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Os05g0341100

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Protein of unknown function DUF239, plant domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 10 (0.0258) R2 : 0.959
β1 : 1.01 (0.0945) R2dD : 0.0107 R2D : -0.217
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -5.44 (0.0551) R2dN8 : 1.18 R2N8 : 0.948
σ : 0.484
deviance : 107.38
__
_____
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 = wind, 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
95.33 0.459 10.1 1.17 0.359 0.501 0.571 1.19 -5.47 16.7 9.077 4392 -- --
91.72 0.446 10.1 1.1 0.347 0.56 0.505 -- -5.6 17.3 10.58 4400 -- --
95.81 0.456 10.1 1.2 0.411 0.57 -- 1.33 -5.46 17.1 9.55 4374 -- --
92.26 0.447 10.1 1.06 0.365 0.555 -- -- -5.58 17.6 10.59 4391 -- --
99.51 0.465 10.1 1.07 -- 0.481 -- -0.00715 -5.58 -- 10.55 4500 -- --
98.88 0.466 10 1.02 0.366 -- 0.631 -- -5.43 16.2 -- -- -- --
99.98 0.468 10 1.03 0.371 -- -- -- -5.43 16.3 -- -- -- --
99.34 0.464 10.1 1.04 -- 0.52 -- -- -5.6 -- 10.57 4414 -- --
121.67 0.514 10.1 -- 0.346 0.436 -- -- -5.62 17.1 10.97 4382 -- --
107.38 0.484 10 1.01 -- -- -- -- -5.44 -- -- -- -- --
127.81 0.529 10.1 -- 0.351 -- -- -- -5.54 16.4 -- -- -- --
127.4 0.526 10.1 -- -- 0.512 -- -- -5.69 -- 10.91 4403 -- --
134.44 0.541 10.1 -- -- -- -- -- -5.55 -- -- -- -- --

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 89.52 humidity 70.0 4320 > th dose independent rect. 21 1
2 89.58 temperature 15.0 30 > th dose independent rect. 21 23
3 89.77 temperature 15.0 1440 > th dose independent rect. 21 1
5 89.99 atmosphere 1005.0 90 > th dose dependent rect. 15 6
6 90.01 humidity 70.0 30 > th dose dependent rect. 20 1
9 90.03 temperature 20.0 30 > th dose independent rect. 20 1
12 90.05 humidity 80.0 10 > th dose independent rect. 20 1
14 90.05 wind 5.0 30 < th dose dependent rect. 20 1
16 90.06 atmosphere 1005.0 30 > th dose independent rect. 20 1
20 90.08 wind 5.0 30 < th dose independent rect. 20 1
22 90.08 atmosphere 1000.0 30 > th dose dependent rect. 20 1
25 90.10 temperature 10.0 30 > th dose dependent rect. 20 1
27 90.11 wind 1.0 30 > th dose independent rect. 20 1
29 90.11 temperature 10.0 30 > th dose independent rect. 20 1
31 90.11 temperature 30.0 30 < th dose independent rect. 20 1
32 90.11 humidity 50.0 30 > th dose independent rect. 20 1
35 90.11 atmosphere 995.0 30 > th dose independent rect. 20 1
36 90.11 atmosphere 1010.0 30 < th dose independent rect. 20 1
38 90.11 radiation 1.0 30 < th dose independent rect. 20 1
43 90.11 precipitation 0.1 30 < th dose independent rect. 20 1
46 90.11 radiation 1.0 30 < th dose dependent rect. 20 1
51 90.11 precipitation 0.1 30 < th dose dependent rect. 20 1
62 90.19 temperature 30.0 1440 < th dose independent rect. 21 1
66 90.19 humidity 50.0 1440 > th dose independent rect. 21 1
72 90.19 atmosphere 995.0 1440 > th dose independent rect. 21 1
73 90.19 radiation 1.0 1440 < th dose independent rect. 21 1
93 90.19 temperature 10.0 1440 > th dose independent rect. 22 23
96 90.19 radiation 40.0 14400 < th dose dependent rect. 21 1
99 90.20 atmosphere 1015.0 30 < th dose dependent rect. 20 1
102 90.21 humidity 90.0 30 < th dose independent rect. 20 1
104 90.21 radiation 40.0 1440 < th dose dependent rect. 21 1
112 90.23 wind 1.0 30 > th dose dependent rect. 20 1
115 90.23 temperature 30.0 30 < th dose dependent rect. 20 1
152 90.36 wind 9.0 30 < th dose independent rect. 21 23
154 90.42 humidity 90.0 30 < th dose dependent rect. 20 1
156 90.48 atmosphere 1005.0 30 > th dose dependent rect. 13 8
171 90.85 wind 9.0 1440 < th dose independent rect. 21 1
172 90.86 temperature 25.0 270 > th dose dependent rect. 21 14
174 90.95 temperature 25.0 270 > th dose independent rect. 22 13
177 91.03 precipitation 0.1 30 < th dose independent rect. 21 23
178 91.03 precipitation 0.1 30 < th dose dependent rect. 21 23
179 91.05 wind 9.0 10 < th dose independent rect. 11 23
183 91.17 atmosphere 995.0 90 > th dose dependent rect. 21 14
186 91.27 temperature 15.0 10 > th dose independent rect. 11 23
188 91.33 atmosphere 1005.0 30 > th dose dependent rect. 18 3
193 91.52 temperature 15.0 4320 > th dose independent rect. 11 1
196 91.57 temperature 25.0 270 > th dose dependent rect. 10 1
200 91.63 atmosphere 1015.0 30 < th dose independent rect. 11 23
208 91.76 temperature 20.0 10 > th dose independent rect. 10 1
209 91.76 temperature 30.0 10 < th dose independent rect. 10 1
210 91.76 humidity 70.0 10 < th dose independent rect. 10 1
211 91.76 radiation 10.0 10 > th dose independent rect. 10 1
213 91.76 humidity 90.0 10 < th dose dependent rect. 10 1
214 91.77 wind 1.0 10 > th dose independent rect. 10 1
215 91.77 temperature 10.0 10 > th dose independent rect. 10 1
217 91.77 humidity 50.0 10 > th dose independent rect. 10 1
218 91.77 humidity 90.0 10 < th dose independent rect. 10 1
219 91.77 atmosphere 995.0 10 > th dose independent rect. 10 1
220 91.77 atmosphere 1015.0 10 < th dose independent rect. 10 1
222 91.77 precipitation 0.1 10 < th dose independent rect. 10 1
224 91.77 precipitation 0.1 10 < th dose dependent rect. 10 1
226 91.78 wind 9.0 10 < th dose independent rect. 10 1
228 91.79 temperature 30.0 10 < th dose independent rect. 11 23
229 91.79 atmosphere 995.0 10 > th dose dependent rect. 10 1
230 91.80 wind 5.0 10 < th dose independent rect. 10 1
232 91.80 wind 1.0 30 > th dose dependent rect. 10 1
236 91.81 atmosphere 1005.0 10 > th dose dependent rect. 10 1
239 91.82 atmosphere 1015.0 30 < th dose dependent rect. 10 1
254 91.83 temperature 10.0 10 > th dose dependent rect. 10 1
259 91.84 wind 9.0 90 < th dose independent rect. 11 10
260 91.84 wind 9.0 10 < th dose dependent rect. 10 1
262 91.85 radiation 30.0 10 < th dose independent rect. 10 1
263 91.85 humidity 50.0 30 > th dose dependent rect. 10 1
265 91.85 radiation 40.0 30 < th dose dependent rect. 10 1
274 91.86 radiation 1.0 30 > th dose dependent rect. 10 1
311 91.98 atmosphere 995.0 1440 > th dose independent rect. 11 1
314 91.98 precipitation 0.1 1440 < th dose independent rect. 11 1
315 91.98 temperature 10.0 1440 > th dose independent rect. 12 23
319 91.98 precipitation 0.1 1440 < th dose dependent rect. 11 1
327 92.04 temperature 15.0 90 > th dose independent rect. 11 10
329 92.05 radiation 1.0 1440 > th dose independent rect. 11 1
344 92.18 temperature 25.0 10 < th dose independent rect. 20 7
349 92.19 radiation 10.0 4320 < th dose dependent rect. 22 6
354 92.22 atmosphere 1000.0 30 > th dose independent rect. 21 23
358 92.25 atmosphere 1000.0 90 > th dose independent rect. 21 14
360 92.26 temperature 25.0 270 > th dose dependent rect. 6 5
362 92.28 humidity 90.0 1440 < th dose independent rect. 11 1
363 92.28 temperature 25.0 10 < th dose independent rect. 16 11
369 92.30 wind 9.0 4320 > th dose dependent rect. 13 1
373 92.33 atmosphere 1015.0 90 < th dose independent rect. 11 10
374 92.33 temperature 10.0 90 > th dose independent rect. 21 14
377 92.35 precipitation 0.1 90 < th dose independent rect. 21 14
379 92.35 precipitation 0.1 90 < th dose dependent rect. 21 14
381 92.37 temperature 30.0 10 < th dose independent rect. 11 10
382 92.38 atmosphere 995.0 30 > th dose dependent rect. 21 6
387 92.42 atmosphere 1000.0 30 > th dose dependent rect. 21 16
388 92.43 humidity 50.0 90 > th dose independent rect. 21 14
393 92.44 wind 9.0 90 < th dose independent rect. 21 14
398 92.46 temperature 30.0 90 < th dose independent rect. 21 14
401 92.48 temperature 30.0 30 < th dose dependent rect. 21 6
404 92.49 temperature 25.0 270 > th dose dependent sin 8 NA
408 92.51 wind 1.0 90 > th dose independent rect. 11 10
410 92.52 temperature 25.0 10 > th dose independent rect. 15 15
418 92.58 humidity 50.0 10 > th dose independent rect. 21 23
421 92.58 atmosphere 1000.0 30 > th dose dependent rect. 21 18
427 92.62 radiation 30.0 43200 < th dose dependent rect. 22 6
429 92.63 atmosphere 1000.0 30 > th dose independent rect. 11 23
442 92.70 temperature 10.0 1440 > th dose independent rect. 12 10
445 92.70 atmosphere 995.0 90 > th dose independent rect. 11 10
446 92.70 temperature 10.0 1440 > th dose independent rect. 22 14
449 92.70 atmosphere 995.0 1440 > th dose independent rect. 22 14
456 92.73 temperature 10.0 1440 > th dose independent rect. 22 6
459 92.73 temperature 30.0 1440 < th dose independent rect. 22 6
463 92.73 humidity 50.0 1440 > th dose independent rect. 22 6
470 92.73 atmosphere 1000.0 30 > th dose independent rect. 21 6
471 92.73 atmosphere 995.0 1440 > th dose independent rect. 22 6
472 92.73 radiation 1.0 1440 < th dose independent rect. 22 6
492 92.73 temperature 10.0 1440 > th dose independent rect. 4 18
504 92.75 wind 9.0 30 < th dose independent rect. 3 18
507 92.76 precipitation 0.1 90 < th dose independent rect. 11 10
510 92.76 precipitation 0.1 90 < th dose dependent rect. 11 10
518 92.79 temperature 30.0 10 < th dose independent rect. 3 23
521 92.81 temperature 30.0 30 < th dose dependent rect. 10 1
523 92.82 precipitation 0.1 30 < th dose independent rect. 11 23
525 92.82 precipitation 0.1 30 < th dose dependent rect. 11 23
529 92.87 temperature 25.0 270 > th dose independent sin 7 NA
535 92.89 radiation 1.0 720 > th dose dependent rect. 11 1
537 92.89 atmosphere 995.0 30 > th dose dependent rect. 21 23
563 92.98 humidity 50.0 30 > th dose dependent rect. 21 6
571 93.01 precipitation 0.1 30 < th dose independent rect. 21 6
572 93.01 precipitation 0.1 30 < th dose dependent rect. 21 6
580 93.04 temperature 10.0 30 > th dose independent rect. 21 6
582 93.04 humidity 50.0 30 > th dose independent rect. 21 6
586 93.04 radiation 1.0 30 < th dose independent rect. 21 6
594 93.04 temperature 10.0 30 > th dose independent rect. 3 18
596 93.04 atmosphere 1015.0 30 < th dose independent rect. 3 18
597 93.04 radiation 1.0 30 < th dose dependent rect. 21 6
603 93.05 wind 9.0 30 < th dose independent rect. 21 6
614 93.08 atmosphere 995.0 30 > th dose independent rect. 3 18
627 93.12 temperature 30.0 10 < th dose independent rect. 3 18
636 93.14 precipitation 0.1 30 < th dose independent rect. 3 18
640 93.14 precipitation 0.1 30 < th dose dependent rect. 3 18
665 93.22 temperature 25.0 30 > th dose independent sin 14 NA
668 93.22 wind 9.0 30 < th dose dependent rect. 21 6
679 93.26 humidity 50.0 90 > th dose independent rect. 11 10
692 93.28 atmosphere 995.0 30 > th dose dependent rect. 21 21
723 93.32 temperature 25.0 270 > th dose independent rect. 6 5
735 93.37 radiation 30.0 720 > th dose independent rect. 11 1
736 93.37 temperature 20.0 10 > th dose dependent rect. 2 1
742 93.38 radiation 30.0 10 < th dose independent rect. 21 15
747 93.39 temperature 25.0 270 > th dose independent rect. 9 2
751 93.40 temperature 20.0 720 > th dose dependent rect. 23 1
783 93.47 wind 9.0 4320 > th dose independent rect. 13 1
788 93.48 atmosphere 1010.0 10 < th dose independent rect. 3 5
816 93.50 temperature 20.0 720 > th dose dependent rect. 21 6
823 93.52 temperature 20.0 10 > th dose independent rect. 2 1
836 93.54 humidity 50.0 90 > th dose independent rect. 3 18
838 93.54 atmosphere 995.0 720 > th dose dependent rect. 23 1
842 93.54 temperature 20.0 10 > th dose dependent rect. 20 13
886 93.63 temperature 25.0 10 > th dose independent rect. 18 12
907 93.66 wind 3.0 10 < th dose dependent rect. 10 17
909 93.67 humidity 90.0 90 < th dose independent rect. 11 10
954 93.71 wind 9.0 4320 < th dose independent rect. 13 1
966 93.72 wind 3.0 30 < th dose dependent rect. 2 1
985 93.74 temperature 10.0 90 > th dose dependent rect. 21 14
988 93.75 temperature 20.0 720 > th dose dependent rect. 23 4
991 93.75 temperature 25.0 10 > th dose dependent rect. 20 10
1000 93.76 wind 9.0 30 < th dose independent rect. 3 23