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Os03g0417900

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

Description : Similar to ARE1-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.98 (0.0222) R2 : 0.231
β1 : 0.854 (0.0813) R2dD : 0.193 R2D : 0.118
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.335 (0.0474) R2dN8 : 0.113 R2N8 : 0.0379
σ : 0.417
deviance : 79.6
__
_____
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 = 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
65.12 0.379 7.98 0.887 0.465 0.624 0.258 0.0897 0.331 12.8 17.81 11 -- --
65.14 0.376 7.97 0.885 0.46 0.62 0.188 -- 0.333 12.8 17.81 11 -- --
65.24 0.376 7.97 0.885 0.464 0.622 -- -0.0715 0.339 12.7 17.78 11 -- --
65.27 0.376 7.97 0.89 0.463 0.622 -- -- 0.331 12.7 17.76 11 -- --
71.39 0.394 7.98 0.87 -- 0.335 -- -0.0787 0.351 -- 19.82 19 -- --
78.52 0.415 7.98 0.866 0.0738 -- 0.545 -- 0.335 19 -- -- -- --
78.96 0.416 7.98 0.852 0.103 -- -- -- 0.335 22.1 -- -- -- --
70.91 0.392 7.98 0.865 -- 0.317 -- -- 0.326 -- 17.81 9 -- --
86.15 0.432 7.99 -- 0.417 0.589 -- -- 0.235 12.6 17.85 12 -- --
79.6 0.417 7.98 0.854 -- -- -- -- 0.335 -- -- -- -- --
98.11 0.463 8 -- 0.108 -- -- -- 0.24 22.7 -- -- -- --
90.17 0.442 8 -- -- 0.347 -- -- 0.237 -- 19.86 12 -- --
98.83 0.464 8 -- -- -- -- -- 0.24 -- -- -- -- --

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 57.34 temperature 25.0 270 < th dose independent rect. 1 6
6 59.38 temperature 30.0 270 < th dose dependent rect. 1 6
11 59.84 radiation 30.0 10 < th dose dependent rect. 5 17
12 59.90 radiation 20.0 10 < th dose independent rect. 5 17
13 60.02 radiation 20.0 270 < th dose independent rect. 1 7
14 60.07 wind 7.0 270 < th dose independent rect. 7 18
21 60.46 temperature 15.0 270 > th dose independent rect. 13 18
22 60.46 wind 9.0 270 < th dose independent rect. 6 21
23 60.49 radiation 40.0 270 < th dose dependent rect. 1 7
25 60.50 atmosphere 1010.0 270 < th dose independent rect. 12 9
26 60.50 precipitation 0.1 270 < th dose independent rect. 7 18
27 60.50 precipitation 0.1 270 < th dose dependent rect. 7 18
29 60.54 humidity 70.0 270 > th dose independent rect. 1 6
30 60.55 temperature 10.0 270 > th dose independent rect. 1 6
33 60.55 humidity 50.0 270 > th dose independent rect. 1 6
35 60.55 atmosphere 995.0 270 > th dose independent rect. 1 6
36 60.55 atmosphere 1015.0 270 < th dose independent rect. 1 6
39 60.55 temperature 10.0 270 > th dose independent rect. 7 18
40 60.56 wind 9.0 270 < th dose independent rect. 1 6
43 60.63 radiation 40.0 270 < th dose dependent rect. 2 5
64 60.75 precipitation 0.1 270 < th dose independent rect. 1 6
65 60.75 precipitation 0.1 270 < th dose dependent rect. 1 6
80 60.94 atmosphere 1010.0 270 < th dose independent rect. 3 3
85 60.98 radiation 30.0 10 < th dose dependent rect. 5 13
87 61.00 radiation 10.0 270 < th dose independent rect. 3 3
88 61.00 humidity 50.0 270 > th dose dependent rect. 1 6
89 61.04 wind 9.0 270 < th dose independent rect. 3 3
90 61.04 temperature 10.0 270 > th dose independent rect. 3 3
93 61.04 humidity 50.0 270 > th dose independent rect. 3 3
96 61.04 atmosphere 995.0 270 > th dose independent rect. 3 3
101 61.04 temperature 10.0 270 > th dose independent rect. 6 21
102 61.04 radiation 40.0 270 < th dose dependent rect. 3 3
105 61.06 precipitation 0.1 270 < th dose independent rect. 6 21
107 61.06 precipitation 0.1 270 < th dose dependent rect. 6 21
110 61.10 temperature 15.0 270 > th dose independent rect. 12 9
120 61.17 wind 9.0 270 < th dose dependent rect. 7 18
123 61.26 wind 9.0 270 < th dose independent rect. 7 6
136 61.31 precipitation 0.1 270 < th dose independent rect. 3 3
137 61.31 precipitation 0.1 270 < th dose dependent rect. 3 3
146 61.36 temperature 10.0 270 > th dose independent rect. 7 6
147 61.36 atmosphere 995.0 270 > th dose independent rect. 7 6
148 61.36 atmosphere 1015.0 270 < th dose independent rect. 7 6
149 61.36 precipitation 0.1 270 < th dose independent rect. 7 6
151 61.36 humidity 50.0 270 > th dose dependent rect. 3 3
152 61.36 precipitation 0.1 270 < th dose dependent rect. 7 6
156 61.42 radiation 1.0 270 > th dose independent rect. 7 6
165 61.47 atmosphere 1010.0 270 < th dose independent rect. 13 18
169 61.50 wind 9.0 270 < th dose independent rect. 21 15
173 61.54 wind 7.0 270 < th dose independent rect. 18 9
179 61.57 atmosphere 995.0 270 > th dose independent rect. 13 18
193 61.70 temperature 10.0 270 > th dose independent rect. 21 15
194 61.70 atmosphere 995.0 270 > th dose independent rect. 21 15
195 61.70 radiation 40.0 270 < th dose independent rect. 13 18
206 61.78 humidity 50.0 270 > th dose independent rect. 7 6
214 61.82 wind 9.0 270 < th dose independent rect. 13 18
215 61.83 precipitation 0.1 270 < th dose independent rect. 21 15
217 61.83 precipitation 0.1 270 < th dose dependent rect. 21 15
221 61.87 wind 1.0 270 > th dose independent rect. 7 19
241 62.04 radiation 20.0 10 < th dose independent rect. 5 13
260 62.18 radiation 30.0 10 < th dose dependent rect. 5 5
272 62.20 atmosphere 995.0 270 > th dose independent rect. 12 8
278 62.25 temperature 10.0 270 > th dose independent rect. 18 9
279 62.25 humidity 50.0 270 > th dose independent rect. 18 9
280 62.25 radiation 20.0 270 < th dose independent rect. 18 9
283 62.25 temperature 10.0 270 > th dose independent rect. 3 15
284 62.25 humidity 50.0 270 > th dose independent rect. 21 15
285 62.25 atmosphere 1015.0 270 < th dose independent rect. 3 15
301 62.28 radiation 40.0 270 < th dose dependent rect. 18 9
309 62.33 humidity 50.0 270 > th dose independent rect. 14 17
311 62.36 atmosphere 995.0 270 > th dose independent rect. 18 9
323 62.42 radiation 1.0 1440 > th dose independent rect. 12 1
328 62.43 precipitation 0.1 270 < th dose independent rect. 18 9
332 62.43 precipitation 0.1 270 < th dose dependent rect. 18 9
336 62.45 wind 1.0 270 > th dose independent rect. 12 9
337 62.45 wind 9.0 270 < th dose independent rect. 12 9
340 62.47 precipitation 0.1 270 < th dose independent rect. 13 18
341 62.47 wind 9.0 270 < th dose dependent rect. 7 6
342 62.47 precipitation 0.1 270 < th dose dependent rect. 13 18
381 62.65 precipitation 0.1 270 < th dose independent rect. 12 9
383 62.65 radiation 20.0 10 < th dose independent rect. 3 19
384 62.65 precipitation 0.1 270 < th dose dependent rect. 12 9
390 62.67 wind 1.0 270 > th dose independent rect. 7 6
402 62.69 wind 1.0 270 > th dose independent rect. 1 6
405 62.70 wind 9.0 270 < th dose dependent rect. 3 3
426 62.84 atmosphere 995.0 270 > th dose independent rect. 7 18
454 62.92 atmosphere 995.0 10 > th dose dependent rect. 21 8
460 62.96 atmosphere 995.0 270 > th dose independent rect. 3 15
466 62.99 radiation 20.0 30 < th dose independent rect. 5 5
508 63.03 wind 9.0 270 < th dose dependent rect. 2 5
539 63.12 radiation 20.0 10 < th dose dependent sin 23 NA
544 63.13 wind 9.0 270 < th dose independent rect. 3 15
561 63.21 radiation 20.0 10 < th dose independent rect. 5 3
585 63.29 radiation 40.0 30 < th dose independent rect. 5 16
600 63.33 radiation 10.0 270 < th dose dependent rect. 2 11
607 63.36 precipitation 0.1 270 < th dose independent rect. 3 15
609 63.36 precipitation 0.1 270 < th dose dependent rect. 3 15
616 63.41 humidity 60.0 10 > th dose dependent rect. 5 5
634 63.49 radiation 1.0 270 < th dose independent rect. 3 12
645 63.53 radiation 1.0 10 < th dose dependent sin 11 NA
660 63.57 humidity 50.0 270 > th dose independent rect. 12 8
670 63.59 radiation 10.0 270 < th dose dependent rect. 2 16
673 63.60 atmosphere 1015.0 270 < th dose dependent rect. 1 6
694 63.65 temperature 30.0 270 < th dose independent rect. 18 9
696 63.66 humidity 70.0 10 > th dose independent rect. 5 3
701 63.67 humidity 50.0 10 > th dose dependent rect. 5 3
702 63.68 wind 1.0 270 > th dose independent rect. 18 8
739 63.75 humidity 90.0 270 < th dose independent rect. 20 16
741 63.75 atmosphere 995.0 270 > th dose dependent rect. 18 9
762 63.82 humidity 90.0 270 > th dose independent rect. 1 6
763 63.82 wind 7.0 10 < th dose independent rect. 8 21
780 63.85 radiation 40.0 90 < th dose dependent rect. 15 18
843 63.93 temperature 30.0 270 < th dose independent rect. 19 7
855 63.93 atmosphere 995.0 270 > th dose dependent rect. 3 3
856 63.93 atmosphere 1015.0 270 < th dose dependent rect. 3 3
862 63.94 atmosphere 1000.0 10 > th dose independent rect. 5 3
897 63.97 atmosphere 995.0 270 > th dose independent rect. 6 21
925 64.02 temperature 10.0 270 > th dose dependent rect. 3 3
934 64.04 atmosphere 1015.0 270 < th dose independent rect. 7 18
974 64.13 wind 9.0 270 < th dose dependent rect. 18 8
975 64.13 radiation 40.0 10 < th dose dependent rect. 14 20