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Os01g0755100

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.49 (0.0173) R2 : 0.302
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.523 (0.0412) R2dC : 0.247 R2C : 0.233
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.215 (0.0364) R2dN8 : 0.0691 R2N8 : 0.0545
σ : 0.326
deviance : 48.56
__
_____
C
peak time of C : 23.3
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 = radiation, 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
32.74 0.269 9.46 0.672 0.223 0.52 -0.503 0.107 0.324 16.4 0.1686 97 -- --
32.75 0.267 9.46 0.666 0.225 0.521 -0.563 -- 0.326 16.2 0.1464 97 -- --
32.83 0.267 9.47 0.636 0.221 0.507 -- 0.296 0.3 17 0.03122 123 -- --
33.33 0.269 9.47 0.637 0.24 0.525 -- -- 0.301 16.6 0.03999 119 -- --
35.39 0.277 9.45 0.693 -- 0.46 -- 0.248 0.306 -- 0.14 96 -- --
37.92 0.289 9.48 0.637 0.517 -- 0.273 -- 0.285 23.4 -- -- -- --
38.23 0.29 9.48 0.626 0.517 -- -- -- 0.285 23.3 -- -- -- --
35.44 0.277 9.47 0.662 -- 0.424 -- -- 0.281 -- 0.14 53 -- --
45.18 0.313 9.47 -- 0.214 0.517 -- -- 0.264 16.8 0.119 123 -- --
54.92 0.346 9.46 0.639 -- -- -- -- 0.29 -- -- -- -- --
48.56 0.326 9.49 -- 0.523 -- -- -- 0.215 23.3 -- -- -- --
47 0.319 9.48 -- -- 0.423 -- -- 0.225 -- 0.6742 54 -- --
65.7 0.378 9.48 -- -- -- -- -- 0.219 -- -- -- -- --

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 26.38 temperature 10.0 270 > th dose dependent rect. 18 9
3 27.04 temperature 15.0 270 > th dose independent rect. 18 9
4 27.22 temperature 15.0 270 > th dose independent rect. 7 20
6 27.64 temperature 15.0 270 > th dose independent rect. 8 18
17 28.30 wind 1.0 270 > th dose independent rect. 14 17
31 28.59 temperature 15.0 10 > th dose independent rect. 9 20
33 28.63 atmosphere 1000.0 270 > th dose dependent rect. 3 4
34 28.64 temperature 30.0 270 < th dose independent rect. 7 8
39 28.71 temperature 30.0 270 < th dose independent rect. 7 20
40 28.72 precipitation 0.1 270 < th dose independent rect. 3 15
41 28.72 precipitation 0.1 270 < th dose dependent rect. 3 15
42 28.73 atmosphere 995.0 270 > th dose independent rect. 18 9
44 28.77 radiation 10.0 270 < th dose independent rect. 18 9
45 28.78 radiation 10.0 270 < th dose dependent rect. 18 9
49 28.81 wind 9.0 270 < th dose independent rect. 18 9
51 28.81 humidity 50.0 270 > th dose independent rect. 18 9
55 28.81 temperature 10.0 270 > th dose independent rect. 3 15
56 28.81 atmosphere 1015.0 270 < th dose independent rect. 3 15
64 28.90 atmosphere 995.0 270 > th dose independent rect. 7 20
69 28.93 temperature 10.0 10 > th dose dependent rect. 20 9
70 28.94 precipitation 0.1 270 < th dose independent rect. 3 4
71 28.94 temperature 10.0 270 > th dose dependent rect. 3 4
72 28.94 precipitation 0.1 270 < th dose dependent rect. 3 4
73 28.95 radiation 1.0 90 < th dose independent sin 12 NA
76 29.00 wind 9.0 270 < th dose independent rect. 7 20
77 29.00 humidity 50.0 270 > th dose independent rect. 7 20
79 29.01 atmosphere 1000.0 270 > th dose dependent rect. 4 2
81 29.02 wind 7.0 270 < th dose independent rect. 3 4
83 29.03 radiation 20.0 270 < th dose independent rect. 3 4
85 29.04 radiation 1.0 90 > th dose independent sin 11 NA
87 29.06 humidity 70.0 270 > th dose independent rect. 3 4
89 29.06 atmosphere 1000.0 10 > th dose dependent rect. 5 4
91 29.07 temperature 10.0 270 > th dose independent rect. 3 4
93 29.07 temperature 30.0 270 < th dose independent rect. 3 4
94 29.07 humidity 50.0 270 > th dose independent rect. 3 4
96 29.07 atmosphere 995.0 270 > th dose independent rect. 3 4
97 29.07 atmosphere 1015.0 270 < th dose independent rect. 3 4
101 29.08 radiation 1.0 90 < th dose dependent sin 11 NA
104 29.10 temperature 30.0 270 < th dose independent rect. 18 9
108 29.13 atmosphere 1010.0 270 < th dose independent rect. 18 9
111 29.15 wind 1.0 270 > th dose independent rect. 3 4
115 29.16 precipitation 0.1 270 < th dose independent rect. 18 9
116 29.16 wind 9.0 270 < th dose independent rect. 3 15
117 29.16 precipitation 0.1 270 < th dose dependent rect. 18 9
129 29.25 humidity 50.0 270 > th dose dependent rect. 18 9
130 29.26 radiation 1.0 30 > th dose independent rect. 17 16
131 29.26 radiation 40.0 270 < th dose dependent rect. 3 4
133 29.27 atmosphere 995.0 10 > th dose dependent rect. 16 17
148 29.33 precipitation 0.1 270 < th dose independent rect. 7 20
149 29.33 precipitation 0.1 270 < th dose dependent rect. 7 20
167 29.43 radiation 30.0 270 < th dose independent rect. 2 6
173 29.45 atmosphere 995.0 270 > th dose independent rect. 8 18
176 29.47 precipitation 0.1 270 < th dose independent rect. 2 6
178 29.47 atmosphere 1015.0 270 < th dose independent rect. 7 20
180 29.47 precipitation 0.1 270 < th dose dependent rect. 2 6
196 29.52 wind 9.0 270 < th dose independent rect. 8 18
201 29.53 wind 7.0 270 < th dose independent rect. 2 6
202 29.53 temperature 15.0 10 > th dose dependent rect. 5 4
209 29.56 wind 9.0 270 < th dose dependent rect. 3 4
220 29.59 precipitation 0.1 270 < th dose independent rect. 14 17
223 29.59 precipitation 0.1 270 < th dose dependent rect. 14 17
225 29.60 temperature 10.0 270 > th dose independent rect. 2 6
227 29.60 temperature 30.0 270 < th dose independent rect. 2 6
228 29.60 humidity 50.0 270 > th dose independent rect. 2 6
230 29.60 atmosphere 995.0 270 > th dose independent rect. 2 6
231 29.60 atmosphere 1015.0 270 < th dose independent rect. 2 6
250 29.66 humidity 90.0 30 < th dose independent rect. 2 7
258 29.68 atmosphere 1015.0 270 < th dose independent rect. 8 18
263 29.69 atmosphere 1000.0 10 > th dose independent rect. 9 7
268 29.70 humidity 50.0 270 > th dose dependent rect. 3 4
280 29.73 atmosphere 1005.0 270 > th dose independent rect. 3 4
287 29.74 precipitation 0.1 270 < th dose independent rect. 7 7
292 29.74 precipitation 0.1 270 < th dose dependent rect. 7 7
298 29.76 wind 9.0 270 < th dose independent rect. 7 7
299 29.76 temperature 10.0 270 > th dose independent rect. 7 7
301 29.76 atmosphere 995.0 270 > th dose independent rect. 7 7
302 29.76 atmosphere 1015.0 270 < th dose independent rect. 7 7
303 29.76 temperature 10.0 270 > th dose independent rect. 14 17
316 29.78 precipitation 0.1 10 < th dose independent rect. 16 17
320 29.78 precipitation 0.1 10 < th dose dependent rect. 16 17
337 29.80 atmosphere 995.0 90 > th dose independent rect. 9 6
360 29.82 radiation 40.0 90 < th dose independent rect. 15 18
365 29.83 humidity 50.0 270 > th dose independent rect. 7 7
366 29.83 wind 9.0 270 < th dose independent rect. 14 17
372 29.85 radiation 1.0 30 > th dose independent rect. 5 4
378 29.85 temperature 20.0 10 > th dose independent rect. 20 9
392 29.87 precipitation 0.1 270 < th dose independent rect. 8 18
394 29.87 precipitation 0.1 270 < th dose dependent rect. 8 18
396 29.88 temperature 10.0 90 > th dose independent rect. 9 6
397 29.88 atmosphere 1015.0 90 < th dose independent rect. 9 6
405 29.89 precipitation 0.1 90 < th dose independent rect. 9 6
406 29.89 wind 1.0 270 > th dose independent rect. 3 15
411 29.89 precipitation 0.1 90 < th dose dependent rect. 9 6
419 29.90 wind 9.0 90 < th dose independent rect. 9 6
459 29.94 atmosphere 995.0 10 > th dose independent rect. 9 20
461 29.95 atmosphere 1005.0 10 > th dose independent rect. 5 4
463 29.96 temperature 10.0 10 > th dose independent rect. 9 7
465 29.96 atmosphere 1015.0 10 < th dose independent rect. 9 7
466 29.96 precipitation 0.1 10 < th dose independent rect. 9 7
468 29.96 temperature 10.0 10 > th dose independent rect. 16 17
472 29.96 precipitation 0.1 10 < th dose dependent rect. 9 7
477 29.97 radiation 1.0 270 > th dose independent rect. 7 7
494 29.99 wind 9.0 10 < th dose independent rect. 16 17
524 30.02 radiation 40.0 270 < th dose independent rect. 15 16
537 30.05 atmosphere 995.0 270 > th dose independent rect. 3 15
582 30.08 wind 1.0 90 > th dose independent rect. 9 6
622 30.12 radiation 10.0 10 < th dose dependent rect. 20 10
635 30.15 humidity 50.0 90 > th dose independent rect. 9 6
636 30.15 wind 9.0 10 < th dose independent rect. 9 7
638 30.15 wind 9.0 270 < th dose dependent rect. 18 9
656 30.18 precipitation 0.1 10 < th dose independent rect. 5 4
659 30.18 wind 1.0 270 > th dose independent rect. 7 7
666 30.18 precipitation 0.1 10 < th dose dependent rect. 5 4
674 30.20 wind 7.0 10 < th dose independent rect. 5 4
676 30.20 temperature 10.0 10 > th dose independent rect. 5 4
678 30.20 temperature 30.0 10 < th dose independent rect. 5 4
679 30.20 humidity 50.0 10 > th dose independent rect. 5 4
682 30.20 atmosphere 995.0 10 > th dose independent rect. 5 4
683 30.20 atmosphere 1015.0 10 < th dose independent rect. 5 4
734 30.25 wind 9.0 10 < th dose independent rect. 9 20
758 30.27 atmosphere 995.0 10 > th dose independent rect. 16 17
778 30.32 wind 1.0 90 > th dose independent rect. 5 4
870 30.39 atmosphere 995.0 90 > th dose dependent rect. 9 7
892 30.41 precipitation 0.1 10 < th dose independent rect. 9 20
896 30.41 precipitation 0.1 10 < th dose dependent rect. 9 20
900 30.42 temperature 10.0 1440 > th dose independent rect. 10 7
911 30.42 temperature 10.0 1440 > th dose independent rect. 17 17
939 30.45 radiation 40.0 10 < th dose independent rect. 5 4
945 30.45 atmosphere 1015.0 10 < th dose independent rect. 9 20