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Os02g0582200

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 : 11.5 (0.0201) R2 : 0.518
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.08 (0.049) R2dC : 0.521 R2C : 0.518
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0141 (0.0423) R2dN8 : 0.000151 R2N8 : -0.00277
σ : 0.379
deviance : 65.68
__
_____
C
peak time of C : 22
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
40.21 0.298 11.4 0.612 1.04 -0.809 1.36 0.743 0.144 21.9 50.47 962 -- --
40.26 0.296 11.4 0.649 1.05 -0.494 1.36 -- 0.154 21.8 52.03 1009 -- --
46.91 0.319 11.4 0.572 1.03 -0.805 -- 0.213 0.141 21.8 49.62 916 -- --
46.92 0.319 11.4 0.573 1.03 -0.753 -- -- 0.141 21.8 49.49 909 -- --
81.7 0.421 11.4 0.877 -- -1.04 -- -1.1 0.132 -- 83 834 -- --
44.49 0.313 11.4 0.757 1.09 -- 1.45 -- 0.0947 22 -- -- -- --
52.71 0.34 11.4 0.702 1.08 -- -- -- 0.0922 21.9 -- -- -- --
81.89 0.421 11.4 0.566 -- -1.11 -- -- 0.0236 -- 75 895 -- --
54.97 0.345 11.4 -- 1.01 -1 -- -- 0.102 21.7 49 926 -- --
122.8 0.518 11.4 0.714 -- -- -- -- 0.0922 -- -- -- -- --
65.68 0.379 11.5 -- 1.08 -- -- -- 0.0141 22 -- -- -- --
90.79 0.444 11.4 -- -- -1.16 -- -- -0.0508 -- 74.95 891 -- --
136.24 0.545 11.4 -- -- -- -- -- 0.0131 -- -- -- -- --

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 35.26 wind 9.0 270 < th dose dependent rect. 22 8
2 35.29 wind 3.0 270 < th dose independent rect. 23 6
3 35.29 wind 7.0 270 < th dose dependent rect. 23 6
12 35.69 atmosphere 995.0 90 > th dose dependent rect. 6 7
14 35.79 radiation 40.0 270 < th dose independent rect. 5 6
20 36.00 temperature 10.0 270 > th dose dependent rect. 23 7
26 36.09 wind 5.0 30 < th dose dependent rect. 24 7
28 36.11 wind 9.0 270 < th dose dependent rect. 23 18
31 36.18 atmosphere 1015.0 270 < th dose independent rect. 5 18
33 36.23 temperature 30.0 90 < th dose independent rect. 6 7
36 36.25 wind 7.0 270 < th dose independent rect. 11 18
41 36.32 wind 7.0 270 < th dose independent rect. 23 18
47 36.38 wind 7.0 90 < th dose independent rect. 13 17
49 36.42 temperature 30.0 270 < th dose independent rect. 18 16
50 36.42 wind 9.0 270 < th dose dependent rect. 13 16
52 36.43 radiation 30.0 90 < th dose independent rect. 13 17
53 36.45 precipitation 0.1 270 < th dose independent rect. 23 6
54 36.45 precipitation 0.1 270 < th dose dependent rect. 23 6
56 36.47 atmosphere 1015.0 270 < th dose independent rect. 6 16
57 36.47 temperature 10.0 270 > th dose dependent rect. 24 17
61 36.51 temperature 10.0 270 > th dose independent rect. 23 6
63 36.51 temperature 30.0 270 < th dose independent rect. 23 6
64 36.51 humidity 50.0 270 > th dose independent rect. 23 6
67 36.51 atmosphere 995.0 270 > th dose independent rect. 23 6
68 36.51 radiation 1.0 270 < th dose independent rect. 23 6
73 36.51 temperature 10.0 270 > th dose independent rect. 5 18
75 36.51 radiation 20.0 270 < th dose dependent rect. 23 6
81 36.54 atmosphere 995.0 270 > th dose dependent rect. 23 6
83 36.55 wind 7.0 270 < th dose independent rect. 13 15
90 36.58 wind 9.0 270 < th dose dependent rect. 11 18
101 36.62 wind 3.0 10 < th dose independent rect. 24 7
107 36.66 wind 5.0 270 < th dose dependent rect. 1 2
110 36.68 temperature 15.0 90 > th dose independent rect. 13 17
115 36.69 precipitation 0.1 270 < th dose independent rect. 22 8
118 36.69 precipitation 0.1 270 < th dose dependent rect. 22 8
120 36.70 precipitation 0.1 90 < th dose independent rect. 13 17
121 36.70 humidity 50.0 270 > th dose dependent rect. 23 6
122 36.70 precipitation 0.1 90 < th dose dependent rect. 13 17
123 36.71 temperature 10.0 90 > th dose independent rect. 6 7
125 36.71 atmosphere 995.0 90 > th dose independent rect. 6 7
126 36.71 atmosphere 1015.0 90 < th dose independent rect. 6 7
127 36.71 precipitation 0.1 90 < th dose independent rect. 6 7
129 36.71 wind 9.0 270 < th dose independent rect. 5 18
130 36.71 precipitation 0.1 90 < th dose dependent rect. 6 7
135 36.73 wind 7.0 270 < th dose independent rect. 24 16
136 36.73 temperature 15.0 270 > th dose independent rect. 6 16
144 36.75 radiation 10.0 270 < th dose independent rect. 22 8
150 36.76 atmosphere 1005.0 10 > th dose independent rect. 24 6
151 36.76 humidity 60.0 10 > th dose independent rect. 6 7
153 36.76 temperature 10.0 270 > th dose independent rect. 22 8
154 36.76 temperature 30.0 270 < th dose independent rect. 22 8
155 36.76 humidity 50.0 270 > th dose independent rect. 22 8
158 36.76 atmosphere 995.0 270 > th dose independent rect. 22 8
164 36.76 radiation 30.0 270 < th dose dependent rect. 22 8
170 36.78 wind 7.0 270 < th dose independent rect. 10 8
171 36.78 radiation 40.0 270 < th dose independent rect. 18 16
173 36.78 precipitation 0.1 270 < th dose independent rect. 11 18
174 36.78 atmosphere 995.0 10 > th dose dependent rect. 6 9
176 36.78 precipitation 0.1 270 < th dose dependent rect. 11 18
194 36.82 wind 5.0 10 < th dose dependent rect. 24 9
212 36.84 atmosphere 1000.0 10 > th dose dependent rect. 24 6
220 36.85 radiation 40.0 10 < th dose dependent rect. 13 17
241 36.90 temperature 10.0 1440 > th dose independent rect. 7 7
244 36.90 atmosphere 995.0 1440 > th dose independent rect. 7 7
249 36.90 temperature 10.0 1440 > th dose independent rect. 14 17
256 36.91 atmosphere 1015.0 270 < th dose independent rect. 17 6
269 36.92 wind 1.0 10 > th dose independent rect. 6 7
271 36.93 humidity 50.0 270 > th dose independent rect. 17 6
275 36.94 wind 9.0 90 < th dose independent rect. 6 7
277 36.94 radiation 40.0 270 < th dose independent rect. 5 18
284 36.97 humidity 60.0 14400 > th dose independent rect. 1 6
287 36.97 wind 5.0 10 < th dose dependent rect. 2 4
295 36.98 temperature 15.0 270 > th dose independent rect. 11 18
297 36.98 temperature 10.0 10 > th dose dependent rect. 24 6
314 36.99 precipitation 0.1 270 < th dose independent rect. 13 15
319 36.99 precipitation 0.1 270 < th dose dependent rect. 13 15
332 37.02 wind 9.0 270 < th dose independent rect. 6 16
338 37.03 precipitation 0.1 270 < th dose independent rect. 23 18
342 37.03 precipitation 0.1 270 < th dose dependent rect. 23 18
343 37.04 precipitation 0.1 270 < th dose independent rect. 10 8
345 37.04 radiation 20.0 270 < th dose dependent rect. 17 6
347 37.04 precipitation 0.1 270 < th dose dependent rect. 10 8
349 37.05 radiation 10.0 270 < th dose independent rect. 17 6
358 37.06 atmosphere 1015.0 10 < th dose independent rect. 7 17
371 37.08 humidity 50.0 270 > th dose independent rect. 16 8
373 37.08 temperature 15.0 270 > th dose independent rect. 23 18
374 37.08 humidity 60.0 10 > th dose independent rect. 6 18
376 37.09 temperature 10.0 270 > th dose independent rect. 17 6
378 37.09 atmosphere 1015.0 270 < th dose independent rect. 23 6
387 37.09 temperature 30.0 270 < th dose dependent rect. 5 6
391 37.10 humidity 50.0 270 > th dose independent rect. 5 18
404 37.12 wind 9.0 270 < th dose independent rect. 17 6
413 37.13 atmosphere 1010.0 10 < th dose independent rect. 24 7
416 37.13 radiation 1.0 270 < th dose independent rect. 5 18
417 37.13 temperature 30.0 270 < th dose dependent rect. 6 3
422 37.14 radiation 10.0 30 < th dose independent rect. 24 7
423 37.14 radiation 1.0 90 > th dose independent rect. 5 8
431 37.14 temperature 15.0 270 > th dose independent rect. 18 16
435 37.14 humidity 60.0 10 > th dose independent rect. 6 20
443 37.16 temperature 10.0 270 > th dose independent rect. 10 8
444 37.16 atmosphere 1015.0 270 < th dose independent rect. 10 8
447 37.16 atmosphere 995.0 90 > th dose independent rect. 13 17
452 37.16 radiation 1.0 270 < th dose dependent rect. 5 18
456 37.17 radiation 10.0 30 < th dose dependent sin 4 NA
481 37.21 humidity 50.0 270 > th dose independent rect. 18 16
490 37.22 wind 9.0 270 < th dose independent rect. 18 16
492 37.22 atmosphere 995.0 270 > th dose independent rect. 23 18
494 37.23 radiation 20.0 270 < th dose independent rect. 6 3
511 37.25 atmosphere 1005.0 270 > th dose independent rect. 24 3
513 37.25 radiation 1.0 10 > th dose independent rect. 6 7
534 37.27 wind 3.0 10 < th dose independent rect. 24 9
536 37.27 atmosphere 995.0 270 > th dose independent rect. 18 16
541 37.27 wind 9.0 270 < th dose dependent rect. 11 7
572 37.30 precipitation 0.1 270 < th dose independent rect. 5 18
573 37.30 temperature 10.0 270 > th dose dependent rect. 1 2
576 37.30 precipitation 0.1 270 < th dose dependent rect. 5 18
599 37.33 humidity 50.0 10 > th dose dependent rect. 24 7
601 37.34 humidity 60.0 14400 > th dose independent rect. 3 4
606 37.34 wind 1.0 270 > th dose independent rect. 10 8
619 37.35 atmosphere 1015.0 270 < th dose independent rect. 24 17
658 37.39 atmosphere 1015.0 270 < th dose dependent rect. 18 5
677 37.42 radiation 40.0 10 < th dose dependent rect. 24 7
678 37.42 radiation 20.0 30 < th dose dependent rect. 24 7
710 37.45 atmosphere 995.0 270 > th dose independent rect. 17 6
756 37.48 atmosphere 995.0 270 > th dose independent rect. 11 18
757 37.48 temperature 30.0 270 < th dose dependent rect. 7 1
774 37.49 temperature 10.0 10 > th dose dependent rect. 2 4
779 37.49 radiation 10.0 30 < th dose dependent rect. 24 17
792 37.51 temperature 15.0 10 > th dose independent rect. 24 6
797 37.51 temperature 30.0 10 < th dose independent rect. 24 7
798 37.51 humidity 50.0 10 > th dose independent rect. 24 7
801 37.51 atmosphere 995.0 10 > th dose independent rect. 24 7
807 37.51 temperature 10.0 10 > th dose independent rect. 7 17
838 37.53 radiation 40.0 270 < th dose dependent rect. 6 3
845 37.54 atmosphere 1015.0 270 < th dose independent rect. 18 16
849 37.54 humidity 50.0 270 > th dose dependent rect. 1 2
862 37.55 wind 1.0 270 > th dose independent rect. 17 6
883 37.56 temperature 10.0 270 > th dose dependent rect. 18 5
898 37.58 atmosphere 1010.0 10 < th dose independent rect. 2 5
899 37.58 precipitation 0.1 10 < th dose independent rect. 24 6
907 37.58 precipitation 0.1 10 < th dose dependent rect. 24 6
920 37.59 radiation 10.0 30 < th dose dependent rect. 2 15
932 37.60 atmosphere 995.0 270 > th dose dependent rect. 1 2
933 37.60 humidity 50.0 270 > th dose dependent rect. 17 6
996 37.63 radiation 1.0 270 < th dose dependent sin 21 NA