 23
774 22.72 atmosphere 1015.0 90 < th dose dependent rect. 3 4
782 22.73 precipitation 0.1 270 < th dose independent rect. 15 14
785 22.73 radiation 40.0 90 < th dose independent rect. 3 16
796 22.73 precipitation 0.1 270 < th dose dependent rect. 15 14
804 22.74 radiation 10.0 10 < th dose independent rect. 3 7
834 22.75 radiation 10.0 10 < th dose independent rect. 3 20
851 22.76 wind 9.0 30 < th dose dependent rect. 3 16
865 22.77 atmosphere 995.0 270 > th dose dependent rect. 23 1
883 22.78 wind 1.0 270 > th dose independent rect. 3 1
887 22.78 temperature 25.0 270 > th dose independent rect. 14 6
894 22.78 wind 9.0 270 < th dose independent rect. 5 20
897 22.78 temperature 10.0 270 > th dose dependent rect. 1 4
929 22.80 atmosphere 1015.0 30 < th dose independent rect. 19 8
930 22.80 wind 7.0 270 < th dose independent rect. 5 9
932 22.80 radiation 10.0 10 < th dose independent rect. 3 11
950 22.81 temperature 20.0 30 > th dose independent rect. 3 3
953 22.81 temperature 10.0 270 > th dose independent rect. 1 4
956 22.81 humidity 50.0 270 > th dose independent rect. 1 4
959 22.81 atmosphere 995.0 270 > th dose independent rect. 1 4
960 22.81 atmosphere 1010.0 270 < th dose independent rect. 1 4
962 22.81 radiation 20.0 270 < th dose independent rect. 1 4
968 22.81 humidity 80.0 30 > th dose independent rect. 3 7
972 22.81 radiation 40.0 270 < th dose independent rect. 14 15
977 22.81 temperature 10.0 270 > th dose independent rect. 5 20
995 22.82 radiation 1.0 270 < th dose independent rect. 1 4
1000 22.82 temperature 30.0 720 < th dose dependent rect. 19 1