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Os02g0103800

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

Description : Similar to Ferredoxin NADP+ reductase (EC 1.18.1.2) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 16.5 (0.0119) R2 : 0.498
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.601 (0.0283) R2dC : 0.499 R2C : 0.498
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00551 (0.025) R2dN8 : 6.9e-05 R2N8 : -0.00125
σ : 0.224
deviance : 22.95
__
_____
C
peak time of C : 0.0415
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 = temperature, 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
14.28 0.178 16.5 -0.805 0.569 0.277 0.334 -1.29 -0.192 0.956 26.6 679 -- --
16.12 0.187 16.5 -0.505 0.558 0.222 0.196 -- -0.0933 0.511 27.6 851 -- --
14.74 0.179 16.5 -0.795 0.569 0.273 -- -1.19 -0.186 0.914 26.57 679 -- --
16.25 0.188 16.5 -0.517 0.557 0.23 -- -- -0.0928 0.534 27.6 852 -- --
30.45 0.257 16.5 -0.846 -- 0.545 -- -0.982 -0.247 -- 26.21 925 -- --
17.3 0.195 16.5 -0.449 0.608 -- 0.192 -- -0.0557 0.135 -- -- -- --
17.46 0.196 16.5 -0.457 0.607 -- -- -- -0.0564 0.0839 -- -- -- --
32.06 0.264 16.5 -0.597 -- 0.473 -- -- -0.239 -- 25.57 898 -- --
22.27 0.221 16.5 -- 0.548 -0.108 -- -- 0.00945 23.7 27.6 852 -- --
40.67 0.298 16.5 -0.437 -- -- -- -- -0.0476 -- -- -- -- --
22.95 0.224 16.5 -- 0.601 -- -- -- -0.00551 0.0415 -- -- -- --
38.07 0.288 16.5 -- -- -0.299 -- -- 0.0382 -- 27.6 852 -- --
45.72 0.316 16.5 -- -- -- -- -- 0.000905 -- -- -- -- --

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 12.86 temperature 10.0 720 > th dose dependent rect. 16 3
3 13.20 temperature 10.0 90 > th dose dependent rect. 17 12
11 13.55 temperature 10.0 270 > th dose dependent rect. 15 12
16 13.65 temperature 15.0 10 > th dose dependent rect. 18 11
21 13.71 humidity 70.0 720 > th dose independent rect. 19 12
23 13.76 radiation 10.0 720 < th dose independent rect. 17 2
24 13.80 temperature 25.0 720 > th dose independent rect. 16 3
26 13.81 wind 9.0 720 < th dose independent rect. 19 12
28 13.84 radiation 20.0 720 < th dose independent rect. 19 12
30 13.85 temperature 10.0 720 > th dose independent rect. 7 12
31 13.85 temperature 10.0 720 > th dose independent rect. 19 12
32 13.85 temperature 30.0 720 < th dose independent rect. 19 12
33 13.85 humidity 50.0 720 > th dose independent rect. 19 12
34 13.85 atmosphere 995.0 720 > th dose independent rect. 19 12
35 13.85 atmosphere 1015.0 720 < th dose independent rect. 7 12
41 13.88 humidity 80.0 720 > th dose independent rect. 5 2
42 13.88 humidity 50.0 720 > th dose dependent rect. 5 2
43 13.88 radiation 1.0 720 < th dose dependent rect. 17 7
70 14.03 wind 1.0 720 > th dose independent rect. 16 3
71 14.03 atmosphere 1015.0 720 < th dose independent rect. 7 14
75 14.05 temperature 15.0 720 > th dose independent rect. 17 2
77 14.05 precipitation 0.1 720 < th dose independent rect. 7 12
80 14.05 precipitation 0.1 720 < th dose dependent rect. 7 12
95 14.11 radiation 30.0 720 < th dose independent rect. 5 2
100 14.12 wind 7.0 720 < th dose independent rect. 5 2
102 14.12 temperature 10.0 720 > th dose independent rect. 5 2
104 14.12 temperature 30.0 720 < th dose independent rect. 5 2
105 14.12 humidity 50.0 720 > th dose independent rect. 5 2
107 14.12 atmosphere 995.0 720 > th dose independent rect. 5 2
108 14.12 atmosphere 1015.0 720 < th dose independent rect. 5 2
109 14.12 atmosphere 1015.0 720 < th dose independent rect. 17 2
115 14.12 temperature 10.0 720 > th dose independent rect. 7 22
116 14.12 temperature 10.0 720 > th dose independent rect. 19 22
118 14.12 radiation 40.0 720 < th dose dependent rect. 19 12
119 14.13 precipitation 0.1 720 < th dose independent rect. 7 21
120 14.13 precipitation 0.1 720 < th dose dependent rect. 7 21
121 14.14 precipitation 0.1 720 < th dose independent rect. 5 2
122 14.14 precipitation 0.1 720 < th dose dependent rect. 5 2
124 14.15 humidity 70.0 720 > th dose independent rect. 19 5
130 14.17 wind 9.0 720 < th dose independent rect. 17 2
133 14.17 humidity 50.0 720 > th dose independent rect. 7 6
134 14.17 wind 9.0 720 < th dose independent rect. 7 12
135 14.17 atmosphere 995.0 720 > th dose independent rect. 19 21
159 14.21 wind 9.0 720 < th dose independent rect. 19 14
170 14.23 wind 9.0 720 < th dose independent rect. 21 10
176 14.25 humidity 70.0 720 > th dose independent rect. 21 10
177 14.25 temperature 30.0 720 < th dose independent rect. 19 14
182 14.26 radiation 1.0 720 > th dose independent rect. 7 5
183 14.26 wind 9.0 720 < th dose independent rect. 19 6
184 14.26 temperature 10.0 720 > th dose independent rect. 9 10
185 14.26 atmosphere 1015.0 720 < th dose independent rect. 9 10
186 14.26 radiation 20.0 720 < th dose independent rect. 21 10
187 14.26 temperature 10.0 720 > th dose independent rect. 19 14
188 14.26 humidity 50.0 720 > th dose independent rect. 19 14
189 14.26 atmosphere 995.0 720 > th dose independent rect. 19 14
190 14.26 precipitation 0.1 720 < th dose independent rect. 24 19
192 14.26 precipitation 0.1 720 < th dose dependent rect. 24 19
196 14.28 precipitation 0.1 720 < th dose independent rect. 16 3
198 14.28 temperature 10.0 720 > th dose independent rect. 21 10
199 14.28 temperature 30.0 720 < th dose independent rect. 21 10
200 14.28 humidity 50.0 720 > th dose independent rect. 21 10
202 14.28 atmosphere 995.0 720 > th dose independent rect. 21 10
205 14.28 temperature 10.0 720 > th dose independent rect. 7 14
208 14.28 precipitation 0.1 720 < th dose dependent rect. 16 3
215 14.29 precipitation 0.1 720 < th dose independent rect. 7 5
217 14.29 radiation 1.0 720 < th dose independent rect. 17 7
218 14.29 precipitation 0.1 720 < th dose dependent rect. 7 5
220 14.30 wind 9.0 720 < th dose independent rect. 7 5
223 14.31 radiation 40.0 720 < th dose dependent rect. 5 2
224 14.31 radiation 40.0 720 < th dose dependent rect. 17 2
228 14.32 temperature 10.0 720 > th dose independent rect. 19 6
229 14.32 temperature 30.0 720 < th dose independent rect. 19 6
230 14.32 humidity 50.0 720 > th dose independent rect. 19 6
231 14.32 atmosphere 995.0 720 > th dose independent rect. 19 6
232 14.32 radiation 1.0 720 < th dose independent rect. 19 6
237 14.32 atmosphere 995.0 90 > th dose independent rect. 5 12
238 14.32 temperature 10.0 720 > th dose independent rect. 1 18
239 14.32 temperature 20.0 270 > th dose dependent sin 15 NA
242 14.32 radiation 1.0 720 < th dose dependent rect. 19 6
258 14.33 wind 9.0 90 < th dose independent rect. 17 12
260 14.33 atmosphere 1015.0 90 < th dose independent rect. 17 12
273 14.34 temperature 10.0 720 > th dose independent rect. 7 5
274 14.34 atmosphere 995.0 720 > th dose independent rect. 7 5
275 14.34 atmosphere 1015.0 720 < th dose independent rect. 7 5
284 14.34 temperature 10.0 720 > th dose independent rect. 12 19
303 14.36 temperature 10.0 90 > th dose independent rect. 5 12
304 14.36 temperature 10.0 90 > th dose independent rect. 17 12
307 14.36 atmosphere 1015.0 90 < th dose independent rect. 5 12
308 14.36 radiation 20.0 90 < th dose independent rect. 17 12
311 14.36 precipitation 0.1 90 < th dose independent rect. 5 12
312 14.36 humidity 70.0 720 > th dose independent rect. 19 14
314 14.36 wind 9.0 720 < th dose independent rect. 19 21
317 14.36 humidity 50.0 720 > th dose dependent rect. 19 5
319 14.36 precipitation 0.1 90 < th dose dependent rect. 5 12
321 14.37 radiation 1.0 720 > th dose independent rect. 16 2
333 14.40 radiation 40.0 720 < th dose independent rect. 19 14
342 14.41 radiation 40.0 90 < th dose dependent rect. 17 12
354 14.43 radiation 1.0 720 > th dose independent rect. 16 13
371 14.44 humidity 50.0 90 > th dose independent rect. 17 12
373 14.44 radiation 40.0 720 < th dose independent rect. 15 14
378 14.44 wind 9.0 720 < th dose dependent rect. 5 2
381 14.44 humidity 50.0 720 > th dose dependent rect. 19 12
385 14.45 wind 9.0 90 < th dose independent rect. 5 12
398 14.46 wind 1.0 720 > th dose independent rect. 9 10
399 14.46 radiation 10.0 720 < th dose independent rect. 17 10
400 14.46 precipitation 0.1 270 < th dose independent rect. 19 12
407 14.46 precipitation 0.1 270 < th dose dependent rect. 19 12
411 14.47 atmosphere 1015.0 720 < th dose independent rect. 7 20
428 14.49 radiation 40.0 720 < th dose dependent rect. 21 10
431 14.50 atmosphere 995.0 90 > th dose independent rect. 17 12
443 14.52 humidity 50.0 90 > th dose independent rect. 5 12
450 14.53 precipitation 0.1 90 < th dose independent rect. 17 12
458 14.53 precipitation 0.1 90 < th dose dependent rect. 17 12
461 14.54 wind 1.0 270 > th dose independent rect. 7 12
462 14.54 radiation 1.0 720 > th dose independent rect. 7 22
465 14.54 temperature 10.0 720 > th dose dependent rect. 7 12
468 14.55 radiation 1.0 720 > th dose independent rect. 7 12
487 14.56 temperature 20.0 720 > th dose dependent rect. 11 8
492 14.57 precipitation 0.1 720 < th dose independent rect. 19 5
496 14.57 precipitation 0.1 720 < th dose dependent rect. 19 5
502 14.58 wind 9.0 720 < th dose independent rect. 7 21
514 14.59 temperature 30.0 720 < th dose dependent rect. 19 4
523 14.60 temperature 25.0 270 > th dose independent rect. 14 13
542 14.61 temperature 30.0 720 < th dose dependent rect. 19 2
547 14.61 temperature 10.0 720 > th dose dependent rect. 9 10
551 14.62 atmosphere 995.0 720 > th dose independent rect. 5 10
569 14.63 wind 1.0 720 > th dose independent rect. 19 5
575 14.63 radiation 40.0 90 < th dose dependent rect. 15 14
579 14.64 temperature 15.0 270 > th dose independent rect. 15 12
580 14.64 atmosphere 1015.0 270 < th dose independent rect. 15 12
581 14.64 wind 9.0 720 < th dose independent rect. 24 19
591 14.65 precipitation 0.1 720 < th dose independent rect. 9 10
593 14.65 wind 9.0 720 < th dose independent rect. 12 19
594 14.65 temperature 20.0 720 > th dose dependent sin 20 NA
597 14.65 precipitation 0.1 720 < th dose dependent rect. 9 10
621 14.67 humidity 50.0 720 > th dose independent rect. 17 2
643 14.69 temperature 10.0 720 > th dose independent rect. 5 10
644 14.69 atmosphere 1015.0 720 < th dose independent rect. 5 10
645 14.69 wind 1.0 270 > th dose independent rect. 19 12
646 14.69 temperature 10.0 720 > th dose independent rect. 15 14
647 14.69 radiation 1.0 720 > th dose independent rect. 16 20
672 14.70 wind 9.0 720 < th dose independent rect. 9 10
715 14.72 temperature 10.0 720 > th dose independent rect. 17 10
720 14.72 temperature 10.0 720 > th dose independent rect. 3 14
721 14.72 humidity 50.0 720 > th dose independent rect. 19 21
730 14.72 temperature 10.0 720 > th dose dependent rect. 7 18
746 14.73 wind 9.0 720 < th dose independent rect. 7 14
749 14.73 atmosphere 995.0 720 > th dose independent rect. 12 19
751 14.73 atmosphere 1015.0 10 < th dose independent rect. 7 23
754 14.73 temperature 10.0 720 > th dose dependent sin 19 NA
764 14.73 temperature 10.0 90 > th dose dependent rect. 7 22
770 14.74 atmosphere 995.0 270 > th dose independent rect. 3 12
811 14.76 wind 9.0 270 < th dose independent rect. 15 12
815 14.76 precipitation 0.1 720 < th dose independent rect. 19 21
825 14.76 precipitation 0.1 720 < th dose dependent rect. 19 21
840 14.78 temperature 25.0 270 > th dose independent sin 16 NA
856 14.78 temperature 25.0 720 > th dose dependent rect. 13 21
882 14.80 wind 1.0 90 > th dose independent rect. 5 12
883 14.80 wind 9.0 270 < th dose independent rect. 3 12
884 14.80 temperature 10.0 270 > th dose independent rect. 3 12
886 14.80 atmosphere 1015.0 270 < th dose independent rect. 3 12
887 14.80 radiation 20.0 90 < th dose independent rect. 15 14
912 14.81 temperature 30.0 90 < th dose dependent rect. 19 12
932 14.82 precipitation 0.1 270 < th dose independent rect. 15 12
934 14.82 precipitation 0.1 720 < th dose independent rect. 7 14
940 14.82 precipitation 0.1 270 < th dose dependent rect. 15 12
944 14.82 precipitation 0.1 720 < th dose dependent rect. 7 14
960 14.83 wind 9.0 720 < th dose independent rect. 17 10
962 14.83 precipitation 0.1 270 < th dose independent rect. 3 12
971 14.83 precipitation 0.1 270 < th dose dependent rect. 3 12
977 14.84 wind 1.0 720 > th dose independent rect. 4 3
979 14.84 radiation 20.0 14400 < th dose independent rect. 1 5