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Os11g0546900

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

Description : Similar to TaWIN1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.3 (0.0147) R2 : 0.523
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.778 (0.0362) R2dC : 0.486 R2C : 0.472
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.19 (0.0309) R2dN8 : 0.0511 R2N8 : 0.0378
σ : 0.277
deviance : 35.09
__
_____
C
peak time of C : 9.48
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 = radiation, 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
19.8 0.209 14.3 0.674 0.531 -0.323 0.0638 -0.217 0.252 8.05 7.88 10 -- --
19.83 0.207 14.3 0.683 0.523 -0.318 0.268 -- 0.269 8.19 8.047 8 -- --
19.66 0.206 14.3 0.674 0.532 -0.321 -- -0.246 0.26 8.06 7.88 8 -- --
20 0.208 14.3 0.689 0.532 -0.317 -- -- 0.265 8.1 8.28 6 -- --
31.1 0.261 14.3 0.679 -- -0.497 -- -0.227 0.289 -- 5.07 5 -- --
22.94 0.225 14.3 0.657 0.779 -- 0.32 -- 0.264 9.58 -- -- -- --
23.32 0.226 14.3 0.668 0.778 -- -- -- 0.265 9.54 -- -- -- --
29.35 0.252 14.3 0.692 -- -0.528 -- -- 0.275 -- 5.128 4 -- --
32.24 0.266 14.3 -- 0.6 -0.266 -- -- 0.195 8.39 10.17 8 -- --
59.05 0.359 14.3 0.663 -- -- -- -- 0.267 -- -- -- -- --
35.09 0.277 14.3 -- 0.778 -- -- -- 0.19 9.48 -- -- -- --
42.11 0.302 14.3 -- -- -0.516 -- -- 0.267 -- 4.85 4 -- --
70.63 0.392 14.3 -- -- -- -- -- 0.193 -- -- -- -- --

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 17.77 temperature 15.0 270 > th dose dependent rect. 14 5
3 17.88 temperature 15.0 270 > th dose dependent rect. 15 2
6 17.93 humidity 70.0 270 > th dose independent rect. 17 7
8 17.94 radiation 1.0 270 < th dose dependent rect. 16 8
13 17.98 atmosphere 995.0 90 > th dose dependent rect. 19 6
15 18.00 temperature 20.0 270 > th dose independent rect. 13 6
19 18.01 radiation 1.0 270 < th dose independent rect. 16 8
24 18.05 atmosphere 995.0 270 > th dose dependent rect. 19 4
26 18.06 temperature 30.0 270 < th dose independent rect. 17 7
30 18.11 temperature 20.0 270 > th dose independent rect. 15 2
42 18.15 temperature 15.0 10 > th dose dependent rect. 16 4
52 18.22 wind 1.0 270 > th dose independent rect. 19 4
57 18.24 humidity 70.0 270 > th dose independent rect. 19 4
61 18.25 temperature 20.0 10 > th dose independent rect. 16 4
75 18.31 radiation 1.0 270 > th dose independent rect. 14 5
99 18.35 precipitation 0.1 270 < th dose independent rect. 23 20
102 18.35 precipitation 0.1 270 < th dose dependent rect. 23 20
127 18.39 temperature 15.0 270 > th dose independent rect. 14 15
128 18.39 radiation 1.0 270 < th dose dependent sin 16 NA
136 18.40 radiation 10.0 10 < th dose dependent rect. 1 19
137 18.41 wind 7.0 270 < th dose independent rect. 19 4
145 18.42 radiation 1.0 270 > th dose independent sin 16 NA
152 18.43 humidity 90.0 270 < th dose independent rect. 15 2
153 18.43 temperature 10.0 270 > th dose independent rect. 19 4
154 18.43 temperature 30.0 270 < th dose independent rect. 19 4
156 18.43 atmosphere 995.0 270 > th dose independent rect. 19 4
157 18.43 radiation 1.0 270 < th dose independent rect. 19 4
164 18.43 temperature 10.0 270 > th dose independent rect. 23 20
165 18.43 atmosphere 1015.0 270 < th dose independent rect. 23 20
166 18.43 radiation 1.0 270 < th dose dependent rect. 19 4
171 18.43 humidity 50.0 270 > th dose dependent rect. 17 7
181 18.46 precipitation 0.1 270 < th dose independent rect. 19 4
183 18.46 temperature 10.0 270 > th dose independent rect. 4 10
184 18.46 atmosphere 995.0 270 > th dose independent rect. 4 10
185 18.46 atmosphere 1015.0 270 < th dose independent rect. 4 10
188 18.46 precipitation 0.1 270 < th dose dependent rect. 19 4
191 18.46 humidity 50.0 90 > th dose dependent rect. 19 6
192 18.46 temperature 10.0 10 > th dose dependent rect. 6 10
193 18.47 radiation 1.0 270 < th dose independent sin 16 NA
197 18.47 precipitation 0.1 270 < th dose independent rect. 4 10
199 18.47 precipitation 0.1 270 < th dose dependent rect. 4 10
201 18.48 wind 9.0 270 < th dose independent rect. 4 10
203 18.49 humidity 90.0 270 < th dose independent rect. 14 5
209 18.51 wind 7.0 90 < th dose independent rect. 19 6
211 18.51 radiation 1.0 270 < th dose dependent rect. 7 17
212 18.51 temperature 10.0 10 > th dose dependent rect. 20 20
221 18.53 wind 1.0 270 > th dose independent rect. 13 6
224 18.53 precipitation 0.1 270 < th dose independent rect. 14 14
225 18.53 wind 9.0 270 < th dose independent rect. 23 20
226 18.53 atmosphere 995.0 10 > th dose dependent rect. 20 5
229 18.53 precipitation 0.1 270 < th dose dependent rect. 14 14
235 18.54 atmosphere 995.0 10 > th dose dependent rect. 20 7
242 18.56 wind 9.0 270 < th dose independent rect. 14 14
244 18.56 wind 9.0 270 < th dose independent rect. 17 22
249 18.57 precipitation 0.1 270 < th dose independent rect. 15 2
251 18.57 atmosphere 995.0 270 > th dose independent rect. 18 6
254 18.57 radiation 1.0 270 < th dose independent rect. 7 17
256 18.57 precipitation 0.1 270 < th dose dependent rect. 15 2
273 18.59 temperature 10.0 90 > th dose independent rect. 19 6
283 18.59 temperature 10.0 90 > th dose independent rect. 1 18
284 18.59 atmosphere 1015.0 90 < th dose independent rect. 1 18
299 18.61 radiation 40.0 270 < th dose independent rect. 15 2
315 18.62 temperature 10.0 270 > th dose independent rect. 15 2
317 18.62 atmosphere 1010.0 270 < th dose independent rect. 15 2
333 18.62 temperature 10.0 270 > th dose independent rect. 17 22
344 18.63 wind 1.0 270 > th dose independent rect. 15 2
347 18.63 precipitation 0.1 90 < th dose independent rect. 19 6
353 18.63 humidity 50.0 270 > th dose dependent rect. 19 4
354 18.63 precipitation 0.1 90 < th dose dependent rect. 19 6
356 18.64 wind 3.0 270 > th dose independent rect. 14 4
366 18.65 wind 9.0 270 < th dose independent rect. 15 2
369 18.65 radiation 40.0 270 < th dose independent rect. 14 14
370 18.65 wind 1.0 270 > th dose independent rect. 24 19
374 18.65 temperature 10.0 270 > th dose dependent rect. 5 9
379 18.66 radiation 1.0 270 > th dose dependent rect. 16 1
380 18.66 wind 1.0 270 > th dose dependent rect. 15 2
386 18.66 radiation 10.0 10 < th dose dependent rect. 3 17
388 18.67 wind 9.0 90 < th dose independent rect. 1 18
389 18.67 atmosphere 995.0 90 > th dose independent rect. 1 18
401 18.69 atmosphere 995.0 270 > th dose independent rect. 17 22
404 18.69 wind 9.0 90 < th dose dependent rect. 19 6
408 18.70 precipitation 0.1 270 < th dose independent rect. 14 4
413 18.70 precipitation 0.1 270 < th dose dependent rect. 14 4
423 18.71 atmosphere 995.0 270 > th dose independent rect. 18 20
433 18.72 wind 9.0 270 < th dose independent rect. 18 20
438 18.73 humidity 90.0 10 < th dose independent rect. 16 4
476 18.77 temperature 10.0 270 > th dose independent rect. 14 4
478 18.77 atmosphere 1010.0 270 < th dose independent rect. 14 4
483 18.77 radiation 10.0 10 < th dose independent rect. 13 7
491 18.77 temperature 10.0 270 > th dose independent rect. 18 20
493 18.77 wind 1.0 270 > th dose dependent rect. 13 6
495 18.78 wind 9.0 270 < th dose independent rect. 14 4
498 18.78 wind 9.0 270 < th dose independent rect. 19 18
500 18.78 wind 9.0 270 < th dose dependent rect. 19 4
509 18.79 wind 1.0 270 > th dose dependent rect. 14 4
510 18.79 radiation 1.0 270 > th dose dependent rect. 15 4
527 18.80 wind 5.0 10 < th dose independent rect. 20 5
534 18.81 radiation 40.0 270 < th dose independent rect. 14 4
536 18.81 temperature 10.0 270 > th dose independent rect. 13 6
539 18.81 atmosphere 1010.0 270 < th dose independent rect. 13 6
553 18.81 temperature 10.0 270 > th dose independent rect. 19 18
554 18.81 atmosphere 995.0 270 > th dose independent rect. 19 18
582 18.82 atmosphere 995.0 270 > th dose independent rect. 23 20
590 18.82 radiation 40.0 90 < th dose dependent rect. 1 18
606 18.84 wind 9.0 270 < th dose independent rect. 13 6
633 18.86 humidity 50.0 90 > th dose independent rect. 1 18
678 18.87 precipitation 0.1 10 < th dose independent rect. 1 19
688 18.87 radiation 1.0 1440 < th dose dependent rect. 20 6
690 18.87 precipitation 0.1 10 < th dose dependent rect. 1 19
698 18.88 temperature 15.0 10 > th dose independent rect. 16 14
707 18.89 precipitation 0.1 10 < th dose independent rect. 20 5
708 18.89 temperature 10.0 1440 > th dose independent rect. 20 6
711 18.89 temperature 30.0 1440 < th dose independent rect. 20 6
715 18.89 humidity 50.0 1440 > th dose independent rect. 20 6
721 18.89 atmosphere 995.0 1440 > th dose independent rect. 20 6
722 18.89 radiation 1.0 1440 < th dose independent rect. 20 6
742 18.89 temperature 10.0 1440 > th dose independent rect. 2 18
747 18.89 precipitation 0.1 270 < th dose independent rect. 18 20
749 18.89 precipitation 0.1 10 < th dose dependent rect. 20 5
760 18.89 precipitation 0.1 270 < th dose dependent rect. 18 20
762 18.90 precipitation 0.1 10 < th dose independent rect. 16 4
767 18.90 precipitation 0.1 270 < th dose independent rect. 19 18
768 18.90 wind 9.0 10 < th dose independent rect. 20 20
769 18.90 precipitation 0.1 10 < th dose dependent rect. 16 4
774 18.90 precipitation 0.1 270 < th dose dependent rect. 19 18
813 18.92 temperature 10.0 10 > th dose independent rect. 20 5
814 18.92 temperature 30.0 10 < th dose independent rect. 20 5
815 18.92 humidity 50.0 10 > th dose independent rect. 20 5
819 18.92 atmosphere 995.0 10 > th dose independent rect. 20 5
820 18.92 radiation 1.0 10 < th dose independent rect. 20 5
827 18.92 radiation 30.0 270 < th dose independent rect. 23 10
829 18.92 temperature 10.0 10 > th dose independent rect. 1 19
831 18.92 atmosphere 1015.0 10 < th dose independent rect. 1 19
840 18.92 radiation 1.0 10 < th dose dependent rect. 20 5
891 18.94 radiation 20.0 10 < th dose dependent rect. 13 7
894 18.95 atmosphere 995.0 270 > th dose independent rect. 15 2
908 18.96 wind 1.0 10 > th dose independent rect. 16 4
927 18.96 humidity 50.0 10 > th dose independent rect. 1 19
958 18.97 atmosphere 1015.0 270 < th dose dependent rect. 15 2
971 18.98 wind 1.0 90 > th dose independent rect. 3 16
972 18.98 humidity 50.0 270 > th dose independent rect. 19 18
980 18.98 radiation 40.0 10 < th dose dependent rect. 14 6
985 18.99 temperature 10.0 10 > th dose independent rect. 16 4
987 18.99 atmosphere 1010.0 10 < th dose independent rect. 16 4
989 18.99 radiation 40.0 10 < th dose independent rect. 16 4