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Os03g0751800

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 : 10.5 (0.0167) R2 : 0.334
β1 : -0.792 (0.061) R2dD : 0.255 R2D : 0.282
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.182 (0.0356) R2dN8 : 0.0515 R2N8 : 0.0783
σ : 0.313
deviance : 44.78
__
_____
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 = 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
35.95 0.282 10.5 -0.763 0.344 0.278 0.0218 0.832 0.147 19.8 62 4659 -- --
36.35 0.281 10.5 -0.775 0.332 0.382 0.0828 -- 0.09 20.2 63.06 4064 -- --
35.95 0.279 10.5 -0.764 0.344 0.277 -- 0.821 0.148 19.8 62 4681 -- --
36.34 0.281 10.5 -0.793 0.34 0.36 -- -- 0.0876 20.1 63.33 4061 -- --
42 0.302 10.5 -0.763 -- 0.315 -- 0.665 0.123 -- 61.47 4373 -- --
38.67 0.292 10.5 -0.788 0.336 -- -0.00994 -- 0.187 19.8 -- -- -- --
38.67 0.291 10.5 -0.788 0.336 -- -- -- 0.187 19.8 -- -- -- --
42.4 0.303 10.5 -0.798 -- 0.352 -- -- 0.0878 -- 63.22 4218 -- --
53.01 0.339 10.5 -- 0.354 0.34 -- -- 0.184 20 64.93 4000 -- --
44.78 0.313 10.5 -0.792 -- -- -- -- 0.182 -- -- -- -- --
55.03 0.347 10.5 -- 0.342 -- -- -- 0.275 19.7 -- -- -- --
58.51 0.356 10.5 -- -- 0.374 -- -- 0.178 -- 61 4154 -- --
61.32 0.365 10.5 -- -- -- -- -- 0.27 -- -- -- -- --

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 33.77 humidity 90.0 270 < th dose independent rect. 9 1
2 33.79 wind 1.0 270 > th dose independent rect. 10 21
6 34.17 temperature 10.0 270 > th dose dependent rect. 9 1
7 34.20 temperature 15.0 10 > th dose dependent rect. 9 3
8 34.22 wind 9.0 270 < th dose dependent rect. 7 4
9 34.23 humidity 90.0 10 < th dose independent rect. 2 7
14 34.30 wind 7.0 30 < th dose independent rect. 9 3
16 34.33 wind 9.0 270 < th dose dependent rect. 9 1
18 34.35 wind 7.0 270 < th dose independent rect. 9 1
19 34.35 temperature 15.0 270 > th dose independent rect. 9 1
21 34.36 wind 7.0 30 < th dose independent rect. 9 6
22 34.36 humidity 90.0 10 < th dose independent rect. 9 6
24 34.37 wind 5.0 270 < th dose independent rect. 7 4
25 34.38 radiation 1.0 270 > th dose independent rect. 9 1
34 34.45 temperature 20.0 10 > th dose independent rect. 9 3
45 34.50 radiation 1.0 90 > th dose independent rect. 11 22
52 34.52 temperature 10.0 270 > th dose dependent rect. 21 14
53 34.53 wind 1.0 270 > th dose independent rect. 2 14
57 34.55 temperature 10.0 270 > th dose dependent rect. 7 4
64 34.60 humidity 90.0 270 < th dose independent rect. 7 4
66 34.60 wind 1.0 270 > th dose independent rect. 23 8
68 34.61 temperature 15.0 270 > th dose independent rect. 7 4
73 34.62 wind 1.0 270 > th dose independent rect. 3 3
74 34.62 atmosphere 1010.0 30 < th dose independent rect. 9 3
76 34.62 humidity 50.0 4320 > th dose independent rect. 4 6
77 34.63 wind 7.0 270 < th dose independent rect. 6 6
79 34.63 temperature 10.0 270 > th dose dependent rect. 18 17
81 34.64 humidity 90.0 10 < th dose independent rect. 9 3
89 34.66 precipitation 0.1 270 < th dose independent rect. 10 23
90 34.66 precipitation 0.1 270 < th dose dependent rect. 10 23
94 34.67 temperature 10.0 10 > th dose dependent rect. 9 6
95 34.68 wind 1.0 30 > th dose independent rect. 2 7
97 34.69 humidity 50.0 270 > th dose independent rect. 6 21
98 34.69 wind 9.0 30 < th dose dependent rect. 9 6
108 34.73 temperature 20.0 30 > th dose independent rect. 9 19
110 34.75 wind 9.0 30 < th dose dependent rect. 9 4
111 34.75 atmosphere 1005.0 10 > th dose dependent rect. 3 6
112 34.75 temperature 30.0 270 < th dose dependent rect. 23 7
120 34.77 precipitation 0.1 270 < th dose independent rect. 9 1
123 34.77 precipitation 0.1 270 < th dose dependent rect. 9 1
131 34.78 temperature 20.0 10 > th dose independent rect. 9 6
136 34.79 wind 1.0 90 > th dose independent rect. 3 5
142 34.80 wind 1.0 270 > th dose independent rect. 1 6
146 34.80 atmosphere 1005.0 270 > th dose dependent rect. 2 4
150 34.81 humidity 70.0 270 > th dose independent rect. 15 11
151 34.81 precipitation 0.1 30 < th dose independent rect. 15 18
153 34.81 precipitation 0.1 30 < th dose dependent rect. 15 18
157 34.83 atmosphere 995.0 270 > th dose independent rect. 9 1
158 34.83 atmosphere 1015.0 270 < th dose independent rect. 9 1
161 34.83 temperature 15.0 270 > th dose independent rect. 6 6
163 34.83 temperature 10.0 270 > th dose independent rect. 10 23
166 34.84 humidity 50.0 270 > th dose independent rect. 9 1
171 34.84 precipitation 0.1 270 < th dose independent rect. 10 21
173 34.84 precipitation 0.1 270 < th dose dependent rect. 10 21
176 34.85 humidity 50.0 30 > th dose independent rect. 9 18
185 34.87 atmosphere 1010.0 30 < th dose independent rect. 9 6
201 34.90 humidity 50.0 270 > th dose independent rect. 16 10
210 34.91 temperature 10.0 10 > th dose independent rect. 9 6
212 34.91 atmosphere 995.0 10 > th dose independent rect. 9 6
214 34.91 precipitation 0.1 10 < th dose independent rect. 9 6
216 34.91 temperature 10.0 10 > th dose independent rect. 15 18
219 34.91 precipitation 0.1 10 < th dose dependent rect. 9 6
221 34.91 temperature 10.0 10 > th dose dependent rect. 9 18
226 34.92 wind 7.0 30 < th dose independent rect. 9 18
244 34.94 wind 9.0 10 < th dose independent rect. 15 18
246 34.94 radiation 40.0 10 < th dose independent rect. 15 18
252 34.95 temperature 10.0 1440 > th dose independent rect. 10 6
256 34.95 temperature 10.0 1440 > th dose independent rect. 16 18
261 34.95 atmosphere 1005.0 270 > th dose dependent rect. 3 2
274 34.97 humidity 50.0 270 > th dose independent rect. 7 14
275 34.97 radiation 10.0 30 < th dose dependent sin 13 NA
284 34.99 precipitation 0.1 270 < th dose independent rect. 7 3
288 34.99 radiation 20.0 270 < th dose independent rect. 16 10
291 34.99 atmosphere 995.0 10 > th dose independent rect. 9 18
292 34.99 radiation 40.0 10 < th dose independent rect. 12 21
293 34.99 precipitation 0.1 30 < th dose independent rect. 12 21
294 34.99 humidity 90.0 270 < th dose dependent rect. 9 1
295 34.99 precipitation 0.1 270 < th dose dependent rect. 7 3
299 34.99 precipitation 0.1 30 < th dose dependent rect. 12 21
303 35.00 temperature 10.0 1440 > th dose independent rect. 4 6
306 35.00 atmosphere 995.0 1440 > th dose independent rect. 4 6
307 35.00 atmosphere 1015.0 1440 < th dose independent rect. 4 6
308 35.00 wind 7.0 90 < th dose independent rect. 9 14
309 35.00 temperature 10.0 1440 > th dose independent rect. 10 18
314 35.00 wind 9.0 270 < th dose independent rect. 6 21
319 35.01 humidity 50.0 30 > th dose independent rect. 9 6
320 35.01 wind 9.0 270 < th dose independent rect. 16 10
335 35.02 humidity 50.0 270 > th dose independent rect. 7 3
336 35.02 atmosphere 995.0 270 > th dose independent rect. 7 3
337 35.02 atmosphere 1015.0 270 < th dose independent rect. 7 3
346 35.02 wind 1.0 30 > th dose independent rect. 9 6
350 35.02 temperature 10.0 270 > th dose independent rect. 10 21
359 35.03 humidity 50.0 270 > th dose independent rect. 7 12
360 35.03 temperature 20.0 10 > th dose independent rect. 22 15
363 35.03 radiation 40.0 270 < th dose dependent rect. 16 10
367 35.04 temperature 30.0 270 < th dose dependent rect. 3 2
376 35.05 temperature 30.0 270 < th dose independent rect. 6 20
401 35.06 temperature 30.0 270 < th dose dependent rect. 1 5
407 35.07 temperature 10.0 10 > th dose independent rect. 9 3
409 35.07 atmosphere 995.0 10 > th dose independent rect. 9 3
411 35.07 radiation 1.0 10 > th dose independent rect. 9 3
412 35.07 precipitation 0.1 10 < th dose independent rect. 9 3
416 35.07 precipitation 0.1 270 < th dose independent rect. 2 14
419 35.07 temperature 10.0 10 > th dose independent rect. 12 21
421 35.07 precipitation 0.1 10 < th dose dependent rect. 9 3
424 35.07 precipitation 0.1 270 < th dose dependent rect. 2 14
426 35.08 wind 1.0 270 > th dose independent rect. 9 1
431 35.08 radiation 1.0 10 > th dose independent rect. 9 6
471 35.11 humidity 70.0 90 > th dose independent rect. 18 10
475 35.11 radiation 1.0 30 > th dose independent rect. 15 18
476 35.11 wind 9.0 10 < th dose independent rect. 12 21
508 35.13 temperature 10.0 1440 > th dose independent rect. 6 4
511 35.13 atmosphere 995.0 1440 > th dose independent rect. 6 4
512 35.13 atmosphere 1015.0 1440 < th dose independent rect. 6 4
518 35.13 temperature 10.0 1440 > th dose independent rect. 10 20
521 35.13 radiation 10.0 270 < th dose dependent rect. 3 3
524 35.14 wind 1.0 30 > th dose independent rect. 9 3
530 35.14 temperature 10.0 270 > th dose independent rect. 16 10
531 35.14 radiation 40.0 270 < th dose independent rect. 16 10
532 35.14 temperature 10.0 270 > th dose independent rect. 2 14
533 35.14 atmosphere 1015.0 270 < th dose independent rect. 2 14
552 35.16 temperature 10.0 1440 > th dose independent rect. 10 3
555 35.16 atmosphere 995.0 1440 > th dose independent rect. 10 3
556 35.16 precipitation 0.1 270 < th dose independent rect. 3 3
563 35.16 temperature 30.0 270 < th dose independent rect. 7 18
564 35.16 temperature 10.0 1440 > th dose independent rect. 13 21
567 35.16 precipitation 0.1 270 < th dose dependent rect. 3 3
569 35.16 temperature 10.0 270 > th dose dependent rect. 17 9
589 35.18 temperature 20.0 10 > th dose independent rect. 18 19
600 35.19 wind 7.0 10 < th dose independent rect. 3 6
617 35.20 temperature 30.0 270 < th dose independent rect. 16 10
618 35.20 radiation 30.0 90 < th dose independent rect. 23 10
621 35.20 temperature 20.0 90 > th dose independent rect. 21 15
627 35.20 temperature 15.0 10 > th dose dependent rect. 21 15
629 35.21 wind 7.0 270 < th dose independent rect. 3 3
639 35.21 precipitation 0.1 30 < th dose independent rect. 3 6
653 35.21 precipitation 0.1 30 < th dose dependent rect. 3 6
668 35.22 atmosphere 1015.0 10 < th dose independent rect. 9 18
675 35.23 atmosphere 1010.0 270 < th dose independent rect. 3 3
700 35.24 temperature 10.0 270 > th dose independent rect. 3 3
702 35.24 temperature 30.0 270 < th dose independent rect. 3 3
703 35.24 humidity 50.0 270 > th dose independent rect. 3 3
706 35.24 atmosphere 995.0 270 > th dose independent rect. 3 3
708 35.24 radiation 10.0 270 < th dose independent rect. 3 3
732 35.24 temperature 10.0 270 > th dose independent rect. 6 21
746 35.24 humidity 90.0 10 < th dose dependent rect. 12 21
754 35.25 temperature 10.0 10 > th dose independent rect. 3 6
758 35.25 temperature 30.0 10 < th dose independent rect. 3 6
760 35.25 humidity 50.0 10 > th dose independent rect. 3 6
764 35.25 atmosphere 995.0 10 > th dose independent rect. 3 6
766 35.25 atmosphere 1015.0 10 < th dose independent rect. 3 6
777 35.25 atmosphere 995.0 90 > th dose independent rect. 8 15
778 35.25 temperature 10.0 10 > th dose independent rect. 9 18
780 35.25 precipitation 0.1 10 < th dose independent rect. 9 18
787 35.25 precipitation 0.1 10 < th dose dependent rect. 9 18
790 35.26 humidity 50.0 30 > th dose independent rect. 9 3
812 35.27 radiation 10.0 270 < th dose independent rect. 2 5
813 35.27 radiation 40.0 30 < th dose independent rect. 3 6
823 35.27 wind 9.0 270 < th dose independent rect. 11 20
857 35.29 temperature 30.0 90 < th dose independent rect. 23 10
887 35.30 precipitation 0.1 270 < th dose independent rect. 6 6
899 35.30 precipitation 0.1 270 < th dose dependent rect. 6 6
919 35.31 humidity 90.0 10 < th dose dependent rect. 9 3
929 35.32 radiation 1.0 30 < th dose independent sin 13 NA
990 35.33 atmosphere 995.0 270 > th dose independent rect. 11 20