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Os02g0151400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.2 (0.0141) R2 : 0.0569
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.156 (0.0297) R2dN8 : 0.0735 R2N8 : 0.0569
σ : 0.266
deviance : 32.4
__
_____
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
22.83 0.224 12.1 0.22 0.366 -0.703 0.0537 1 0.0908 3.5 49.94 4297 -- --
23.42 0.225 12.2 0.136 0.356 -0.386 0.0882 -- 0.107 3.54 49.04 4110 -- --
22.84 0.223 12.1 0.22 0.366 -0.706 -- 1.01 0.0903 3.49 49.85 4297 -- --
23.43 0.225 12.2 0.133 0.356 -0.382 -- -- 0.108 3.5 49.03 4073 -- --
30.17 0.256 12.1 0.196 -- -0.526 -- 0.6 0.105 -- 50 4332 -- --
26.11 0.24 12.2 -0.0186 0.337 -- 0.027 -- 0.146 3.73 -- -- -- --
26.11 0.239 12.2 -0.019 0.337 -- -- -- 0.146 3.72 -- -- -- --
30.32 0.258 12.2 -0.00724 -- -0.221 -- -- 0.123 -- 62.06 4735 -- --
23.44 0.225 12.2 -- 0.364 -0.443 -- -- 0.102 3.5 49 2545 -- --
32.4 0.266 12.2 -0.00497 -- -- -- -- 0.155 -- -- -- -- --
26.12 0.239 12.2 -- 0.337 -- -- -- 0.148 3.72 -- -- -- --
30.32 0.257 12.2 -- -- -0.221 -- -- 0.124 -- 62.06 4735 -- --
32.4 0.266 12.2 -- -- -- -- -- 0.156 -- -- -- -- --

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 19.64 temperature 10.0 270 > th dose dependent rect. 3 15
10 20.46 temperature 10.0 10 > th dose dependent rect. 5 15
15 20.57 temperature 30.0 270 < th dose dependent rect. 7 7
42 21.00 radiation 1.0 90 < th dose dependent sin 12 NA
48 21.12 temperature 30.0 10 < th dose independent rect. 9 20
53 21.17 radiation 1.0 90 < th dose independent sin 12 NA
54 21.19 radiation 1.0 90 > th dose independent sin 12 NA
63 21.28 temperature 15.0 270 > th dose independent rect. 18 9
67 21.33 temperature 10.0 270 > th dose dependent rect. 18 9
81 21.42 radiation 1.0 90 > th dose independent rect. 16 17
86 21.50 humidity 50.0 270 > th dose independent rect. 6 23
95 21.55 humidity 50.0 270 > th dose independent rect. 17 10
96 21.55 humidity 50.0 270 > th dose independent rect. 7 20
103 21.59 temperature 25.0 270 < th dose independent rect. 7 8
104 21.59 temperature 20.0 720 > th dose dependent rect. 5 3
111 21.61 radiation 10.0 270 < th dose dependent rect. 17 10
115 21.62 radiation 10.0 270 < th dose independent rect. 17 10
124 21.63 temperature 10.0 270 > th dose independent rect. 3 15
125 21.63 atmosphere 1015.0 270 < th dose independent rect. 3 15
129 21.64 wind 9.0 270 < th dose independent rect. 18 9
137 21.66 temperature 30.0 270 < th dose independent rect. 7 20
155 21.72 radiation 1.0 90 < th dose dependent rect. 19 11
157 21.73 atmosphere 995.0 270 > th dose independent rect. 18 9
159 21.73 temperature 10.0 270 > th dose dependent rect. 12 6
163 21.74 precipitation 0.1 270 < th dose independent rect. 18 9
164 21.74 atmosphere 995.0 270 > th dose independent rect. 13 18
165 21.74 precipitation 0.1 270 < th dose dependent rect. 18 9
167 21.75 radiation 1.0 270 > th dose independent rect. 12 19
171 21.76 temperature 10.0 270 > th dose independent rect. 7 6
172 21.76 atmosphere 995.0 270 > th dose independent rect. 7 6
173 21.76 atmosphere 1015.0 270 < th dose independent rect. 7 6
174 21.76 temperature 10.0 270 > th dose independent rect. 13 18
177 21.77 precipitation 0.1 270 < th dose independent rect. 7 6
180 21.77 precipitation 0.1 270 < th dose dependent rect. 7 6
182 21.78 wind 9.0 270 < th dose independent rect. 7 6
187 21.78 atmosphere 995.0 270 > th dose independent rect. 3 15
192 21.78 temperature 10.0 10 > th dose dependent rect. 20 9
195 21.79 temperature 30.0 270 < th dose independent rect. 18 9
196 21.79 wind 9.0 270 < th dose independent rect. 3 15
206 21.81 humidity 50.0 270 > th dose independent rect. 7 7
207 21.81 precipitation 0.1 270 < th dose independent rect. 3 15
210 21.81 precipitation 0.1 270 < th dose dependent rect. 3 15
212 21.82 radiation 1.0 270 > th dose independent rect. 7 6
220 21.84 wind 9.0 270 < th dose independent rect. 13 18
245 21.86 temperature 10.0 90 > th dose independent rect. 5 14
246 21.86 atmosphere 1015.0 90 < th dose independent rect. 5 14
248 21.86 radiation 40.0 90 < th dose independent rect. 15 18
259 21.87 humidity 50.0 90 > th dose independent rect. 9 20
260 21.87 radiation 1.0 90 < th dose dependent rect. 19 15
269 21.89 humidity 50.0 270 > th dose independent rect. 8 15
270 21.89 temperature 15.0 270 > th dose independent rect. 19 17
287 21.92 wind 1.0 270 > th dose independent rect. 7 6
288 21.92 precipitation 0.1 90 < th dose independent rect. 9 6
289 21.92 temperature 15.0 270 > th dose independent rect. 18 19
290 21.92 temperature 15.0 270 > th dose dependent rect. 14 3
291 21.92 precipitation 0.1 90 < th dose dependent rect. 9 6
293 21.93 temperature 10.0 90 > th dose independent rect. 9 6
294 21.93 atmosphere 1015.0 90 < th dose independent rect. 9 6
323 21.96 radiation 1.0 90 < th dose dependent rect. 19 20
324 21.97 atmosphere 995.0 90 > th dose independent rect. 9 6
326 21.97 precipitation 0.1 270 < th dose independent rect. 13 18
329 21.97 precipitation 0.1 270 < th dose dependent rect. 13 18
333 21.98 radiation 1.0 90 > th dose independent rect. 9 6
342 21.99 wind 9.0 90 < th dose independent rect. 5 14
352 22.01 temperature 20.0 270 > th dose independent rect. 13 5
362 22.02 temperature 15.0 270 > th dose dependent rect. 15 1
365 22.03 wind 9.0 90 < th dose independent rect. 9 6
366 22.03 radiation 40.0 270 < th dose independent rect. 7 7
424 22.10 humidity 50.0 4320 < th dose independent rect. 15 2
474 22.15 precipitation 0.1 90 < th dose independent rect. 5 14
484 22.15 precipitation 0.1 90 < th dose dependent rect. 5 14
485 22.16 humidity 50.0 4320 < th dose independent sin 13 NA
511 22.18 atmosphere 995.0 270 > th dose independent rect. 13 5
559 22.21 wind 1.0 270 > th dose independent rect. 13 5
560 22.21 atmosphere 995.0 270 > th dose independent rect. 12 7
586 22.22 humidity 50.0 90 > th dose independent rect. 9 8
600 22.23 wind 1.0 90 > th dose independent rect. 9 6
601 22.23 wind 1.0 270 > th dose independent rect. 12 7
619 22.24 temperature 10.0 270 > th dose independent rect. 13 5
622 22.24 atmosphere 1010.0 270 < th dose independent rect. 13 5
630 22.24 temperature 15.0 10 > th dose independent rect. 20 9
645 22.24 atmosphere 1015.0 270 < th dose independent rect. 19 17
666 22.25 atmosphere 1010.0 270 < th dose independent rect. 12 7
680 22.26 temperature 10.0 270 > th dose independent rect. 12 7
683 22.26 atmosphere 1015.0 270 < th dose independent rect. 18 9
686 22.26 atmosphere 995.0 270 > th dose independent rect. 19 17
687 22.26 wind 9.0 270 < th dose independent rect. 18 19
689 22.26 humidity 90.0 270 < th dose dependent rect. 14 3
696 22.27 wind 1.0 270 > th dose independent rect. 13 18
697 22.27 precipitation 0.1 270 < th dose independent rect. 18 19
704 22.27 precipitation 0.1 270 < th dose dependent rect. 18 19
705 22.28 humidity 50.0 4320 > th dose independent rect. 15 2
708 22.28 temperature 30.0 10 < th dose independent rect. 10 14
709 22.28 atmosphere 995.0 90 > th dose independent rect. 5 14
714 22.28 humidity 50.0 270 > th dose dependent rect. 7 7
723 22.29 wind 9.0 270 < th dose independent rect. 19 17
724 22.29 atmosphere 995.0 270 > th dose independent rect. 18 19
740 22.30 precipitation 0.1 270 < th dose independent rect. 19 17
743 22.30 atmosphere 1015.0 270 < th dose independent rect. 18 19
751 22.30 precipitation 0.1 270 < th dose dependent rect. 19 17
755 22.31 humidity 90.0 90 < th dose independent rect. 9 6
762 22.31 radiation 1.0 90 < th dose independent rect. 19 15
770 22.31 humidity 50.0 270 > th dose independent rect. 16 22
782 22.32 precipitation 0.1 270 < th dose independent rect. 13 5
788 22.32 precipitation 0.1 270 < th dose dependent rect. 13 5
792 22.33 wind 9.0 270 < th dose independent rect. 13 5
824 22.35 temperature 10.0 10 > th dose independent rect. 9 7
826 22.35 atmosphere 1015.0 10 < th dose independent rect. 9 7
827 22.35 precipitation 0.1 10 < th dose independent rect. 9 7
828 22.35 precipitation 0.1 270 < th dose independent rect. 12 7
834 22.35 temperature 10.0 10 > th dose independent rect. 16 17
836 22.35 humidity 50.0 270 > th dose independent rect. 18 19
841 22.35 atmosphere 995.0 90 > th dose dependent rect. 9 7
842 22.35 precipitation 0.1 10 < th dose dependent rect. 9 7
843 22.35 precipitation 0.1 270 < th dose dependent rect. 12 7
851 22.36 humidity 50.0 4320 > th dose independent sin 13 NA
866 22.37 wind 9.0 270 < th dose independent rect. 12 7
868 22.37 humidity 50.0 4320 > th dose independent rect. 15 8
873 22.37 humidity 50.0 4320 > th dose independent rect. 15 13
882 22.37 temperature 30.0 270 < th dose independent rect. 18 19
883 22.37 temperature 30.0 270 < th dose independent rect. 18 21
887 22.37 humidity 90.0 270 < th dose dependent rect. 13 5
900 22.38 atmosphere 995.0 10 > th dose independent rect. 9 7
934 22.39 temperature 15.0 270 > th dose independent rect. 8 15
953 22.40 atmosphere 1000.0 270 > th dose independent rect. 3 4
963 22.40 humidity 50.0 270 > th dose independent rect. 19 17
967 22.40 radiation 1.0 90 < th dose independent rect. 19 20
969 22.40 humidity 90.0 270 < th dose dependent rect. 15 1