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Os02g0168900

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 : 11.3 (0.023) R2 : 0.0112
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.11 (0.0484) R2dN8 : 0.0144 R2N8 : 0.0112
σ : 0.433
deviance : 86.03
__
_____
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 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
54.72 0.348 11.3 0.583 0.592 -0.485 -0.164 -0.812 0.159 18.7 77.98 3360 -- --
55.58 0.347 11.3 0.613 0.605 -0.56 -0.29 -- 0.164 18.6 78.45 3355 -- --
54.78 0.345 11.3 0.583 0.592 -0.481 -- -0.86 0.159 18.6 78 3375 -- --
55.8 0.348 11.3 0.623 0.603 -0.564 -- -- 0.167 18.6 78.71 3354 -- --
70.39 0.391 11.2 0.598 -- -0.47 -- -0.838 0.223 -- 77.61 4142 -- --
62.06 0.369 11.2 0.575 0.543 -- -0.257 -- 0.184 18.6 -- -- -- --
62.23 0.369 11.2 0.58 0.543 -- -- -- 0.184 18.6 -- -- -- --
70.75 0.392 11.2 0.633 -- -0.539 -- -- 0.173 -- 82.37 2767 -- --
57.37 0.353 11.3 -- 0.666 -0.611 -- -- 0.128 18.9 66.97 27000 -- --
77.57 0.412 11.2 0.566 -- -- -- -- 0.173 -- -- -- -- --
71.08 0.394 11.3 -- 0.535 -- -- -- 0.119 18.6 -- -- -- --
69.04 0.387 11.3 -- -- -0.931 -- -- 0.0348 -- 67.11 27111 -- --
86.03 0.433 11.3 -- -- -- -- -- 0.11 -- -- -- -- --

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 44.78 temperature 10.0 270 > th dose dependent rect. 20 16
3 45.17 temperature 10.0 10 > th dose dependent rect. 9 18
8 45.68 temperature 15.0 90 > th dose independent rect. 9 18
12 46.09 temperature 10.0 10 > th dose dependent rect. 9 7
14 46.22 temperature 10.0 30 > th dose dependent rect. 9 5
25 46.69 temperature 15.0 270 > th dose independent rect. 6 21
26 46.70 temperature 10.0 270 > th dose dependent rect. 7 6
28 46.72 temperature 15.0 270 > th dose independent rect. 7 19
29 46.73 temperature 15.0 270 > th dose independent rect. 18 9
38 46.92 temperature 10.0 43200 > th dose independent rect. 10 6
41 46.98 atmosphere 995.0 10 > th dose independent rect. 9 7
48 47.04 wind 5.0 90 < th dose independent rect. 3 6
49 47.12 temperature 10.0 270 > th dose dependent rect. 19 8
51 47.17 temperature 20.0 10 > th dose independent rect. 9 7
56 47.21 wind 9.0 10 < th dose independent rect. 9 7
57 47.22 temperature 20.0 270 > th dose independent rect. 20 16
58 47.23 temperature 20.0 270 > th dose independent rect. 19 18
64 47.26 temperature 10.0 270 > th dose dependent rect. 9 1
65 47.28 precipitation 0.1 90 < th dose independent rect. 3 6
66 47.28 precipitation 0.1 90 < th dose dependent rect. 3 6
68 47.29 precipitation 0.1 10 < th dose independent rect. 16 17
70 47.29 precipitation 0.1 10 < th dose dependent rect. 16 17
72 47.33 temperature 20.0 90 > th dose independent rect. 9 6
74 47.35 temperature 10.0 10 > th dose independent rect. 9 7
76 47.35 atmosphere 1015.0 10 < th dose independent rect. 9 7
77 47.35 precipitation 0.1 10 < th dose independent rect. 9 7
78 47.35 temperature 10.0 10 > th dose independent rect. 16 17
79 47.35 precipitation 0.1 10 < th dose dependent rect. 9 7
80 47.36 wind 9.0 10 < th dose independent rect. 16 17
82 47.37 radiation 1.0 10 > th dose independent rect. 9 7
87 47.41 wind 5.0 270 < th dose independent rect. 3 3
88 47.41 temperature 30.0 90 < th dose independent rect. 3 6
92 47.49 atmosphere 995.0 270 > th dose independent rect. 18 9
93 47.49 wind 9.0 90 < th dose independent rect. 9 18
98 47.52 precipitation 0.1 270 < th dose independent rect. 3 15
99 47.52 precipitation 0.1 270 < th dose dependent rect. 3 15
101 47.55 radiation 1.0 270 < th dose independent rect. 18 9
102 47.55 atmosphere 995.0 90 > th dose independent rect. 9 18
112 47.62 radiation 10.0 270 < th dose dependent rect. 18 9
113 47.64 precipitation 0.1 270 < th dose independent rect. 14 17
115 47.64 precipitation 0.1 270 < th dose dependent rect. 14 17
116 47.65 humidity 60.0 90 > th dose independent rect. 3 6
124 47.66 precipitation 0.1 270 < th dose independent rect. 3 3
128 47.66 precipitation 0.1 270 < th dose dependent rect. 3 3
131 47.67 temperature 15.0 270 > th dose independent rect. 7 7
133 47.67 humidity 50.0 270 > th dose independent rect. 18 9
137 47.67 temperature 10.0 270 > th dose independent rect. 3 15
138 47.67 atmosphere 1015.0 270 < th dose independent rect. 3 15
142 47.68 humidity 50.0 10 > th dose independent rect. 16 17
146 47.70 temperature 10.0 90 > th dose independent rect. 3 6
149 47.70 atmosphere 995.0 90 > th dose independent rect. 3 6
150 47.70 atmosphere 1015.0 90 < th dose independent rect. 3 6
155 47.72 wind 9.0 270 < th dose independent rect. 18 9
158 47.73 precipitation 0.1 90 < th dose independent rect. 9 18
159 47.73 precipitation 0.1 90 < th dose dependent rect. 9 18
164 47.76 radiation 40.0 90 < th dose independent rect. 3 6
171 47.81 temperature 30.0 270 < th dose independent rect. 18 9
187 47.98 atmosphere 1015.0 90 < th dose independent rect. 9 18
193 48.02 temperature 10.0 1440 > th dose independent rect. 10 7
196 48.02 wind 9.0 270 < th dose independent rect. 3 15
198 48.02 temperature 10.0 1440 > th dose independent rect. 17 17
203 48.03 wind 9.0 270 < th dose independent rect. 7 7
220 48.11 precipitation 0.1 270 < th dose independent rect. 7 7
221 48.11 wind 9.0 270 < th dose independent rect. 14 17
222 48.11 precipitation 0.1 270 < th dose dependent rect. 7 7
228 48.16 precipitation 0.1 270 < th dose independent rect. 1 7
229 48.16 radiation 40.0 30 < th dose independent rect. 16 17
231 48.16 precipitation 0.1 270 < th dose dependent rect. 1 7
234 48.17 atmosphere 995.0 270 > th dose independent rect. 7 7
235 48.17 atmosphere 1015.0 270 < th dose independent rect. 7 7
236 48.17 temperature 10.0 270 > th dose independent rect. 14 17
237 48.17 atmosphere 1000.0 90 > th dose dependent rect. 3 6
239 48.18 atmosphere 995.0 10 > th dose independent rect. 16 17
243 48.21 humidity 90.0 90 < th dose independent rect. 9 6
257 48.29 humidity 90.0 10 < th dose independent rect. 9 7
259 48.30 temperature 10.0 270 > th dose independent rect. 3 3
261 48.30 temperature 30.0 270 < th dose independent rect. 3 3
262 48.30 humidity 50.0 270 > th dose independent rect. 3 3
265 48.30 atmosphere 995.0 270 > th dose independent rect. 3 3
266 48.30 atmosphere 1015.0 270 < th dose independent rect. 3 3
267 48.30 radiation 20.0 270 < th dose independent rect. 3 3
275 48.31 wind 1.0 270 > th dose independent rect. 13 18
277 48.34 wind 7.0 270 < th dose independent rect. 1 7
282 48.36 humidity 50.0 270 > th dose independent rect. 7 7
288 48.37 wind 9.0 270 < th dose dependent rect. 7 7
293 48.38 wind 9.0 270 < th dose independent rect. 6 21
300 48.41 radiation 1.0 270 > th dose independent rect. 7 7
301 48.41 wind 9.0 90 < th dose dependent rect. 3 6
303 48.42 temperature 20.0 270 > th dose independent rect. 9 1
307 48.42 atmosphere 995.0 270 > th dose independent rect. 7 19
319 48.46 atmosphere 995.0 270 > th dose independent rect. 6 21
322 48.47 radiation 40.0 270 < th dose dependent rect. 3 3
323 48.49 precipitation 0.1 10 < th dose independent rect. 3 6
324 48.49 precipitation 0.1 270 < th dose independent rect. 18 9
326 48.49 precipitation 0.1 10 < th dose dependent rect. 3 6
327 48.49 precipitation 0.1 270 < th dose dependent rect. 18 9
371 48.64 wind 1.0 10 > th dose independent rect. 9 7
372 48.64 precipitation 0.1 10 < th dose independent rect. 14 19
374 48.64 precipitation 0.1 10 < th dose dependent rect. 14 19
382 48.67 temperature 10.0 1440 > th dose independent rect. 10 5
391 48.67 temperature 10.0 1440 > th dose independent rect. 15 19
425 48.71 radiation 40.0 270 < th dose independent rect. 1 7
445 48.73 temperature 10.0 270 > th dose independent rect. 1 7
447 48.73 temperature 30.0 270 < th dose independent rect. 1 7
448 48.73 humidity 50.0 270 > th dose independent rect. 1 7
450 48.73 atmosphere 995.0 270 > th dose independent rect. 1 7
451 48.73 atmosphere 1015.0 270 < th dose independent rect. 1 7
462 48.77 temperature 30.0 270 < th dose dependent rect. 3 3
515 48.86 wind 9.0 270 < th dose dependent rect. 3 3
524 48.87 atmosphere 1000.0 10 > th dose dependent rect. 4 5
531 48.89 precipitation 0.1 270 < th dose independent rect. 6 21
534 48.89 precipitation 0.1 270 < th dose dependent rect. 6 21
555 48.93 precipitation 0.1 270 < th dose independent rect. 7 19
558 48.93 precipitation 0.1 270 < th dose dependent rect. 7 19
563 48.95 precipitation 0.1 10 < th dose independent rect. 9 18
568 48.95 precipitation 0.1 10 < th dose dependent rect. 9 18
583 48.96 wind 9.0 90 < th dose dependent rect. 9 18
597 49.03 humidity 50.0 90 > th dose independent rect. 9 6
600 49.04 temperature 30.0 270 < th dose dependent rect. 2 5
609 49.07 temperature 10.0 1440 > th dose independent rect. 4 6
612 49.07 atmosphere 995.0 1440 > th dose independent rect. 4 6
613 49.07 atmosphere 1015.0 1440 < th dose independent rect. 4 6
617 49.07 temperature 10.0 1440 > th dose independent rect. 10 18
636 49.10 atmosphere 1015.0 270 < th dose independent rect. 7 19
643 49.11 wind 9.0 270 < th dose dependent rect. 7 19
659 49.14 wind 1.0 270 > th dose independent rect. 1 7
669 49.15 radiation 40.0 270 < th dose dependent rect. 2 6
723 49.25 radiation 1.0 270 > th dose independent rect. 9 1
739 49.29 wind 1.0 270 > th dose independent rect. 2 5
816 49.38 wind 1.0 270 > th dose independent rect. 3 3
834 49.39 atmosphere 1000.0 270 > th dose dependent rect. 4 2
848 49.42 wind 7.0 270 < th dose independent rect. 9 1
883 49.47 humidity 50.0 270 > th dose dependent rect. 18 9
905 49.52 humidity 50.0 270 > th dose dependent rect. 3 3
909 49.53 humidity 50.0 270 > th dose independent rect. 7 20
925 49.56 wind 9.0 270 < th dose dependent rect. 9 1
987 49.64 atmosphere 1015.0 270 < th dose independent rect. 18 9
996 49.65 radiation 1.0 30 > th dose independent rect. 16 17