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Os07g0121400

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.16 (0.223) R2 : 0.667
β1 : 10.3 (2.05) R2dD : 3.54 R2D : -5.35
β2 : 2.35 (0.107) R2dC : 0.391 R2C : -0.41
β3 : -11.6 (2.2) R2dE : 6.5 R2E : -9.38
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 120 (20.6) R2dD*E : 11.9 R2D*E : -7.66
γ1 : -0.026 (0.0891) R2dN8 : 8.72e-05 R2N8 : -0.924
σ : 0.769
deviance : 272.47
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_____
C
peak time of C : 2.88
E
wheather : temperature
threshold : 30.08
memory length : 775
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.9
open length of G : 5.97

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = rect.)

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
272.57 0.776 7.17 10.2 2.35 -11.6 0.116 120 -0.0266 2.88 30.06 772 18 1.25
318.61 0.838 8.5 -1.43 2.98 -1.15 0.871 -- -0.306 2.78 3.792 3 23 1.96
272.47 0.769 7.16 10.3 2.35 -11.6 -- 120 -0.026 2.88 30.08 775 17.9 5.97
319.07 0.832 8.49 -1.42 2.99 -1.13 -- -- -0.297 2.79 3.555 3 23 1.95
572.25 1.11 7.12 10.5 -- -11.2 -- 124 0.114 -- 29.96 800 18.1 5.6
343.89 0.869 8.46 -1.44 2.73 -- 0.851 -- -0.178 3.14 -- -- -- --
346.25 0.871 8.47 -1.46 2.73 -- -- -- -0.183 3.12 -- -- -- --
324.13 0.839 8.53 -1.72 -- 3 -- -- -0.372 -- 9.899 529 20.5 5.74
372.27 0.899 8.45 -- 3.01 -1 -- -- -0.128 2.69 -29.3 2 23.5 1.53
771.13 1.3 8.46 -1.34 -- -- -- -- -0.112 -- -- -- -- --
402.27 0.938 8.43 -- 2.7 -- -- -- -0.0205 3.12 -- -- -- --
397.46 0.929 8.47 -- -- 2.99 -- -- -0.184 -- 8.874 524 20.1 6.62
818.62 1.34 8.43 -- -- -- -- -- 0.0373 -- -- -- -- --

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
1 272.85 temperature 30.0 720 > th dose dependent rect. 18 1
30 278.60 temperature 15.0 270 > th dose dependent rect. 24 6
31 278.99 atmosphere 1015.0 270 < th dose independent rect. 14 15
32 279.20 temperature 15.0 270 > th dose dependent rect. 1 4
34 280.05 temperature 20.0 270 > th dose independent rect. 1 4
36 280.19 atmosphere 1000.0 270 > th dose independent rect. 19 5
38 280.83 wind 1.0 14400 < th dose dependent rect. 19 8
47 281.63 temperature 30.0 720 > th dose independent rect. 18 1
61 281.69 temperature 20.0 270 > th dose independent rect. 1 18
62 282.06 atmosphere 1015.0 270 < th dose independent rect. 24 19
64 282.12 temperature 10.0 270 > th dose independent rect. 19 5
65 282.12 temperature 30.0 270 < th dose independent rect. 19 5
66 282.12 humidity 50.0 270 > th dose independent rect. 19 5
68 282.12 radiation 1.0 270 < th dose independent rect. 19 5
73 282.12 temperature 10.0 270 > th dose independent rect. 24 19
74 282.12 radiation 1.0 270 < th dose dependent rect. 19 5
80 282.24 wind 9.0 270 < th dose independent rect. 19 5
99 282.47 precipitation 0.1 270 < th dose independent rect. 24 19
100 282.47 precipitation 0.1 270 < th dose dependent rect. 24 19
106 282.61 wind 9.0 270 < th dose dependent rect. 19 5
109 282.86 wind 7.0 270 < th dose independent rect. 5 10
114 283.06 temperature 20.0 90 > th dose independent rect. 3 16
117 283.17 humidity 50.0 1440 < th dose independent rect. 16 1
119 283.27 precipitation 0.1 270 < th dose independent rect. 5 10
120 283.27 precipitation 0.1 270 < th dose dependent rect. 5 10
121 283.29 precipitation 0.1 270 < th dose independent rect. 19 5
122 283.29 precipitation 0.1 270 < th dose dependent rect. 19 5
126 283.61 humidity 50.0 1440 < th dose dependent rect. 16 1
133 283.84 wind 9.0 270 < th dose independent rect. 24 19
138 284.31 radiation 40.0 270 < th dose independent rect. 14 15
164 285.03 temperature 10.0 270 > th dose independent rect. 5 10
165 285.03 atmosphere 1015.0 270 < th dose independent rect. 5 10
166 285.03 temperature 10.0 270 > th dose independent rect. 15 14
169 285.15 atmosphere 995.0 270 > th dose independent rect. 5 10
177 285.64 temperature 10.0 270 > th dose dependent rect. 14 15
182 285.94 wind 1.0 14400 < th dose independent rect. 20 7
183 285.96 wind 9.0 270 < th dose dependent rect. 6 18
191 286.15 wind 3.0 10 < th dose dependent rect. 3 3
192 286.25 temperature 10.0 90 > th dose independent rect. 19 8
193 286.25 temperature 30.0 90 < th dose independent rect. 19 8
194 286.25 humidity 50.0 90 > th dose independent rect. 19 8
196 286.25 atmosphere 995.0 90 > th dose independent rect. 19 8
197 286.25 radiation 1.0 90 < th dose independent rect. 19 8
202 286.25 temperature 10.0 90 > th dose independent rect. 3 16
203 286.25 atmosphere 1015.0 90 < th dose independent rect. 3 16
209 286.26 wind 9.0 90 < th dose dependent rect. 19 7
210 286.29 precipitation 0.1 90 < th dose independent rect. 3 16
212 286.29 precipitation 0.1 90 < th dose dependent rect. 3 16
218 286.42 wind 9.0 90 < th dose independent rect. 19 8
220 286.47 humidity 50.0 90 > th dose dependent rect. 19 8
223 286.60 wind 9.0 270 < th dose independent rect. 15 14
224 286.60 radiation 1.0 270 < th dose dependent rect. 24 19
244 286.68 precipitation 0.1 270 < th dose independent rect. 15 14
245 286.68 precipitation 0.1 270 < th dose dependent rect. 15 14
247 286.74 wind 1.0 90 < th dose independent rect. 4 1
249 286.76 radiation 1.0 270 < th dose independent rect. 24 19
256 286.90 humidity 50.0 270 > th dose dependent rect. 19 5
262 286.99 wind 3.0 270 < th dose independent rect. 1 4
265 287.07 temperature 20.0 10 > th dose independent rect. 2 4
268 287.17 radiation 1.0 270 < th dose independent rect. 24 16
269 287.23 wind 3.0 90 < th dose dependent rect. 3 2
270 287.24 wind 5.0 270 < th dose dependent rect. 1 4
275 287.28 wind 7.0 270 < th dose independent rect. 5 20
277 287.35 atmosphere 995.0 270 > th dose dependent rect. 19 5
279 287.40 atmosphere 1015.0 270 < th dose independent rect. 23 22
284 287.49 temperature 30.0 90 < th dose dependent rect. 19 8
285 287.50 atmosphere 1005.0 270 > th dose independent rect. 1 4
299 287.60 temperature 30.0 90 < th dose dependent rect. 21 6
309 287.77 wind 7.0 270 < th dose independent rect. 6 18
325 287.88 temperature 10.0 90 > th dose dependent rect. 17 13
331 287.98 temperature 30.0 270 < th dose dependent rect. 20 4
334 288.04 wind 1.0 270 > th dose independent rect. 19 6
340 288.13 wind 1.0 14400 < th dose dependent sin 14 NA
344 288.19 wind 9.0 270 < th dose dependent rect. 24 6
346 288.20 temperature 30.0 10 < th dose dependent rect. 20 6
348 288.22 temperature 30.0 1440 < th dose independent rect. 18 12
351 288.25 temperature 20.0 10 > th dose dependent rect. 2 4
355 288.28 humidity 50.0 270 > th dose dependent rect. 1 4
360 288.33 radiation 1.0 270 > th dose independent rect. 4 11
379 288.41 temperature 30.0 1440 < th dose independent rect. 18 3
410 288.57 atmosphere 1005.0 270 > th dose independent rect. 24 6
420 288.80 wind 1.0 14400 > th dose independent rect. 19 8
424 288.87 precipitation 0.1 90 < th dose independent rect. 19 8
425 288.87 precipitation 0.1 90 < th dose dependent rect. 19 8
428 288.94 wind 9.0 90 < th dose independent rect. 3 16
438 289.00 radiation 40.0 14400 > th dose dependent rect. 14 19
441 289.03 wind 9.0 10 < th dose dependent rect. 20 6
468 289.17 temperature 30.0 1440 < th dose independent rect. 18 7
471 289.18 atmosphere 995.0 90 > th dose dependent rect. 19 7
497 289.42 radiation 40.0 270 < th dose dependent rect. 24 9
516 289.58 temperature 20.0 90 > th dose independent rect. 16 14
517 289.58 radiation 10.0 270 < th dose dependent rect. 24 7
521 289.64 humidity 50.0 270 > th dose dependent rect. 24 6
532 289.74 temperature 30.0 1440 < th dose independent rect. 18 14
542 289.80 radiation 40.0 14400 > th dose dependent rect. 8 1
574 289.96 humidity 50.0 270 > th dose independent rect. 5 9
575 289.96 radiation 1.0 270 < th dose dependent rect. 1 4
581 290.02 precipitation 0.1 270 < th dose independent rect. 1 4
583 290.02 precipitation 0.1 270 < th dose dependent rect. 1 4
591 290.11 radiation 1.0 270 < th dose independent rect. 1 4
596 290.12 temperature 10.0 270 > th dose independent rect. 1 4
598 290.12 temperature 30.0 270 < th dose independent rect. 1 4
599 290.12 humidity 50.0 270 > th dose independent rect. 1 4
602 290.12 atmosphere 995.0 270 > th dose independent rect. 1 4
603 290.12 atmosphere 1010.0 270 < th dose independent rect. 1 4
608 290.12 temperature 10.0 270 > th dose independent rect. 5 20
609 290.13 wind 9.0 270 < th dose independent rect. 1 4
611 290.17 radiation 40.0 14400 > th dose dependent rect. 14 2
631 290.20 atmosphere 995.0 270 > th dose independent rect. 5 20
662 290.41 atmosphere 995.0 270 > th dose independent rect. 6 18
666 290.42 humidity 50.0 10 > th dose dependent rect. 20 6
669 290.44 atmosphere 995.0 270 > th dose independent rect. 24 19
683 290.61 precipitation 0.1 270 < th dose independent rect. 24 6
684 290.61 precipitation 0.1 270 < th dose dependent rect. 24 6
693 290.66 radiation 1.0 270 < th dose dependent rect. 5 20
699 290.69 atmosphere 1015.0 270 < th dose independent rect. 24 6
702 290.71 radiation 1.0 90 < th dose independent rect. 3 16
711 290.75 temperature 10.0 270 > th dose independent rect. 24 6
713 290.75 temperature 30.0 270 < th dose independent rect. 24 6
714 290.75 humidity 50.0 270 > th dose independent rect. 24 6
717 290.75 atmosphere 995.0 270 > th dose independent rect. 24 6
721 290.75 temperature 10.0 270 > th dose independent rect. 6 18
724 290.76 wind 9.0 270 < th dose independent rect. 24 6
733 290.84 radiation 40.0 270 < th dose independent rect. 24 19
767 291.05 humidity 60.0 720 < th dose independent rect. 18 1
788 291.11 radiation 1.0 720 > th dose independent rect. 18 1
864 291.41 wind 1.0 30 > th dose independent rect. 20 21
869 291.44 humidity 50.0 270 > th dose dependent rect. 24 9
875 291.48 humidity 60.0 720 < th dose dependent rect. 18 1
898 291.57 atmosphere 995.0 90 > th dose independent rect. 3 16
936 291.79 precipitation 0.1 270 < th dose independent rect. 5 20
951 291.79 precipitation 0.1 270 < th dose dependent rect. 5 20
976 292.00 precipitation 0.1 270 < th dose independent rect. 6 18
979 292.00 precipitation 0.1 270 < th dose dependent rect. 6 18
981 292.02 temperature 10.0 270 > th dose dependent rect. 5 9