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Os02g0170200

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 : 11.6 (0.0167) R2 : 0.0285
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.129 (0.0352) R2dN8 : 0.0368 R2N8 : 0.0285
σ : 0.315
deviance : 45.44
__
_____
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
39.31 0.295 11.6 0.185 0.068 0.694 0.0435 -0.686 -0.221 14.4 51.97 3991 -- --
39.51 0.293 11.6 0.0933 0.0673 0.51 -0.0865 -- -0.194 13.8 52.71 3955 -- --
39.31 0.292 11.6 0.186 0.0682 0.693 -- -0.679 -0.22 13.9 52 3991 -- --
39.4 0.292 11.6 0.125 0.0586 0.505 -- -- -0.214 13.7 52.53 3955 -- --
39.58 0.293 11.6 0.192 -- 0.723 -- -0.728 -0.226 -- 51 3991 -- --
44.49 0.313 11.6 -0.0315 0.121 -- 0.0631 -- -0.13 13.4 -- -- -- --
44.51 0.312 11.6 -0.0295 0.121 -- -- -- -0.13 13.2 -- -- -- --
39.69 0.293 11.6 0.124 -- 0.503 -- -- -0.221 -- 53 3955 -- --
39.7 0.293 11.6 -- 0.0813 0.448 -- -- -0.22 13.7 52 3955 -- --
45.41 0.315 11.6 -0.0342 -- -- -- -- -0.132 -- -- -- -- --
44.53 0.312 11.6 -- 0.121 -- -- -- -0.127 13.3 -- -- -- --
40.04 0.295 11.6 -- -- 0.463 -- -- -0.225 -- 52.5 3949 -- --
45.44 0.315 11.6 -- -- -- -- -- -0.129 -- -- -- -- --

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 34.66 temperature 15.0 90 > th dose dependent rect. 19 8
2 34.84 temperature 10.0 270 > th dose dependent rect. 17 9
8 35.32 temperature 15.0 10 > th dose dependent rect. 20 8
15 35.94 temperature 20.0 90 > th dose independent rect. 19 8
56 37.00 temperature 20.0 90 > th dose independent rect. 8 19
58 37.03 wind 5.0 90 < th dose independent rect. 19 8
60 37.09 radiation 10.0 270 < th dose independent rect. 15 11
62 37.13 wind 7.0 270 < th dose independent rect. 17 9
67 37.21 temperature 10.0 270 > th dose dependent rect. 19 16
74 37.25 temperature 25.0 270 > th dose independent rect. 18 15
78 37.31 temperature 25.0 270 < th dose independent rect. 16 14
85 37.39 wind 9.0 90 < th dose dependent rect. 19 8
90 37.41 temperature 25.0 270 < th dose independent rect. 23 7
107 37.54 wind 9.0 270 < th dose dependent rect. 17 8
112 37.59 wind 9.0 90 < th dose dependent rect. 8 19
113 37.60 precipitation 0.1 270 < th dose independent rect. 2 15
115 37.60 precipitation 0.1 270 < th dose dependent rect. 2 15
118 37.61 atmosphere 1015.0 90 < th dose independent rect. 8 19
121 37.61 temperature 10.0 10 > th dose dependent rect. 20 18
131 37.65 temperature 10.0 90 > th dose dependent rect. 8 19
136 37.67 temperature 25.0 270 < th dose independent rect. 3 2
143 37.69 temperature 25.0 270 < th dose independent rect. 1 5
145 37.69 atmosphere 1015.0 10 < th dose dependent rect. 8 6
152 37.73 temperature 10.0 270 > th dose independent rect. 17 9
156 37.73 temperature 10.0 270 > th dose independent rect. 2 15
157 37.73 atmosphere 1015.0 270 < th dose independent rect. 2 15
158 37.73 atmosphere 1015.0 270 < th dose independent rect. 6 19
159 37.74 atmosphere 1015.0 270 < th dose independent rect. 17 8
163 37.75 humidity 70.0 270 > th dose dependent rect. 3 2
169 37.76 radiation 40.0 270 < th dose dependent rect. 17 9
173 37.78 atmosphere 1015.0 90 < th dose independent rect. 19 8
175 37.79 humidity 50.0 270 > th dose independent rect. 6 6
177 37.79 wind 5.0 90 < th dose independent rect. 8 19
180 37.80 humidity 50.0 270 > th dose independent rect. 17 9
194 37.84 wind 9.0 270 < th dose independent rect. 2 15
197 37.85 humidity 80.0 270 > th dose independent rect. 3 2
202 37.87 temperature 25.0 270 > th dose independent sin 11 NA
204 37.88 precipitation 0.1 270 < th dose independent rect. 17 9
207 37.88 precipitation 0.1 270 < th dose dependent rect. 17 9
210 37.89 atmosphere 995.0 270 > th dose independent rect. 17 9
216 37.92 precipitation 0.1 270 < th dose independent rect. 12 18
219 37.92 precipitation 0.1 270 < th dose dependent rect. 12 18
220 37.93 temperature 20.0 30 > th dose independent rect. 20 18
228 37.94 humidity 50.0 90 > th dose dependent rect. 3 5
229 37.94 temperature 10.0 10 > th dose dependent rect. 9 18
230 37.95 precipitation 0.1 270 < th dose independent rect. 3 2
231 37.95 precipitation 0.1 270 < th dose dependent rect. 3 2
233 37.96 radiation 1.0 270 > th dose independent rect. 6 6
238 37.97 precipitation 0.1 270 < th dose independent rect. 6 6
239 37.97 wind 9.0 90 < th dose dependent rect. 3 5
240 37.97 precipitation 0.1 270 < th dose dependent rect. 6 6
241 37.98 wind 9.0 270 < th dose independent rect. 6 6
246 37.99 temperature 10.0 270 > th dose independent rect. 6 6
247 37.99 atmosphere 995.0 270 > th dose independent rect. 6 6
248 37.99 atmosphere 1015.0 270 < th dose independent rect. 6 6
250 37.99 temperature 10.0 270 > th dose independent rect. 12 18
260 38.02 atmosphere 995.0 270 > th dose independent rect. 2 15
264 38.03 wind 5.0 90 < th dose independent rect. 3 5
274 38.05 precipitation 0.1 90 < th dose independent rect. 3 5
276 38.05 precipitation 0.1 90 < th dose dependent rect. 3 5
281 38.06 humidity 50.0 90 > th dose independent rect. 8 6
283 38.06 humidity 60.0 270 > th dose dependent rect. 1 5
285 38.07 wind 7.0 270 < th dose independent rect. 3 2
287 38.07 temperature 10.0 270 > th dose independent rect. 3 2
290 38.07 humidity 50.0 270 > th dose independent rect. 3 2
293 38.07 atmosphere 995.0 270 > th dose independent rect. 3 2
294 38.07 atmosphere 1010.0 270 < th dose independent rect. 3 2
296 38.07 radiation 20.0 270 < th dose independent rect. 3 2
302 38.07 temperature 10.0 270 > th dose independent rect. 5 22
303 38.07 temperature 10.0 30 > th dose dependent rect. 20 16
305 38.08 radiation 1.0 270 < th dose independent rect. 3 2
309 38.08 radiation 20.0 270 < th dose dependent rect. 3 2
320 38.09 wind 9.0 270 < th dose independent rect. 12 18
332 38.12 temperature 10.0 90 > th dose independent rect. 3 5
334 38.12 temperature 30.0 90 < th dose independent rect. 3 5
335 38.12 humidity 50.0 90 > th dose independent rect. 3 5
337 38.12 atmosphere 995.0 90 > th dose independent rect. 3 5
338 38.12 atmosphere 1015.0 90 < th dose independent rect. 3 5
339 38.12 temperature 10.0 90 > th dose independent rect. 8 19
345 38.13 radiation 40.0 90 < th dose independent rect. 3 5
354 38.14 wind 9.0 90 < th dose independent rect. 8 19
358 38.14 wind 9.0 270 < th dose dependent rect. 6 19
373 38.16 atmosphere 1015.0 270 < th dose dependent rect. 9 1
375 38.17 temperature 25.0 270 < th dose independent sin 11 NA
380 38.17 wind 9.0 270 < th dose independent rect. 5 22
381 38.17 wind 9.0 270 < th dose dependent rect. 3 2
392 38.19 temperature 30.0 90 < th dose independent rect. 18 9
394 38.19 radiation 1.0 90 < th dose dependent rect. 19 8
396 38.20 temperature 10.0 90 > th dose independent rect. 19 8
398 38.20 humidity 50.0 90 > th dose independent rect. 19 8
400 38.20 atmosphere 995.0 90 > th dose independent rect. 19 8
401 38.20 radiation 1.0 90 < th dose independent rect. 19 8
428 38.22 humidity 80.0 90 > th dose independent rect. 3 5
429 38.22 temperature 10.0 10 > th dose independent rect. 8 6
431 38.22 atmosphere 995.0 10 > th dose independent rect. 8 6
432 38.22 atmosphere 1015.0 10 < th dose independent rect. 8 6
433 38.22 precipitation 0.1 10 < th dose independent rect. 8 6
434 38.22 temperature 10.0 10 > th dose independent rect. 14 18
436 38.22 atmosphere 1015.0 270 < th dose dependent rect. 6 6
437 38.22 precipitation 0.1 10 < th dose dependent rect. 8 6
438 38.23 precipitation 0.1 90 < th dose independent rect. 8 6
440 38.23 radiation 40.0 10 < th dose independent rect. 14 18
441 38.23 wind 5.0 270 < th dose independent rect. 6 19
442 38.23 precipitation 0.1 90 < th dose dependent rect. 8 6
444 38.24 temperature 10.0 90 > th dose independent rect. 8 6
445 38.24 atmosphere 995.0 90 > th dose independent rect. 8 6
446 38.24 atmosphere 1015.0 90 < th dose independent rect. 8 6
457 38.25 wind 9.0 90 < th dose independent rect. 8 6
471 38.26 temperature 30.0 270 < th dose dependent rect. 22 8
473 38.27 precipitation 0.1 270 < th dose independent rect. 1 5
475 38.27 precipitation 0.1 90 < th dose independent rect. 19 8
476 38.27 precipitation 0.1 270 < th dose dependent rect. 1 5
477 38.27 precipitation 0.1 90 < th dose dependent rect. 19 8
483 38.29 wind 7.0 270 < th dose independent rect. 1 5
488 38.29 atmosphere 995.0 270 > th dose independent rect. 12 18
500 38.30 atmosphere 1015.0 10 < th dose independent rect. 9 18
507 38.31 wind 1.0 270 > th dose independent rect. 12 18
508 38.31 wind 9.0 10 < th dose independent rect. 14 18
509 38.31 humidity 50.0 30 > th dose independent rect. 14 18
511 38.31 precipitation 0.1 90 < th dose independent rect. 8 19
514 38.31 precipitation 0.1 90 < th dose dependent rect. 8 19
526 38.33 radiation 1.0 270 > th dose independent rect. 17 21
528 38.34 radiation 1.0 10 > th dose independent rect. 8 6
536 38.34 atmosphere 1015.0 270 < th dose dependent rect. 7 4
541 38.35 temperature 10.0 270 > th dose independent rect. 1 5
544 38.35 humidity 50.0 270 > th dose independent rect. 1 5
547 38.35 atmosphere 995.0 270 > th dose independent rect. 1 5
548 38.35 atmosphere 1015.0 270 < th dose independent rect. 1 5
549 38.35 radiation 20.0 270 < th dose independent rect. 1 5
552 38.35 temperature 10.0 1440 > th dose independent rect. 9 6
559 38.35 temperature 10.0 1440 > th dose independent rect. 15 18
564 38.35 temperature 10.0 270 > th dose independent rect. 6 19
592 38.37 wind 9.0 270 < th dose independent rect. 6 19
612 38.39 radiation 40.0 270 < th dose dependent rect. 1 5
627 38.41 humidity 90.0 270 > th dose independent rect. 1 5
636 38.41 atmosphere 995.0 90 > th dose independent rect. 8 19
648 38.42 radiation 40.0 90 < th dose dependent rect. 3 5
657 38.43 atmosphere 995.0 90 > th dose independent rect. 14 18
671 38.44 atmosphere 995.0 10 > th dose independent rect. 14 18
673 38.44 precipitation 0.1 270 < th dose independent rect. 5 22
675 38.44 precipitation 0.1 270 < th dose dependent rect. 5 22
710 38.47 humidity 50.0 90 > th dose dependent rect. 18 9
716 38.48 wind 1.0 30 > th dose independent rect. 8 6
719 38.48 precipitation 0.1 270 < th dose independent rect. 6 19
723 38.48 precipitation 0.1 270 < th dose dependent rect. 6 19
743 38.50 atmosphere 1015.0 270 < th dose independent rect. 7 16
782 38.54 humidity 50.0 270 > th dose independent rect. 6 19
884 38.61 atmosphere 1015.0 270 < th dose independent rect. 19 16
885 38.61 atmosphere 1015.0 270 < th dose independent rect. 18 18
919 38.64 temperature 10.0 270 > th dose dependent rect. 3 2
933 38.65 precipitation 0.1 10 < th dose independent rect. 9 18
935 38.65 wind 9.0 270 < th dose dependent rect. 1 5
940 38.65 temperature 30.0 90 < th dose dependent rect. 15 17
941 38.65 precipitation 0.1 10 < th dose dependent rect. 9 18
943 38.66 wind 7.0 10 < th dose independent rect. 3 6
967 38.68 radiation 1.0 90 > th dose independent rect. 14 16
980 38.69 humidity 50.0 270 > th dose dependent rect. 23 8