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Os05g0144200

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 : 11.7 (0.0216) R2 : 0.405
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.912 (0.0563) R2dC : 0.344 R2C : 0.314
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.333 (0.0454) R2dN8 : 0.0909 R2N8 : 0.0613
σ : 0.407
deviance : 75.67
__
_____
C
peak time of C : 17.2
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 = radiation, 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
66.46 0.383 11.6 0.218 0.91 0.462 0.0764 -1.07 0.468 17.6 19.98 1301 -- --
68.88 0.387 11.7 0.159 0.905 0.437 0.0554 -- 0.46 17.5 19.66 1300 -- --
66.47 0.38 11.6 0.218 0.91 0.461 -- -1.07 0.468 17.5 19.96 1300 -- --
68.89 0.387 11.6 0.16 0.911 0.436 -- -- 0.462 17.6 19.66 1300 -- --
109.44 0.487 11.6 0.223 -- 0.47 -- -0.898 0.466 -- 19.67 1323 -- --
75.4 0.407 11.7 0.101 0.914 -- 0.0103 -- 0.345 17.2 -- -- -- --
75.41 0.407 11.7 0.101 0.914 -- -- -- 0.345 17.2 -- -- -- --
111.26 0.491 11.6 0.138 -- 0.467 -- -- 0.464 -- 19.67 1355 -- --
69.34 0.388 11.7 -- 0.886 0.435 -- -- 0.436 17.5 19.67 1300 -- --
119.14 0.51 11.7 0.0682 -- -- -- -- 0.322 -- -- -- -- --
75.67 0.407 11.7 -- 0.912 -- -- -- 0.333 17.2 -- -- -- --
111.61 0.492 11.6 -- -- 0.422 -- -- 0.435 -- 19.62 1359 -- --
119.26 0.51 11.7 -- -- -- -- -- 0.314 -- -- -- -- --

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 58.42 temperature 20.0 90 > th dose independent rect. 8 20
2 58.51 wind 5.0 270 < th dose independent rect. 3 3
3 58.69 precipitation 0.1 270 < th dose independent rect. 3 3
4 58.69 precipitation 0.1 270 < th dose dependent rect. 3 3
7 59.16 wind 9.0 270 < th dose independent rect. 6 21
10 59.50 temperature 10.0 270 > th dose independent rect. 3 3
12 59.50 temperature 30.0 270 < th dose independent rect. 3 3
13 59.50 humidity 50.0 270 > th dose independent rect. 3 3
16 59.50 atmosphere 995.0 270 > th dose independent rect. 3 3
17 59.50 atmosphere 1010.0 270 < th dose independent rect. 3 3
19 59.50 radiation 20.0 270 < th dose independent rect. 3 3
22 59.50 temperature 10.0 270 > th dose independent rect. 6 21
24 59.56 radiation 40.0 270 < th dose dependent rect. 3 3
33 59.69 temperature 10.0 90 > th dose dependent rect. 8 19
34 59.69 temperature 10.0 10 > th dose dependent rect. 9 19
37 59.83 wind 9.0 270 < th dose dependent rect. 3 3
40 59.92 temperature 30.0 270 < th dose dependent rect. 3 2
45 60.05 temperature 10.0 270 > th dose dependent rect. 8 2
48 60.10 precipitation 0.1 270 < th dose independent rect. 3 14
50 60.10 precipitation 0.1 270 < th dose dependent rect. 3 14
51 60.13 temperature 10.0 270 > th dose dependent rect. 17 9
60 60.33 temperature 20.0 90 > th dose independent rect. 20 17
63 60.34 temperature 10.0 270 > th dose dependent rect. 20 15
81 60.53 temperature 15.0 90 > th dose independent rect. 8 6
98 60.55 wind 7.0 90 < th dose independent rect. 8 20
103 60.57 temperature 10.0 10 > th dose dependent rect. 9 5
106 60.60 temperature 15.0 270 > th dose independent rect. 9 1
107 60.60 radiation 1.0 270 > th dose independent rect. 9 1
114 60.62 precipitation 0.1 10 < th dose independent rect. 14 19
115 60.62 precipitation 0.1 10 < th dose dependent rect. 14 19
125 60.71 temperature 10.0 270 > th dose dependent rect. 7 4
127 60.75 wind 9.0 10 < th dose independent rect. 9 5
145 60.78 temperature 20.0 270 > th dose independent rect. 18 8
146 60.78 precipitation 0.1 90 < th dose independent rect. 14 18
149 60.78 precipitation 0.1 90 < th dose dependent rect. 14 18
153 60.81 wind 9.0 270 < th dose independent rect. 17 10
160 60.83 wind 9.0 270 < th dose dependent rect. 7 5
161 60.84 precipitation 0.1 270 < th dose independent rect. 6 21
162 60.84 radiation 30.0 270 < th dose dependent rect. 2 5
164 60.84 precipitation 0.1 270 < th dose dependent rect. 6 21
166 60.85 wind 1.0 270 > th dose independent rect. 11 20
167 60.85 atmosphere 995.0 90 > th dose independent rect. 8 20
168 60.86 wind 1.0 270 > th dose independent rect. 12 18
175 60.91 radiation 10.0 270 < th dose independent rect. 17 10
192 60.92 temperature 10.0 90 > th dose independent rect. 8 19
195 60.93 wind 7.0 270 < th dose independent rect. 9 1
196 60.93 wind 9.0 90 < th dose independent rect. 8 6
197 60.93 temperature 10.0 270 > th dose independent rect. 17 10
201 60.93 temperature 10.0 270 > th dose independent rect. 3 14
202 60.93 atmosphere 1015.0 270 < th dose independent rect. 3 14
205 60.94 temperature 10.0 10 > th dose independent rect. 9 5
207 60.94 atmosphere 995.0 10 > th dose independent rect. 9 5
208 60.94 atmosphere 1015.0 10 < th dose independent rect. 9 5
209 60.94 precipitation 0.1 10 < th dose independent rect. 9 5
211 60.94 temperature 10.0 10 > th dose independent rect. 14 19
212 60.94 precipitation 0.1 10 < th dose dependent rect. 9 5
213 60.95 wind 9.0 270 < th dose dependent rect. 8 2
214 60.96 precipitation 0.1 90 < th dose independent rect. 8 6
217 60.96 precipitation 0.1 90 < th dose dependent rect. 8 6
220 60.97 humidity 90.0 10 < th dose independent rect. 9 5
241 60.99 radiation 40.0 270 < th dose dependent rect. 16 10
254 61.06 precipitation 0.1 270 < th dose independent rect. 10 22
255 61.06 precipitation 0.1 270 < th dose dependent rect. 10 22
267 61.10 wind 1.0 270 > th dose independent rect. 1 6
275 61.10 wind 9.0 10 < th dose independent rect. 14 19
278 61.11 atmosphere 995.0 90 > th dose independent rect. 8 6
279 61.11 atmosphere 1015.0 90 < th dose independent rect. 8 6
280 61.11 temperature 10.0 90 > th dose independent rect. 14 18
282 61.12 wind 1.0 30 > th dose independent rect. 9 5
289 61.14 temperature 15.0 270 > th dose independent rect. 7 4
305 61.18 humidity 50.0 90 > th dose independent rect. 8 6
307 61.19 precipitation 0.1 270 < th dose independent rect. 9 1
311 61.19 temperature 20.0 10 > th dose independent rect. 20 18
313 61.19 precipitation 0.1 270 < th dose dependent rect. 9 1
314 61.19 temperature 10.0 30 > th dose dependent rect. 9 3
324 61.20 radiation 1.0 10 > th dose independent rect. 9 5
326 61.20 temperature 20.0 90 > th dose independent rect. 20 8
333 61.20 humidity 50.0 270 > th dose dependent rect. 3 3
335 61.21 humidity 90.0 90 < th dose independent rect. 8 6
336 61.22 humidity 50.0 270 > th dose independent rect. 9 1
341 61.25 wind 9.0 90 < th dose independent rect. 14 18
345 61.26 wind 1.0 270 > th dose independent rect. 3 3
346 61.26 radiation 1.0 270 > th dose independent rect. 7 4
368 61.29 temperature 10.0 1440 > th dose independent rect. 10 5
372 61.29 temperature 10.0 1440 > th dose independent rect. 15 19
379 61.30 atmosphere 995.0 270 > th dose independent rect. 9 1
380 61.30 atmosphere 1015.0 270 < th dose independent rect. 9 1
381 61.30 temperature 10.0 270 > th dose independent rect. 10 23
390 61.33 radiation 1.0 270 < th dose dependent rect. 3 8
402 61.38 precipitation 0.1 270 < th dose independent rect. 11 20
403 61.38 atmosphere 995.0 270 > th dose independent rect. 6 21
406 61.38 wind 9.0 90 < th dose dependent rect. 8 20
407 61.38 precipitation 0.1 270 < th dose dependent rect. 11 20
408 61.39 humidity 90.0 270 < th dose independent rect. 9 1
413 61.40 radiation 40.0 10 < th dose independent rect. 14 19
418 61.43 radiation 40.0 90 < th dose independent rect. 14 18
423 61.45 atmosphere 995.0 270 > th dose independent rect. 17 9
432 61.48 radiation 1.0 30 > th dose independent rect. 12 21
440 61.51 humidity 50.0 270 > th dose independent rect. 17 10
448 61.53 temperature 20.0 10 > th dose independent rect. 20 16
485 61.59 radiation 1.0 270 < th dose independent rect. 3 8
487 61.59 wind 9.0 270 < th dose independent rect. 2 15
500 61.60 precipitation 0.1 270 < th dose independent rect. 17 9
502 61.60 precipitation 0.1 270 < th dose independent rect. 12 18
504 61.60 precipitation 0.1 270 < th dose dependent rect. 17 9
506 61.60 precipitation 0.1 270 < th dose dependent rect. 12 18
517 61.63 radiation 1.0 30 > th dose independent rect. 14 19
523 61.65 wind 1.0 270 > th dose independent rect. 10 22
537 61.70 radiation 10.0 10 < th dose dependent sin 12 NA
556 61.76 humidity 50.0 270 > th dose independent rect. 7 4
561 61.77 wind 1.0 270 > th dose independent rect. 9 1
568 61.79 precipitation 0.1 270 < th dose independent rect. 7 4
571 61.79 precipitation 0.1 270 < th dose dependent rect. 7 4
574 61.81 temperature 20.0 10 > th dose independent rect. 22 16
577 61.83 atmosphere 1015.0 90 < th dose independent rect. 8 19
582 61.84 radiation 1.0 30 < th dose independent sin 12 NA
586 61.85 radiation 1.0 10 > th dose independent rect. 5 4
606 61.87 atmosphere 995.0 270 > th dose independent rect. 7 4
607 61.87 atmosphere 1015.0 270 < th dose independent rect. 7 4
610 61.87 temperature 10.0 270 > th dose independent rect. 11 20
628 61.91 temperature 20.0 10 > th dose independent rect. 22 14
656 61.95 atmosphere 1015.0 270 < th dose dependent rect. 3 2
667 61.97 precipitation 0.1 270 < th dose independent rect. 6 6
675 61.97 precipitation 0.1 270 < th dose dependent rect. 6 6
700 62.02 temperature 10.0 270 > th dose dependent rect. 3 3
717 62.04 atmosphere 995.0 270 > th dose independent rect. 6 6
718 62.04 atmosphere 1015.0 270 < th dose independent rect. 6 6
722 62.04 temperature 10.0 270 > th dose independent rect. 12 18
774 62.10 temperature 30.0 270 < th dose dependent rect. 1 6
825 62.22 humidity 90.0 10 < th dose independent rect. 9 3
828 62.22 humidity 50.0 30 > th dose independent rect. 9 19
850 62.27 wind 7.0 30 < th dose independent rect. 9 3
861 62.27 atmosphere 995.0 10 > th dose independent rect. 14 19
868 62.28 wind 9.0 270 < th dose independent rect. 11 20
869 62.28 precipitation 0.1 10 < th dose independent rect. 12 21
870 62.28 atmosphere 1015.0 270 < th dose dependent rect. 9 1
872 62.28 precipitation 0.1 10 < th dose dependent rect. 12 21
877 62.30 wind 9.0 270 < th dose independent rect. 12 18