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Os04g0408900

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

Description : Similar to DNA-binding protein S1FA.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 14.1 (0.0174) R2 : 0.385
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.659 (0.0417) R2dC : 0.338 R2C : 0.329
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.208 (0.0367) R2dN8 : 0.0561 R2N8 : 0.0472
σ : 0.329
deviance : 49.44
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_____
C
peak time of C : 0.936
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
36.96 0.286 14.2 -0.697 0.626 0.267 -0.24 -1.31 0.0527 1.03 19.2 895 -- --
39.16 0.291 14.2 -0.616 0.598 0.56 -0.503 -- 0.0768 0.919 18.39 2337 -- --
37.18 0.284 14.2 -0.7 0.627 0.259 -- -1.4 0.0524 1.09 19.3 895 -- --
40.13 0.295 14.2 -0.621 0.62 0.623 -- -- 0.0593 0.94 18.4 2374 -- --
60.54 0.362 14.2 -0.755 -- 0.502 -- -1.24 0.0223 -- 19.43 908 -- --
44.7 0.313 14.2 -0.376 0.662 -- -0.586 -- 0.166 0.818 -- -- -- --
46.12 0.318 14.2 -0.355 0.665 -- -- -- 0.169 0.959 -- -- -- --
61.16 0.364 14.2 -0.639 -- 1.04 -- -- 0.038 -- 18.32 907 -- --
47.56 0.321 14.2 -- 0.636 0.384 -- -- 0.176 0.905 17.7 2333 -- --
73.65 0.401 14.1 -0.33 -- -- -- -- 0.181 -- -- -- -- --
49.44 0.329 14.1 -- 0.659 -- -- -- 0.208 0.936 -- -- -- --
69.79 0.389 14.1 -- -- 0.719 -- -- 0.176 -- 18.3 963 -- --
76.52 0.408 14.1 -- -- -- -- -- 0.218 -- -- -- -- --

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 35.16 humidity 90.0 14400 > th dose dependent rect. 17 12
5 35.23 humidity 90.0 14400 > th dose dependent rect. 19 9
21 35.36 humidity 90.0 14400 > th dose dependent sin 12 NA
27 35.44 humidity 90.0 14400 > th dose independent rect. 19 10
32 35.47 humidity 90.0 14400 > th dose independent rect. 20 8
77 35.67 humidity 90.0 14400 > th dose independent rect. 23 1
102 35.79 humidity 90.0 14400 > th dose dependent rect. 23 2
120 35.88 humidity 90.0 14400 > th dose independent rect. 21 3
129 35.90 humidity 90.0 14400 > th dose dependent rect. 2 7
142 35.94 humidity 90.0 14400 > th dose independent rect. 20 5
143 35.94 humidity 90.0 14400 > th dose dependent rect. 3 5
200 36.09 humidity 90.0 14400 > th dose independent sin 11 NA
203 36.09 precipitation 0.1 43200 > th dose dependent rect. 20 2
215 36.12 radiation 30.0 14400 > th dose independent rect. 7 1
243 36.17 wind 1.0 43200 > th dose independent rect. 2 1
262 36.23 humidity 90.0 14400 > th dose independent rect. 23 9
280 36.27 radiation 10.0 90 < th dose independent rect. 5 22
283 36.28 radiation 1.0 14400 > th dose independent rect. 18 1
301 36.29 radiation 40.0 43200 < th dose independent rect. 16 14
312 36.30 temperature 25.0 720 < th dose dependent rect. 17 17
316 36.31 humidity 80.0 43200 > th dose dependent rect. 12 1
329 36.34 precipitation 0.1 43200 > th dose dependent rect. 14 9
332 36.35 precipitation 0.1 43200 > th dose independent rect. 17 5
341 36.36 humidity 90.0 14400 > th dose dependent rect. 23 23
342 36.37 precipitation 0.1 43200 > th dose independent rect. 20 2
343 36.37 precipitation 0.1 43200 < th dose independent rect. 17 5
344 36.37 radiation 40.0 43200 < th dose independent rect. 16 6
345 36.37 precipitation 0.1 43200 < th dose dependent rect. 17 5
346 36.37 temperature 25.0 720 < th dose dependent rect. 19 14
355 36.39 humidity 90.0 14400 > th dose dependent no NA NA
361 36.41 precipitation 0.1 43200 < th dose independent rect. 20 2
364 36.41 precipitation 0.1 43200 < th dose dependent rect. 20 2
370 36.42 precipitation 0.1 43200 > th dose dependent rect. 14 5
388 36.46 wind 1.0 14400 > th dose independent rect. 19 2
413 36.50 temperature 25.0 720 < th dose dependent sin 9 NA
414 36.50 humidity 90.0 14400 > th dose dependent rect. 4 3
428 36.52 precipitation 0.1 43200 > th dose dependent rect. 18 4
435 36.53 precipitation 0.1 43200 < th dose independent rect. 15 4
437 36.53 humidity 90.0 14400 > th dose dependent rect. 5 1
438 36.53 precipitation 0.1 43200 < th dose dependent rect. 15 4
445 36.55 precipitation 0.1 43200 > th dose independent rect. 15 4
449 36.55 temperature 20.0 720 > th dose dependent sin 6 NA
451 36.55 precipitation 0.1 43200 > th dose dependent rect. 12 7
455 36.57 temperature 20.0 720 < th dose independent rect. 5 2
521 36.66 humidity 90.0 43200 > th dose independent rect. 10 1
530 36.67 radiation 40.0 43200 < th dose independent rect. 16 8
541 36.68 humidity 90.0 14400 < th dose independent rect. 18 10
546 36.68 radiation 1.0 4320 < th dose dependent rect. 18 15
549 36.69 radiation 1.0 14400 < th dose independent rect. 18 2
557 36.69 temperature 20.0 720 > th dose dependent rect. 19 18
574 36.70 temperature 20.0 720 > th dose dependent rect. 22 15
594 36.72 radiation 1.0 14400 < th dose independent rect. 18 6
606 36.73 humidity 90.0 43200 > th dose independent rect. 10 3
607 36.73 humidity 90.0 43200 < th dose independent rect. 10 3
649 36.78 wind 1.0 43200 < th dose independent rect. 2 1
677 36.81 temperature 20.0 720 > th dose independent rect. 4 3
728 36.85 wind 1.0 43200 > th dose independent rect. 21 1
744 36.86 temperature 25.0 14400 < th dose dependent rect. 21 1
749 36.87 humidity 90.0 14400 < th dose independent rect. 21 1
752 36.87 radiation 1.0 43200 < th dose dependent rect. 23 6
760 36.88 radiation 20.0 43200 > th dose independent rect. 10 1
776 36.90 humidity 90.0 43200 < th dose independent rect. 10 1
792 36.91 precipitation 0.1 43200 > th dose dependent sin 18 NA
801 36.91 radiation 1.0 43200 < th dose dependent rect. 19 10
822 36.93 wind 7.0 43200 > th dose independent rect. 21 17
847 36.96 temperature 20.0 720 < th dose independent rect. 3 5
856 36.97 temperature 25.0 14400 < th dose dependent rect. 8 1
865 36.98 wind 7.0 43200 > th dose independent rect. 1 13
880 36.99 wind 7.0 43200 < th dose independent rect. 21 17
881 36.99 temperature 20.0 4320 > th dose dependent rect. 9 2
892 37.00 temperature 25.0 14400 < th dose dependent rect. 7 3
897 37.01 wind 1.0 43200 < th dose independent rect. 21 1
917 37.02 humidity 90.0 43200 < th dose independent rect. 12 1
919 37.02 humidity 90.0 14400 < th dose independent rect. 23 2
921 37.02 humidity 90.0 14400 < th dose independent rect. 19 6
930 37.02 radiation 1.0 43200 < th dose dependent rect. 3 2
931 37.02 precipitation 0.1 43200 > th dose dependent rect. 15 2
937 37.03 precipitation 0.1 43200 > th dose independent rect. 10 1
938 37.03 wind 9.0 43200 < th dose independent rect. 10 2
945 37.03 wind 7.0 43200 < th dose independent rect. 1 13
950 37.03 precipitation 0.1 43200 > th dose dependent rect. 10 1
952 37.03 radiation 1.0 4320 < th dose dependent rect. 4 5
988 37.05 temperature 20.0 720 > th dose independent rect. 1 15
990 37.05 wind 1.0 43200 < th dose dependent rect. 2 1
995 37.05 humidity 90.0 43200 > th dose dependent rect. 9 5