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Os01g0805300

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

Description : Photosystem II oxygen evolving complex protein PsbP family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13 (0.0264) R2 : 0.789
β1 : -2.57 (0.0966) R2dD : 0.339 R2D : 0.211
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.1 (0.0734) R2dE : 0.379 R2E : 0.347
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.98 (0.0563) R2dN8 : 0.187 R2N8 : 0.0731
σ : 0.493
deviance : 112.22
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 2.321
memory length : 249
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 22.8
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = sin)

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
99.79 0.469 13 -2.65 0.426 -2.05 -0.00428 -2.05 -0.98 13.7 2 257 21.2 --
106.93 0.482 13 -2.62 0.436 -1.99 0.323 -- -1.01 13.7 2.17 253 21.5 --
99.79 0.465 13 -2.65 0.424 -2.06 -- -2.05 -0.979 13.6 2.028 257 21.2 --
107.56 0.483 13 -2.6 0.406 -2.09 -- -- -0.979 13.3 2.235 253 21.5 --
105.04 0.477 13 -2.63 -- -2.1 -- -1.82 -0.994 -- 2.17 248 22.5 --
161.89 0.596 13 -2.52 1.65 -- 1.37 -- -0.986 16.4 -- -- -- --
166.99 0.605 13 -2.51 1.66 -- -- -- -0.979 16.4 -- -- -- --
112.22 0.493 13 -2.57 -- -2.1 -- -- -0.98 -- 2.321 249 22.8 --
277.51 0.776 12.9 -- 0.337 -2.07 -- -- -0.721 13.1 9.997 175 22.4 --
313.92 0.828 13 -2.58 -- -- -- -- -1.02 -- -- -- -- --
333.38 0.854 13 -- 1.7 -- -- -- -0.699 16.4 -- -- -- --
279.62 0.779 12.9 -- -- -2.05 -- -- -0.717 -- 10 180 23.4 --
489.18 1.03 13 -- -- -- -- -- -0.737 -- -- -- -- --

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 98.55 radiation 1.0 270 < th dose independent rect. 1 17
3 100.58 radiation 1.0 270 < th dose dependent rect. 1 17
5 101.16 radiation 1.0 270 < th dose dependent sin 3 NA
6 101.22 radiation 1.0 270 < th dose independent rect. 1 13
9 101.36 radiation 1.0 270 < th dose independent sin 4 NA
12 101.50 radiation 1.0 270 > th dose independent sin 4 NA
14 101.52 radiation 1.0 270 < th dose independent rect. 1 8
25 103.03 radiation 1.0 270 < th dose dependent rect. 1 13
28 103.10 radiation 10.0 270 < th dose dependent rect. 1 6
49 104.22 precipitation 0.1 270 < th dose independent rect. 6 19
51 104.22 precipitation 0.1 270 < th dose dependent rect. 6 19
74 104.68 wind 9.0 270 < th dose independent rect. 6 19
81 105.18 wind 9.0 270 < th dose independent rect. 1 5
82 105.18 temperature 10.0 270 > th dose independent rect. 1 5
84 105.18 temperature 30.0 270 < th dose independent rect. 1 5
85 105.18 humidity 50.0 270 > th dose independent rect. 1 5
88 105.18 atmosphere 995.0 270 > th dose independent rect. 1 5
89 105.18 atmosphere 1015.0 270 < th dose independent rect. 1 5
93 105.18 temperature 10.0 270 > th dose independent rect. 6 19
95 105.25 precipitation 0.1 270 < th dose independent rect. 5 21
96 105.25 precipitation 0.1 270 < th dose dependent rect. 5 21
101 105.46 radiation 20.0 90 < th dose dependent rect. 3 5
102 105.70 wind 9.0 270 < th dose independent rect. 5 21
103 106.06 temperature 10.0 90 > th dose dependent rect. 7 20
114 106.25 wind 7.0 270 < th dose independent rect. 2 3
116 106.25 temperature 10.0 270 > th dose independent rect. 2 3
118 106.25 temperature 30.0 270 < th dose independent rect. 2 3
119 106.25 humidity 50.0 270 > th dose independent rect. 2 3
122 106.25 atmosphere 995.0 270 > th dose independent rect. 2 3
123 106.25 atmosphere 1010.0 270 < th dose independent rect. 2 3
128 106.25 temperature 10.0 270 > th dose independent rect. 5 21
131 106.57 precipitation 0.1 270 < th dose independent rect. 1 5
132 106.57 precipitation 0.1 270 < th dose dependent rect. 1 5
164 107.49 humidity 50.0 270 > th dose dependent rect. 1 5
168 107.62 wind 1.0 270 > th dose independent rect. 1 5
172 107.80 atmosphere 1015.0 270 < th dose independent rect. 6 19
179 108.03 precipitation 0.1 270 < th dose independent rect. 2 3
180 108.03 precipitation 0.1 270 < th dose dependent rect. 2 3
197 108.22 temperature 10.0 270 > th dose dependent rect. 18 7
198 108.23 humidity 50.0 270 > th dose dependent rect. 2 3
199 108.25 radiation 20.0 90 < th dose dependent rect. 3 8
208 108.59 radiation 1.0 270 > th dose independent rect. 17 21
219 108.85 radiation 40.0 90 < th dose dependent rect. 15 16
227 109.14 wind 9.0 270 < th dose dependent rect. 1 5
233 109.30 temperature 10.0 10 > th dose dependent rect. 7 20
236 109.35 wind 9.0 270 < th dose dependent rect. 2 3
238 109.38 radiation 1.0 270 > th dose independent rect. 4 10
248 109.39 temperature 10.0 270 > th dose dependent rect. 2 3
261 109.79 temperature 10.0 270 > th dose dependent rect. 1 5
266 109.84 radiation 20.0 90 < th dose dependent rect. 3 10
341 110.58 atmosphere 995.0 270 > th dose dependent rect. 1 5
352 110.75 atmosphere 995.0 270 > th dose dependent rect. 2 3
359 110.90 radiation 20.0 90 < th dose dependent rect. 3 15
377 111.12 radiation 40.0 270 < th dose independent rect. 13 16
388 111.29 humidity 50.0 270 > th dose independent rect. 6 19
390 111.33 wind 7.0 270 < th dose independent rect. 18 7
410 111.51 humidity 50.0 270 > th dose independent rect. 5 9
422 111.68 precipitation 0.1 270 < th dose independent rect. 18 7
424 111.68 precipitation 0.1 270 < th dose dependent rect. 18 7
430 111.82 precipitation 0.1 270 < th dose independent rect. 5 9
432 111.82 precipitation 0.1 270 < th dose dependent rect. 5 9
436 111.88 radiation 40.0 10 < th dose dependent rect. 14 18
446 112.03 radiation 20.0 90 < th dose dependent rect. 3 12
467 112.23 radiation 40.0 10 < th dose dependent rect. 12 20
498 112.37 wind 9.0 270 < th dose independent rect. 5 9
507 112.42 radiation 20.0 10 < th dose independent rect. 3 5
516 112.52 temperature 10.0 270 > th dose independent rect. 5 9
517 112.52 atmosphere 995.0 270 > th dose independent rect. 5 9
518 112.52 atmosphere 1015.0 270 < th dose independent rect. 5 9
519 112.52 temperature 10.0 270 > th dose independent rect. 14 15
535 112.71 radiation 40.0 10 < th dose dependent rect. 3 5
552 112.92 atmosphere 995.0 270 > th dose independent rect. 1 17
555 112.93 radiation 10.0 270 < th dose independent rect. 18 7
565 113.07 radiation 1.0 90 > th dose independent rect. 7 8
568 113.12 temperature 10.0 270 > th dose independent rect. 18 7
569 113.12 humidity 50.0 270 > th dose independent rect. 18 7
573 113.12 temperature 10.0 270 > th dose independent rect. 1 17
574 113.12 atmosphere 1015.0 270 < th dose independent rect. 1 17
575 113.12 radiation 20.0 270 < th dose dependent rect. 18 7
622 113.42 radiation 40.0 90 < th dose dependent rect. 3 18
640 113.50 wind 9.0 270 < th dose independent rect. 14 15
669 113.93 wind 9.0 270 < th dose independent rect. 1 17
673 113.94 atmosphere 995.0 270 > th dose independent rect. 18 7
694 114.03 atmosphere 995.0 270 > th dose independent rect. 6 19
699 114.08 precipitation 0.1 270 < th dose independent rect. 20 14
702 114.08 precipitation 0.1 270 < th dose dependent rect. 20 14
738 114.30 radiation 40.0 270 < th dose independent rect. 11 19
776 114.59 atmosphere 995.0 270 > th dose independent rect. 14 15
798 114.75 precipitation 0.1 10 < th dose independent rect. 8 19
799 114.75 precipitation 0.1 10 < th dose dependent rect. 8 19
812 114.83 temperature 30.0 270 < th dose independent rect. 18 7
852 114.96 humidity 50.0 10 > th dose dependent rect. 3 5
870 115.09 radiation 40.0 10 < th dose dependent rect. 3 18
877 115.13 radiation 20.0 90 < th dose independent rect. 15 16
897 115.32 precipitation 0.1 270 < th dose independent rect. 1 17
898 115.32 precipitation 0.1 270 < th dose dependent rect. 1 17
906 115.33 wind 1.0 270 > th dose independent rect. 6 19
925 115.45 humidity 80.0 10 > th dose independent rect. 3 5
961 115.61 wind 9.0 270 < th dose dependent rect. 18 7
986 115.67 atmosphere 1015.0 270 < th dose independent rect. 18 7