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Os02g0210600

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 : 6.33 (0.0301) R2 : 0.703
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.59 (0.0786) R2dC : 0.707 R2C : 0.703
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00672 (0.0632) R2dN8 : 9.49e-06 R2N8 : -0.00365
σ : 0.566
deviance : 146.62
__
_____
C
peak time of C : 18.4
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 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
124.36 0.524 6.3 0.58 2.84 0.735 0.0637 -0.722 0.216 18.2 90.79 75 -- --
125.27 0.521 6.29 0.556 2.85 0.699 0.303 -- 0.206 18.1 90.58 72 -- --
124.36 0.519 6.3 0.577 2.84 0.733 -- -0.736 0.215 18.2 90.8 77 -- --
125.48 0.522 6.29 0.555 2.84 0.68 -- -- 0.205 18.1 90.43 72 -- --
280.93 0.781 6.35 0.438 -- -2.51 -- 1.12 -0.164 -- 67.18 456 -- --
136.39 0.548 6.32 0.623 2.59 -- 0.00738 -- 0.0761 18.4 -- -- -- --
136.39 0.547 6.32 0.623 2.59 -- -- -- 0.0761 18.4 -- -- -- --
274.06 0.771 6.3 0.622 -- -2.44 -- -- -0.133 -- 65.48 464 -- --
133.25 0.538 6.3 -- 2.86 0.763 -- -- 0.174 18.1 90.17 51 -- --
485.97 1.03 6.27 0.556 -- -- -- -- 0.0212 -- -- -- -- --
146.62 0.566 6.33 -- 2.59 -- -- -- 0.00672 18.4 -- -- -- --
284.14 0.785 6.32 -- -- -2.44 -- -- -0.196 -- 65 469 -- --
494.13 1.04 6.28 -- -- -- -- -- -0.0405 -- -- -- -- --

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
1 115.01 humidity 70.0 90 > th dose independent rect. 6 5
2 115.83 radiation 40.0 90 < th dose independent rect. 6 5
4 116.92 radiation 40.0 90 < th dose independent rect. 6 17
5 117.08 radiation 20.0 270 < th dose independent rect. 5 4
6 117.19 temperature 25.0 90 < th dose independent rect. 23 7
7 117.37 temperature 30.0 90 < th dose independent rect. 6 5
9 117.73 radiation 40.0 270 < th dose dependent rect. 5 5
11 117.90 humidity 90.0 90 < th dose independent rect. 2 7
14 118.02 wind 7.0 270 < th dose independent rect. 9 20
17 118.15 temperature 30.0 90 < th dose independent rect. 6 15
19 118.28 humidity 50.0 90 > th dose dependent rect. 6 5
22 118.31 wind 7.0 270 < th dose independent rect. 8 22
23 118.32 radiation 30.0 270 < th dose independent rect. 4 6
26 118.39 humidity 50.0 10 > th dose dependent rect. 6 6
28 118.52 wind 7.0 90 < th dose independent rect. 11 19
31 118.57 temperature 30.0 10 < th dose independent rect. 6 16
34 118.70 humidity 60.0 90 > th dose dependent rect. 22 8
36 118.74 temperature 30.0 10 < th dose independent rect. 6 6
42 118.96 atmosphere 1005.0 30 > th dose dependent rect. 2 7
48 119.14 humidity 70.0 90 > th dose independent rect. 6 9
58 119.27 atmosphere 1005.0 30 > th dose dependent rect. 24 9
61 119.33 humidity 90.0 90 > th dose independent rect. 23 8
66 119.43 humidity 90.0 90 > th dose dependent rect. 23 8
73 119.53 temperature 15.0 1440 > th dose independent rect. 7 6
76 119.54 temperature 15.0 1440 > th dose independent rect. 7 16
88 119.80 radiation 40.0 90 < th dose independent rect. 6 21
89 119.81 temperature 15.0 1440 > th dose independent rect. 7 4
96 119.87 radiation 40.0 90 < th dose independent rect. 6 19
98 119.91 humidity 70.0 90 > th dose independent rect. 6 11
102 119.94 temperature 30.0 10 < th dose independent rect. 6 8
104 119.94 temperature 30.0 30 < th dose dependent rect. 22 8
131 120.25 humidity 70.0 90 > th dose independent rect. 6 15
133 120.26 temperature 15.0 270 > th dose independent rect. 8 22
142 120.34 radiation 40.0 270 < th dose independent rect. 3 22
144 120.37 temperature 30.0 270 < th dose independent rect. 4 6
150 120.41 temperature 20.0 90 > th dose independent rect. 6 5
152 120.42 radiation 30.0 1440 < th dose independent rect. 23 8
162 120.46 temperature 10.0 90 > th dose independent rect. 6 5
163 120.46 atmosphere 995.0 90 > th dose independent rect. 6 5
164 120.46 atmosphere 1015.0 90 < th dose independent rect. 6 5
165 120.46 temperature 10.0 90 > th dose independent rect. 11 19
166 120.46 precipitation 0.1 270 < th dose independent rect. 9 20
168 120.46 precipitation 0.1 270 < th dose dependent rect. 9 20
170 120.48 atmosphere 1005.0 10 > th dose independent rect. 2 7
172 120.48 temperature 15.0 270 > th dose independent rect. 17 16
179 120.52 precipitation 0.1 90 < th dose independent rect. 6 5
180 120.52 precipitation 0.1 90 < th dose dependent rect. 6 5
184 120.56 humidity 90.0 90 < th dose independent rect. 17 16
190 120.65 wind 9.0 90 < th dose independent rect. 6 5
193 120.67 precipitation 0.1 10 < th dose independent rect. 6 16
194 120.67 precipitation 0.1 10 < th dose dependent rect. 6 16
197 120.69 radiation 10.0 90 < th dose independent rect. 22 8
198 120.69 wind 7.0 10 < th dose independent rect. 12 18
201 120.70 wind 1.0 90 > th dose independent rect. 6 5
202 120.70 precipitation 0.1 90 < th dose independent rect. 11 19
203 120.70 precipitation 0.1 90 < th dose dependent rect. 11 19
205 120.71 temperature 20.0 30 > th dose independent rect. 6 21
225 120.84 wind 7.0 270 < th dose independent rect. 9 8
233 120.87 wind 9.0 10 < th dose independent rect. 22 8
234 120.87 temperature 10.0 10 > th dose independent rect. 22 8
235 120.87 temperature 30.0 10 < th dose independent rect. 22 8
236 120.87 humidity 50.0 10 > th dose independent rect. 22 8
239 120.87 atmosphere 995.0 10 > th dose independent rect. 22 8
240 120.87 radiation 20.0 10 < th dose independent rect. 22 8
243 120.87 temperature 10.0 10 > th dose independent rect. 6 16
245 120.87 atmosphere 1015.0 10 < th dose independent rect. 6 16
246 120.88 humidity 70.0 90 > th dose independent rect. 6 13
250 120.89 temperature 10.0 270 > th dose dependent rect. 8 8
260 120.90 temperature 10.0 270 > th dose independent rect. 9 20
261 120.91 wind 9.0 90 < th dose independent rect. 22 8
262 120.91 temperature 10.0 90 > th dose independent rect. 22 8
264 120.91 humidity 50.0 90 > th dose independent rect. 22 8
267 120.91 atmosphere 995.0 90 > th dose independent rect. 22 8
273 120.91 temperature 10.0 90 > th dose independent rect. 6 16
274 120.91 atmosphere 1015.0 90 < th dose independent rect. 6 16
300 120.98 temperature 10.0 270 > th dose dependent rect. 9 6
308 121.01 radiation 40.0 90 < th dose dependent rect. 22 8
317 121.06 temperature 10.0 1440 > th dose independent rect. 23 8
320 121.06 temperature 30.0 1440 < th dose independent rect. 23 8
324 121.06 humidity 50.0 1440 > th dose independent rect. 23 8
329 121.06 atmosphere 995.0 1440 > th dose independent rect. 23 8
338 121.08 wind 1.0 270 > th dose independent rect. 6 2
343 121.10 temperature 30.0 10 < th dose independent rect. 6 4
352 121.12 precipitation 0.1 90 < th dose independent rect. 22 8
353 121.12 precipitation 0.1 90 < th dose dependent rect. 22 8
363 121.16 precipitation 0.1 270 < th dose independent rect. 8 22
364 121.16 precipitation 0.1 270 < th dose dependent rect. 8 22
365 121.17 wind 7.0 270 < th dose independent rect. 6 2
368 121.18 temperature 10.0 270 > th dose independent rect. 6 2
370 121.18 temperature 30.0 270 < th dose independent rect. 6 2
371 121.18 humidity 50.0 270 > th dose independent rect. 6 2
373 121.18 atmosphere 995.0 270 > th dose independent rect. 6 2
374 121.18 atmosphere 1015.0 270 < th dose independent rect. 6 2
380 121.20 radiation 20.0 270 < th dose independent rect. 15 18
392 121.25 precipitation 0.1 270 < th dose independent rect. 6 2
394 121.25 precipitation 0.1 270 < th dose dependent rect. 6 2
404 121.31 humidity 90.0 90 > th dose independent rect. 23 12
422 121.33 humidity 90.0 90 > th dose dependent rect. 23 18
436 121.39 temperature 10.0 270 > th dose dependent rect. 5 3
472 121.52 wind 9.0 30 < th dose independent rect. 6 16
478 121.55 wind 9.0 90 < th dose dependent rect. 6 5
484 121.57 wind 1.0 270 > th dose independent rect. 4 5
535 121.72 radiation 40.0 270 < th dose dependent rect. 5 13
539 121.73 temperature 20.0 30 > th dose independent rect. 6 19
543 121.74 temperature 20.0 10 > th dose independent rect. 6 6
557 121.77 atmosphere 995.0 10 > th dose independent rect. 6 16
600 121.86 humidity 90.0 90 > th dose dependent sin 8 NA
608 121.88 humidity 90.0 10 < th dose dependent rect. 6 3
612 121.89 radiation 1.0 10 > th dose dependent rect. 6 3
616 121.90 temperature 30.0 10 < th dose independent rect. 6 12
638 121.93 temperature 10.0 10 > th dose independent rect. 6 6
640 121.93 atmosphere 995.0 10 > th dose independent rect. 6 6
641 121.93 atmosphere 1015.0 10 < th dose independent rect. 6 6
642 121.93 temperature 10.0 10 > th dose independent rect. 12 18
653 121.96 temperature 15.0 1440 > th dose independent rect. 7 14
660 122.01 wind 9.0 10 < th dose independent rect. 6 6
670 122.04 humidity 90.0 10 < th dose dependent rect. 3 6
672 122.06 precipitation 0.1 10 < th dose independent rect. 6 6
675 122.06 precipitation 0.1 10 < th dose dependent rect. 6 6
691 122.09 wind 9.0 90 < th dose dependent rect. 22 8
710 122.13 radiation 10.0 90 < th dose dependent sin 9 NA
712 122.14 radiation 1.0 270 < th dose dependent sin 11 NA
720 122.16 atmosphere 1005.0 30 > th dose independent rect. 24 9
727 122.17 humidity 90.0 90 < th dose independent rect. 6 3
734 122.18 radiation 1.0 270 < th dose dependent rect. 20 11
741 122.20 humidity 90.0 720 > th dose independent rect. 23 2
743 122.20 radiation 1.0 270 > th dose independent rect. 4 4
747 122.20 wind 9.0 1440 < th dose independent rect. 23 8
760 122.22 atmosphere 995.0 90 > th dose independent rect. 11 19
762 122.24 atmosphere 1010.0 270 < th dose independent rect. 14 10
781 122.31 radiation 1.0 90 > th dose independent rect. 6 5
834 122.42 humidity 90.0 90 > th dose independent sin 8 NA
879 122.54 wind 1.0 10 > th dose independent rect. 6 6
910 122.60 temperature 30.0 90 < th dose dependent rect. 6 15
916 122.61 temperature 25.0 270 > th dose dependent rect. 10 3
923 122.64 temperature 30.0 10 < th dose independent rect. 6 10
925 122.64 atmosphere 995.0 30 > th dose dependent rect. 22 8
976 122.72 radiation 40.0 10 < th dose dependent rect. 6 6
990 122.75 wind 9.0 270 < th dose dependent rect. 9 6