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Os05g0559400

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

Description : Similar to IAA11 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.3 (0.0163) R2 : 0.00881
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0691 (0.0343) R2dN8 : 0.0114 R2N8 : 0.00881
σ : 0.307
deviance : 43.27
__
_____
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
18.99 0.205 13.3 0.283 0.63 0.289 0.0917 -0.246 0.0992 0.348 80.07 710 -- --
19.11 0.204 13.3 0.266 0.629 0.292 0.148 -- 0.0981 0.308 80.17 709 -- --
19.02 0.203 13.3 0.283 0.63 0.288 -- -0.285 0.0992 0.372 80.28 709 -- --
19.21 0.204 13.3 0.261 0.626 0.284 -- -- 0.0957 0.383 80.24 709 -- --
29.57 0.255 13.2 0.276 -- 0.315 -- 0.248 0.096 -- 80.28 709 -- --
20.9 0.214 13.3 0.253 0.576 -- 0.0948 -- 0.0876 1.42 -- -- -- --
20.94 0.214 13.3 0.249 0.576 -- -- -- 0.087 1.45 -- -- -- --
29.39 0.254 13.2 0.283 -- 0.324 -- -- 0.105 -- 79.75 3196 -- --
21 0.213 13.3 -- 0.626 0.27 -- -- 0.067 0.441 80.11 709 -- --
41.31 0.3 13.2 0.272 -- -- -- -- 0.0993 -- -- -- -- --
22.58 0.222 13.3 -- 0.58 -- -- -- 0.0592 1.47 -- -- -- --
31.5 0.262 13.3 -- -- 0.322 -- -- 0.0732 -- 79.75 3196 -- --
43.27 0.307 13.3 -- -- -- -- -- 0.0691 -- -- -- -- --

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 17.54 radiation 1.0 90 < th dose independent sin 16 NA
2 17.56 radiation 1.0 30 > th dose independent rect. 13 17
3 17.58 radiation 1.0 90 < th dose dependent sin 16 NA
12 17.73 radiation 1.0 90 < th dose independent rect. 16 11
20 17.78 radiation 1.0 90 > th dose independent sin 16 NA
21 17.78 radiation 1.0 90 > th dose independent rect. 13 5
22 17.78 humidity 90.0 10 < th dose independent rect. 13 6
29 17.81 radiation 1.0 90 < th dose dependent rect. 5 22
42 17.82 radiation 1.0 90 < th dose dependent rect. 16 11
43 17.83 temperature 25.0 90 < th dose independent rect. 1 8
48 17.86 temperature 25.0 270 < th dose independent rect. 23 9
59 17.91 precipitation 0.1 270 < th dose independent rect. 12 16
62 17.91 precipitation 0.1 270 < th dose dependent rect. 12 16
100 17.98 precipitation 0.1 270 < th dose independent rect. 1 15
101 17.98 precipitation 0.1 270 < th dose dependent rect. 1 15
104 17.99 temperature 10.0 10 > th dose dependent rect. 13 6
108 18.00 humidity 90.0 270 < th dose independent rect. 11 6
112 18.00 radiation 1.0 90 < th dose independent rect. 5 22
115 18.00 radiation 40.0 270 < th dose dependent rect. 15 10
121 18.02 temperature 25.0 10 > th dose independent rect. 13 6
122 18.02 radiation 20.0 270 < th dose independent rect. 15 9
132 18.04 atmosphere 995.0 270 > th dose independent rect. 16 9
134 18.04 atmosphere 995.0 270 > th dose independent rect. 17 18
137 18.04 temperature 10.0 10 > th dose dependent rect. 6 7
141 18.05 precipitation 0.1 270 < th dose independent rect. 11 6
144 18.05 precipitation 0.1 270 < th dose dependent rect. 11 6
145 18.06 temperature 25.0 90 > th dose independent rect. 13 5
158 18.07 wind 3.0 270 > th dose independent rect. 12 4
166 18.08 precipitation 0.1 90 < th dose independent rect. 3 14
169 18.08 precipitation 0.1 90 < th dose dependent rect. 3 14
175 18.09 wind 1.0 270 > th dose independent rect. 12 16
179 18.10 wind 9.0 270 < th dose independent rect. 11 6
181 18.10 wind 1.0 270 > th dose independent rect. 16 8
194 18.12 temperature 25.0 270 > th dose independent rect. 24 9
202 18.12 wind 9.0 270 < th dose independent rect. 1 15
213 18.13 wind 9.0 10 < th dose independent rect. 13 6
222 18.14 temperature 10.0 270 > th dose independent rect. 11 6
223 18.14 atmosphere 1015.0 270 < th dose independent rect. 11 6
224 18.14 temperature 10.0 270 > th dose independent rect. 16 9
229 18.14 temperature 10.0 270 > th dose independent rect. 1 15
230 18.14 atmosphere 1015.0 270 < th dose independent rect. 1 15
236 18.14 temperature 10.0 270 > th dose independent rect. 17 18
241 18.15 wind 1.0 270 > th dose independent rect. 11 6
242 18.15 wind 9.0 270 < th dose independent rect. 17 18
249 18.16 humidity 90.0 270 < th dose independent rect. 13 2
254 18.16 humidity 50.0 270 > th dose independent rect. 4 8
274 18.17 temperature 25.0 90 > th dose independent rect. 1 11
278 18.17 humidity 50.0 30 > th dose independent rect. 19 18
279 18.17 wind 1.0 10 > th dose dependent rect. 13 6
280 18.17 temperature 10.0 270 > th dose dependent rect. 11 6
285 18.18 wind 9.0 270 < th dose independent rect. 16 9
289 18.18 humidity 50.0 270 > th dose independent rect. 17 18
290 18.18 temperature 10.0 270 > th dose dependent rect. 12 4
303 18.20 wind 1.0 270 > th dose independent rect. 4 8
311 18.20 wind 9.0 270 < th dose independent rect. 12 16
316 18.21 wind 3.0 270 > th dose independent rect. 13 2
331 18.22 wind 1.0 30 > th dose independent rect. 13 6
332 18.22 precipitation 0.1 10 < th dose independent rect. 13 6
333 18.22 humidity 50.0 90 > th dose independent rect. 6 7
340 18.22 wind 9.0 10 < th dose independent rect. 19 18
343 18.22 precipitation 0.1 10 < th dose dependent rect. 13 6
349 18.22 temperature 10.0 10 > th dose dependent rect. 13 17
360 18.23 radiation 1.0 90 > th dose independent rect. 6 7
377 18.24 humidity 50.0 90 > th dose independent rect. 17 10
379 18.24 atmosphere 995.0 270 > th dose independent rect. 16 20
380 18.24 radiation 1.0 270 > th dose independent rect. 10 20
390 18.25 temperature 10.0 10 > th dose independent rect. 13 6
392 18.25 atmosphere 1010.0 10 < th dose independent rect. 13 6
396 18.25 wind 9.0 270 < th dose independent rect. 4 8
397 18.25 temperature 10.0 270 > th dose independent rect. 4 8
398 18.25 atmosphere 995.0 270 > th dose independent rect. 4 8
399 18.25 atmosphere 1015.0 270 < th dose independent rect. 4 8
400 18.25 precipitation 0.1 270 < th dose independent rect. 4 8
409 18.25 temperature 10.0 270 > th dose independent rect. 12 16
410 18.25 temperature 10.0 10 > th dose independent rect. 19 18
411 18.25 atmosphere 995.0 10 > th dose independent rect. 19 18
417 18.25 precipitation 0.1 270 < th dose dependent rect. 4 8
422 18.26 wind 9.0 10 < th dose independent rect. 13 17
427 18.26 radiation 40.0 270 < th dose dependent sin 17 NA
447 18.27 temperature 10.0 270 > th dose dependent rect. 13 2
538 18.30 radiation 10.0 270 < th dose dependent rect. 21 11
561 18.32 humidity 50.0 270 > th dose independent rect. 12 5
575 18.32 wind 9.0 90 < th dose independent rect. 3 14
576 18.32 temperature 10.0 90 > th dose independent rect. 3 14
577 18.32 atmosphere 1015.0 90 < th dose independent rect. 3 14
586 18.33 wind 9.0 10 < th dose independent rect. 6 7
587 18.33 wind 9.0 90 < th dose independent rect. 6 7
591 18.33 precipitation 0.1 90 < th dose independent rect. 6 7
594 18.33 precipitation 0.1 10 < th dose independent rect. 3 16
600 18.33 precipitation 0.1 90 < th dose dependent rect. 6 7
602 18.33 temperature 10.0 270 > th dose dependent rect. 4 8
610 18.33 precipitation 0.1 10 < th dose dependent rect. 3 16
615 18.34 humidity 50.0 10 > th dose independent rect. 13 6
616 18.34 temperature 10.0 10 > th dose independent rect. 6 7
618 18.34 temperature 10.0 90 > th dose independent rect. 6 7
620 18.34 atmosphere 995.0 10 > th dose independent rect. 6 7
621 18.34 atmosphere 995.0 90 > th dose independent rect. 6 7
622 18.34 atmosphere 1015.0 10 < th dose independent rect. 6 7
623 18.34 atmosphere 1015.0 90 < th dose independent rect. 6 7
624 18.34 precipitation 0.1 10 < th dose independent rect. 6 7
630 18.34 atmosphere 995.0 270 > th dose independent rect. 24 15
637 18.34 temperature 10.0 10 > th dose independent rect. 13 17
646 18.34 wind 1.0 270 > th dose dependent rect. 12 4
649 18.34 precipitation 0.1 10 < th dose dependent rect. 6 7
656 18.35 temperature 10.0 270 > th dose independent rect. 12 4
658 18.35 atmosphere 1010.0 270 < th dose independent rect. 12 4
675 18.35 precipitation 0.1 270 < th dose independent rect. 21 9
677 18.35 humidity 80.0 720 > th dose independent rect. 15 12
692 18.35 precipitation 0.1 270 < th dose dependent rect. 21 9
696 18.35 temperature 10.0 10 > th dose dependent rect. 19 18
697 18.36 wind 7.0 270 < th dose independent rect. 13 2
699 18.36 wind 1.0 10 > th dose independent rect. 6 7
720 18.37 atmosphere 995.0 270 > th dose independent rect. 11 6
745 18.38 precipitation 0.1 270 < th dose independent rect. 13 2
761 18.38 precipitation 0.1 270 < th dose dependent rect. 13 2
762 18.38 radiation 1.0 270 > th dose dependent rect. 12 5
777 18.39 temperature 25.0 90 < th dose independent rect. 3 6
779 18.39 radiation 40.0 30 < th dose independent rect. 12 7
799 18.39 wind 1.0 270 > th dose dependent rect. 13 2
813 18.40 temperature 10.0 1440 > th dose independent rect. 7 7
816 18.40 atmosphere 995.0 1440 > th dose independent rect. 7 7
836 18.40 temperature 10.0 1440 > th dose independent rect. 14 17
842 18.40 precipitation 0.1 270 < th dose independent rect. 17 18
865 18.40 precipitation 0.1 270 < th dose dependent rect. 17 18
881 18.41 wind 1.0 30 > th dose independent rect. 19 18
903 18.42 humidity 90.0 90 < th dose independent rect. 4 9
915 18.42 humidity 50.0 270 > th dose independent rect. 12 16
920 18.42 radiation 40.0 30 < th dose independent rect. 13 17
947 18.43 temperature 10.0 270 > th dose independent rect. 13 2
949 18.43 atmosphere 1010.0 270 < th dose independent rect. 13 2
955 18.43 wind 1.0 90 > th dose independent rect. 6 7
971 18.43 atmosphere 1010.0 10 < th dose independent rect. 13 17
980 18.43 temperature 10.0 270 > th dose independent rect. 15 22
996 18.44 temperature 15.0 270 > th dose independent rect. 21 9