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Os01g0704400

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 : 11.8 (0.0208) R2 : 0.0714
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.26 (0.0438) R2dN8 : 0.0922 R2N8 : 0.0714
σ : 0.392
deviance : 70.52
__
_____
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 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
48.02 0.326 11.9 -0.921 0.461 0.526 -0.0617 -8.05 0.175 17.5 29.36 23 -- --
48.8 0.328 11.8 -0.59 0.459 -0.604 -0.174 -- 0.188 17.4 31.47 54 -- --
48.02 0.323 11.9 -0.919 0.462 0.511 -- -7.92 0.174 17.5 29.33 22 -- --
48.87 0.328 11.8 -0.59 0.457 -0.626 -- -- 0.188 17.5 31.64 47 -- --
58.03 0.357 11.9 -0.939 -- 0.655 -- -6.52 0.154 -- 29.01 19 -- --
50.93 0.335 11.8 -0.613 0.42 -- -0.246 -- 0.201 17.5 -- -- -- --
51.05 0.335 11.8 -0.613 0.419 -- -- -- 0.2 17.7 -- -- -- --
57.42 0.353 11.8 -0.673 -- 0.36 -- -- 0.128 -- 20.74 390 -- --
57.97 0.357 11.8 -- 0.478 -0.69 -- -- 0.249 17.4 31.24 41 -- --
60.18 0.363 11.8 -0.626 -- -- -- -- 0.19 -- -- -- -- --
60.94 0.365 11.8 -- 0.429 -- -- -- 0.268 17.6 -- -- -- --
69.24 0.389 11.8 -- -- -0.508 -- -- 0.249 -- 32.15 15 -- --
70.52 0.392 11.8 -- -- -- -- -- 0.26 -- -- -- -- --

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 44.96 temperature 20.0 90 > th dose independent rect. 9 16
10 45.58 temperature 10.0 90 > th dose dependent rect. 9 16
12 45.65 temperature 10.0 270 > th dose dependent rect. 7 17
13 45.69 temperature 10.0 10 > th dose dependent rect. 9 17
15 45.74 atmosphere 1010.0 270 < th dose independent rect. 16 9
21 45.82 humidity 90.0 270 < th dose independent rect. 7 4
26 45.94 humidity 90.0 270 < th dose independent rect. 9 1
27 45.94 atmosphere 1010.0 90 < th dose independent rect. 9 16
31 45.99 atmosphere 1010.0 270 < th dose independent rect. 7 17
32 46.00 temperature 20.0 270 > th dose independent rect. 8 3
34 46.03 temperature 10.0 270 > th dose dependent rect. 1 6
46 46.14 temperature 10.0 270 > th dose dependent rect. 7 5
47 46.16 temperature 10.0 270 > th dose dependent rect. 8 3
50 46.19 temperature 20.0 270 > th dose independent rect. 7 5
51 46.19 wind 1.0 90 > th dose independent rect. 9 17
52 46.20 temperature 30.0 270 < th dose independent rect. 7 4
56 46.21 radiation 1.0 270 > th dose independent rect. 7 4
59 46.23 temperature 30.0 270 < th dose independent rect. 7 6
66 46.26 humidity 80.0 270 > th dose independent rect. 1 6
76 46.31 atmosphere 995.0 270 > th dose dependent rect. 24 7
77 46.32 wind 1.0 10 > th dose independent rect. 9 17
79 46.33 temperature 30.0 270 < th dose independent rect. 11 23
83 46.37 wind 1.0 270 > th dose independent rect. 7 17
86 46.38 wind 1.0 270 > th dose independent rect. 24 7
88 46.38 humidity 80.0 4320 < th dose dependent rect. 1 4
96 46.41 wind 7.0 270 < th dose independent rect. 7 4
104 46.43 temperature 20.0 10 > th dose independent rect. 9 6
108 46.43 humidity 80.0 4320 < th dose dependent rect. 2 2
109 46.44 wind 1.0 270 > th dose independent rect. 7 4
116 46.44 radiation 30.0 270 < th dose dependent rect. 1 6
125 46.46 radiation 10.0 270 < th dose independent rect. 1 6
131 46.48 atmosphere 1015.0 10 < th dose independent rect. 9 17
133 46.49 atmosphere 1000.0 270 > th dose independent rect. 7 4
135 46.49 wind 9.0 270 < th dose independent rect. 11 20
139 46.50 atmosphere 995.0 90 > th dose independent rect. 9 16
140 46.50 humidity 50.0 30 > th dose independent rect. 9 17
142 46.50 temperature 10.0 10 > th dose dependent rect. 2 7
149 46.52 precipitation 0.1 270 < th dose independent rect. 7 4
151 46.52 radiation 1.0 270 > th dose independent rect. 4 8
161 46.52 precipitation 0.1 270 < th dose dependent rect. 7 4
164 46.53 wind 9.0 270 < th dose independent rect. 1 6
165 46.53 temperature 10.0 270 > th dose independent rect. 1 6
167 46.53 temperature 30.0 270 < th dose independent rect. 1 6
168 46.53 humidity 50.0 270 > th dose independent rect. 1 6
170 46.53 atmosphere 995.0 270 > th dose independent rect. 1 6
171 46.53 atmosphere 1015.0 270 < th dose independent rect. 1 6
177 46.53 temperature 30.0 270 < th dose independent rect. 11 10
178 46.53 temperature 10.0 270 > th dose independent rect. 7 18
182 46.54 temperature 30.0 270 < th dose independent rect. 21 14
183 46.54 precipitation 0.1 270 < th dose independent rect. 11 20
188 46.54 precipitation 0.1 270 < th dose dependent rect. 11 20
189 46.55 wind 1.0 10 > th dose independent rect. 9 6
199 46.55 humidity 90.0 10 < th dose independent rect. 7 8
211 46.56 atmosphere 1015.0 270 < th dose independent rect. 7 4
215 46.56 atmosphere 995.0 270 > th dose independent rect. 7 17
218 46.56 temperature 10.0 270 > th dose independent rect. 11 20
222 46.57 humidity 50.0 270 > th dose independent rect. 7 4
228 46.57 precipitation 0.1 270 < th dose independent rect. 7 17
229 46.57 radiation 40.0 10 < th dose independent rect. 15 18
230 46.57 temperature 10.0 10 > th dose dependent rect. 9 6
231 46.57 precipitation 0.1 270 < th dose dependent rect. 7 17
232 46.58 precipitation 0.1 270 < th dose independent rect. 1 6
236 46.58 precipitation 0.1 270 < th dose dependent rect. 1 6
251 46.59 temperature 10.0 270 > th dose dependent rect. 17 8
263 46.62 temperature 30.0 270 < th dose independent rect. 9 1
268 46.62 humidity 90.0 10 < th dose independent rect. 9 6
274 46.63 atmosphere 995.0 10 > th dose independent rect. 9 17
283 46.64 radiation 20.0 10 < th dose independent rect. 2 7
285 46.64 wind 9.0 10 < th dose independent rect. 15 18
299 46.66 temperature 10.0 10 > th dose independent rect. 9 6
301 46.66 atmosphere 995.0 10 > th dose independent rect. 9 6
302 46.66 atmosphere 1015.0 10 < th dose independent rect. 9 6
303 46.66 precipitation 0.1 10 < th dose independent rect. 9 6
308 46.66 temperature 10.0 10 > th dose independent rect. 15 18
309 46.66 precipitation 0.1 30 < th dose independent rect. 15 18
312 46.66 precipitation 0.1 10 < th dose dependent rect. 9 6
314 46.66 precipitation 0.1 30 < th dose dependent rect. 15 18
324 46.67 temperature 10.0 90 > th dose independent rect. 9 16
339 46.69 wind 9.0 10 < th dose independent rect. 9 6
348 46.69 radiation 40.0 10 < th dose independent rect. 2 7
371 46.70 humidity 80.0 4320 < th dose independent rect. 1 4
372 46.70 humidity 50.0 30 > th dose independent rect. 9 6
385 46.70 temperature 10.0 270 > th dose dependent rect. 20 16
387 46.71 temperature 10.0 1440 > th dose independent rect. 10 6
395 46.71 temperature 10.0 1440 > th dose independent rect. 16 18
405 46.72 precipitation 0.1 90 < th dose independent rect. 9 16
406 46.72 wind 9.0 270 < th dose independent rect. 7 18
409 46.72 wind 1.0 270 > th dose independent rect. 12 19
417 46.72 precipitation 0.1 90 < th dose dependent rect. 9 16
431 46.74 humidity 80.0 4320 > th dose independent rect. 1 4
436 46.74 wind 1.0 90 > th dose independent rect. 14 18
437 46.74 radiation 40.0 10 < th dose dependent rect. 2 7
439 46.75 wind 7.0 270 < th dose independent rect. 9 1
440 46.75 radiation 1.0 270 > th dose independent rect. 9 1
454 46.76 temperature 20.0 10 > th dose independent rect. 9 4
461 46.76 temperature 10.0 10 > th dose dependent rect. 9 4
475 46.77 wind 9.0 270 < th dose independent rect. 2 14
478 46.77 atmosphere 995.0 270 > th dose independent rect. 11 20
494 46.79 wind 9.0 10 < th dose independent rect. 2 7
495 46.79 temperature 10.0 10 > th dose independent rect. 2 7
497 46.79 temperature 30.0 10 < th dose independent rect. 2 7
498 46.79 humidity 50.0 10 > th dose independent rect. 2 7
501 46.79 atmosphere 995.0 10 > th dose independent rect. 2 7
502 46.79 atmosphere 1015.0 10 < th dose independent rect. 2 7
505 46.79 temperature 10.0 10 > th dose independent rect. 9 17
512 46.80 radiation 1.0 270 > th dose independent sin 4 NA
513 46.80 atmosphere 1000.0 270 > th dose independent rect. 9 1
524 46.80 humidity 50.0 4320 > th dose independent rect. 3 7
529 46.80 humidity 50.0 270 > th dose independent rect. 12 9
533 46.80 precipitation 0.1 10 < th dose independent rect. 9 17
538 46.80 precipitation 0.1 10 < th dose dependent rect. 9 17
545 46.81 wind 9.0 270 < th dose independent rect. 16 10
570 46.82 temperature 20.0 270 > th dose dependent rect. 20 4
590 46.83 humidity 50.0 270 > th dose independent rect. 7 17
603 46.84 radiation 1.0 30 > th dose independent rect. 9 6
609 46.84 precipitation 0.1 10 < th dose independent rect. 2 7
610 46.84 wind 9.0 90 < th dose independent rect. 9 16
613 46.84 precipitation 0.1 10 < th dose dependent rect. 2 7
623 46.85 radiation 30.0 270 < th dose independent rect. 16 10
632 46.86 radiation 1.0 270 < th dose independent sin 5 NA
651 46.86 radiation 40.0 90 < th dose independent rect. 13 19
677 46.88 wind 1.0 270 > th dose independent rect. 9 1
686 46.88 temperature 10.0 270 > th dose independent rect. 16 10
688 46.88 temperature 10.0 270 > th dose independent rect. 2 14
689 46.88 atmosphere 1015.0 270 < th dose independent rect. 2 14
715 46.89 atmosphere 995.0 10 > th dose independent rect. 15 18
733 46.90 precipitation 0.1 270 < th dose independent rect. 11 10
734 46.90 precipitation 0.1 270 < th dose independent rect. 21 14
738 46.90 precipitation 0.1 270 < th dose dependent rect. 11 10
739 46.90 precipitation 0.1 270 < th dose dependent rect. 21 14
743 46.91 precipitation 0.1 270 < th dose independent rect. 9 1
748 46.91 temperature 20.0 30 > th dose independent rect. 18 8
759 46.91 precipitation 0.1 270 < th dose dependent rect. 9 1
809 46.94 radiation 10.0 270 < th dose dependent sin 7 NA
812 46.94 radiation 40.0 90 < th dose dependent rect. 14 18
817 46.95 humidity 80.0 4320 > th dose independent rect. 1 6
819 46.95 wind 9.0 270 < th dose independent rect. 11 10
820 46.95 wind 9.0 270 < th dose independent rect. 21 14
824 46.95 humidity 50.0 270 > th dose independent rect. 12 19
825 46.95 temperature 10.0 270 > th dose independent rect. 10 23
830 46.96 humidity 50.0 270 > th dose independent rect. 9 1
835 46.96 temperature 10.0 1440 > th dose independent rect. 3 7
838 46.96 atmosphere 995.0 1440 > th dose independent rect. 3 7
844 46.96 temperature 10.0 1440 > th dose independent rect. 10 17
860 46.97 humidity 50.0 270 > th dose independent rect. 21 14
874 46.97 atmosphere 1015.0 270 < th dose dependent rect. 12 8
877 46.98 humidity 80.0 4320 < th dose independent rect. 1 6
892 46.98 temperature 10.0 270 > th dose independent rect. 11 10
893 46.98 temperature 10.0 270 > th dose independent rect. 21 14
894 46.98 atmosphere 995.0 270 > th dose independent rect. 21 14
904 46.98 radiation 40.0 10 < th dose dependent rect. 14 19
940 47.00 temperature 30.0 270 < th dose independent rect. 13 7
945 47.00 wind 1.0 270 > th dose independent rect. 11 10
946 47.00 temperature 20.0 10 > th dose independent rect. 23 14
989 47.01 wind 9.0 270 < th dose dependent rect. 1 6
990 47.01 atmosphere 995.0 10 > th dose dependent rect. 2 7