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Os07g0182400

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

Description : AUX/IAA protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10 (0.0246) R2 : 0.082
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.331 (0.0518) R2dN8 : 0.106 R2N8 : 0.082
σ : 0.463
deviance : 98.54
__
_____
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 = precipitation, 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
79.74 0.42 10.2 -0.517 0.38 2.82 0.486 -11.6 0.319 0.958 0.1537 1288 -- --
85.84 0.435 10 -0.244 0.395 -0.847 0.475 -- 0.295 0.927 0.1537 1288 -- --
80.62 0.418 10.2 -0.551 0.381 2.89 -- -11.9 0.307 0.788 0.2564 1287 -- --
85.23 0.43 10.1 -0.168 0.386 -0.369 -- -- 0.267 0.734 -0.4277 2870 -- --
89.59 0.441 10.2 -0.566 -- 3.13 -- -12.5 0.304 -- 0.2629 1293 -- --
86.59 0.436 10 -0.256 0.389 -- 0.441 -- 0.297 0.859 -- -- -- --
87.39 0.438 10 -0.272 0.387 -- -- -- 0.295 0.687 -- -- -- --
91.32 0.445 10.1 -0.168 -- -0.476 -- -- 0.23 -- -0.1993 6935 -- --
83.3 0.425 10.1 -- 0.364 -0.453 -- -- 0.242 0.531 1.094e-07 6842 -- --
96.78 0.46 10 -0.258 -- -- -- -- 0.302 -- -- -- -- --
89.35 0.442 10 -- 0.383 -- -- -- 0.325 0.653 -- -- -- --
92.03 0.447 10.1 -- -- -0.51 -- -- 0.242 -- -0.04444 6935 -- --
98.54 0.463 10 -- -- -- -- -- 0.331 -- -- -- -- --

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 70.70 radiation 1.0 90 < th dose independent sin 7 NA
2 70.77 radiation 40.0 270 < th dose independent rect. 3 21
3 70.89 radiation 40.0 270 < th dose dependent rect. 3 21
5 71.06 temperature 15.0 270 > th dose independent rect. 22 6
6 71.19 radiation 40.0 90 < th dose independent rect. 6 18
7 71.21 radiation 40.0 270 < th dose independent rect. 4 19
9 71.31 temperature 15.0 270 > th dose independent rect. 9 19
10 71.33 temperature 30.0 10 < th dose dependent rect. 24 6
12 71.37 humidity 50.0 30 > th dose dependent rect. 6 19
13 71.39 radiation 40.0 270 < th dose dependent rect. 4 19
15 71.41 radiation 1.0 90 < th dose dependent sin 7 NA
22 71.59 radiation 40.0 90 < th dose dependent rect. 6 18
28 71.80 temperature 15.0 270 > th dose independent rect. 23 4
30 71.83 temperature 25.0 30 < th dose independent rect. 24 6
33 71.89 temperature 15.0 30 > th dose independent rect. 20 10
39 71.94 wind 1.0 10 > th dose independent rect. 6 19
51 72.13 radiation 1.0 90 < th dose independent rect. 24 14
55 72.17 temperature 15.0 270 > th dose independent rect. 11 16
58 72.19 atmosphere 1015.0 10 < th dose independent rect. 6 19
61 72.21 temperature 30.0 270 < th dose dependent rect. 24 3
67 72.26 wind 1.0 270 > th dose independent rect. 24 3
72 72.31 temperature 20.0 270 > th dose dependent rect. 4 5
73 72.32 radiation 1.0 90 < th dose independent rect. 24 7
75 72.33 radiation 1.0 90 < th dose independent rect. 24 10
82 72.40 atmosphere 995.0 10 > th dose independent rect. 6 19
86 72.44 humidity 50.0 270 > th dose dependent rect. 4 18
95 72.52 atmosphere 1000.0 10 > th dose independent rect. 1 5
100 72.55 radiation 1.0 90 < th dose dependent rect. 24 14
115 72.68 temperature 15.0 10 > th dose independent rect. 24 6
118 72.68 humidity 50.0 10 > th dose independent rect. 6 19
124 72.72 radiation 40.0 10 < th dose dependent rect. 1 5
125 72.73 atmosphere 1010.0 270 < th dose independent rect. 23 4
129 72.74 temperature 10.0 270 > th dose dependent rect. 4 5
131 72.74 radiation 1.0 90 < th dose dependent rect. 24 10
138 72.77 radiation 1.0 90 < th dose dependent rect. 24 7
139 72.78 wind 9.0 10 < th dose independent rect. 1 5
143 72.78 humidity 50.0 10 > th dose independent rect. 1 5
147 72.78 atmosphere 1010.0 10 < th dose independent rect. 1 5
149 72.78 radiation 20.0 10 < th dose independent rect. 1 5
153 72.78 temperature 25.0 30 > th dose independent rect. 4 7
154 72.78 temperature 10.0 10 > th dose independent rect. 6 19
169 72.84 humidity 50.0 10 > th dose dependent rect. 24 6
172 72.87 temperature 25.0 30 > th dose independent rect. 1 10
173 72.87 wind 9.0 270 < th dose independent rect. 3 20
176 72.89 precipitation 0.1 270 < th dose independent rect. 3 20
177 72.89 precipitation 0.1 270 < th dose dependent rect. 3 20
195 72.93 atmosphere 1010.0 270 < th dose independent rect. 22 6
201 72.95 atmosphere 1015.0 270 < th dose independent rect. 4 18
203 72.96 wind 9.0 30 < th dose independent rect. 6 19
220 72.98 wind 9.0 270 < th dose independent rect. 4 18
222 72.98 precipitation 0.1 10 < th dose independent rect. 6 19
225 72.98 precipitation 0.1 10 < th dose dependent rect. 6 19
228 72.99 humidity 70.0 30 > th dose independent rect. 6 19
230 73.00 wind 9.0 1440 < th dose independent rect. 2 5
231 73.00 temperature 10.0 1440 > th dose independent rect. 2 5
234 73.00 temperature 30.0 1440 < th dose independent rect. 2 5
238 73.00 humidity 50.0 1440 > th dose independent rect. 2 5
243 73.00 atmosphere 995.0 1440 > th dose independent rect. 2 5
244 73.00 radiation 40.0 1440 < th dose independent rect. 2 5
248 73.00 temperature 10.0 1440 > th dose independent rect. 7 19
253 73.02 atmosphere 1000.0 270 > th dose independent rect. 23 4
262 73.05 atmosphere 1015.0 270 < th dose independent rect. 3 20
278 73.11 radiation 1.0 90 > th dose independent sin 7 NA
279 73.11 wind 1.0 270 > th dose independent rect. 1 1
281 73.11 temperature 30.0 270 < th dose independent rect. 23 4
282 73.11 humidity 50.0 270 > th dose independent rect. 23 4
286 73.11 radiation 1.0 270 < th dose independent rect. 23 4
293 73.11 temperature 10.0 270 > th dose independent rect. 3 20
294 73.11 radiation 1.0 270 < th dose dependent rect. 23 4
303 73.13 wind 9.0 270 < th dose independent rect. 23 4
306 73.15 precipitation 0.1 270 < th dose independent rect. 23 4
317 73.15 precipitation 0.1 270 < th dose dependent rect. 23 4
320 73.16 atmosphere 995.0 270 > th dose independent rect. 3 20
361 73.22 temperature 30.0 270 < th dose independent rect. 22 6
362 73.22 humidity 50.0 270 > th dose independent rect. 22 6
365 73.22 atmosphere 995.0 270 > th dose independent rect. 22 6
366 73.22 radiation 1.0 270 < th dose independent rect. 22 6
371 73.22 temperature 10.0 270 > th dose independent rect. 4 18
373 73.22 radiation 1.0 270 < th dose dependent rect. 22 6
381 73.24 atmosphere 995.0 270 > th dose independent rect. 4 18
385 73.27 wind 9.0 270 < th dose independent rect. 22 6
406 73.27 precipitation 0.1 270 < th dose independent rect. 4 18
407 73.27 precipitation 0.1 270 < th dose dependent rect. 4 18
418 73.33 precipitation 0.1 30 < th dose independent rect. 1 5
423 73.33 atmosphere 995.0 10 > th dose dependent rect. 1 5
424 73.33 precipitation 0.1 30 < th dose dependent rect. 1 5
436 73.39 temperature 25.0 270 > th dose independent rect. 6 2
454 73.48 temperature 15.0 270 > th dose independent rect. 23 16
482 73.55 precipitation 0.1 270 < th dose independent rect. 22 6
483 73.55 precipitation 0.1 270 < th dose dependent rect. 22 6
484 73.55 wind 9.0 90 < th dose dependent rect. 6 18
511 73.59 temperature 10.0 270 > th dose dependent rect. 3 7
520 73.64 radiation 40.0 270 < th dose independent rect. 4 7
540 73.72 atmosphere 1000.0 270 > th dose independent rect. 1 1
546 73.75 precipitation 0.1 270 < th dose independent rect. 2 23
547 73.75 precipitation 0.1 270 < th dose dependent rect. 2 23
556 73.80 humidity 50.0 270 > th dose dependent rect. 23 4
578 73.88 radiation 40.0 30 < th dose independent rect. 6 6
581 73.90 temperature 10.0 270 > th dose independent rect. 1 1
583 73.90 temperature 30.0 270 < th dose independent rect. 1 1
584 73.90 humidity 50.0 270 > th dose independent rect. 1 1
588 73.90 atmosphere 1010.0 270 < th dose independent rect. 1 1
590 73.90 radiation 1.0 270 < th dose independent rect. 1 1
596 73.90 temperature 10.0 270 > th dose independent rect. 2 23
597 73.90 radiation 1.0 270 < th dose dependent rect. 1 1
603 73.91 humidity 60.0 270 > th dose independent rect. 3 8
609 73.94 wind 9.0 270 < th dose independent rect. 1 1
610 73.94 precipitation 0.1 270 < th dose independent rect. 1 1
612 73.94 temperature 25.0 30 > th dose independent rect. 23 12
613 73.94 precipitation 0.1 270 < th dose dependent rect. 1 1
622 73.97 wind 7.0 270 < th dose independent rect. 16 17
628 73.99 radiation 1.0 90 > th dose independent rect. 5 6
639 74.05 radiation 1.0 270 > th dose independent rect. 9 9
641 74.06 humidity 90.0 270 < th dose independent rect. 9 8
651 74.06 humidity 50.0 270 > th dose dependent rect. 4 7
662 74.10 temperature 25.0 30 < th dose independent rect. 24 15
666 74.12 atmosphere 1010.0 30 < th dose independent rect. 20 10
679 74.16 humidity 60.0 90 > th dose independent rect. 6 5
691 74.20 radiation 30.0 90 < th dose dependent rect. 15 10
703 74.25 temperature 15.0 10 > th dose independent rect. 12 18
704 74.25 atmosphere 995.0 270 > th dose dependent rect. 24 3
747 74.36 wind 9.0 270 < th dose independent rect. 2 23
750 74.37 precipitation 0.1 270 < th dose independent rect. 3 8
751 74.37 atmosphere 995.0 30 > th dose independent rect. 6 14
753 74.37 precipitation 0.1 270 < th dose dependent rect. 3 8
782 74.41 humidity 50.0 270 > th dose dependent rect. 1 1
786 74.42 wind 1.0 270 > th dose independent rect. 4 18
796 74.45 humidity 50.0 270 > th dose dependent rect. 22 6
804 74.49 humidity 50.0 30 > th dose dependent rect. 6 14
843 74.55 wind 5.0 90 < th dose independent rect. 6 18
899 74.61 humidity 50.0 270 > th dose independent rect. 3 20
902 74.62 humidity 90.0 90 < th dose independent rect. 11 7
910 74.64 temperature 10.0 90 > th dose dependent rect. 6 5
927 74.69 radiation 1.0 270 > th dose independent rect. 9 20
947 74.72 atmosphere 995.0 270 > th dose dependent rect. 1 1
991 74.78 atmosphere 1015.0 270 < th dose dependent rect. 24 3