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Os04g0311500

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

Description : Protein of unknown function DUF593 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.4 (0.0194) R2 : 0.703
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.51 (0.0467) R2dC : 0.683 R2C : 0.674
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.238 (0.0408) R2dN8 : 0.0288 R2N8 : 0.0198
σ : 0.365
deviance : 61.04
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_____
C
peak time of C : 22.5
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
45.95 0.318 11.5 -0.539 1.51 0.563 -1.12 0.428 0.121 22.7 19.7 314 -- --
46.17 0.316 11.5 -0.549 1.51 0.432 -0.996 -- 0.0904 22.7 21.1 376 -- --
48.85 0.328 11.5 -0.327 1.61 0.367 -- 0.638 0.146 22.7 21.4 115 -- --
49.94 0.329 11.5 -0.492 1.57 0.387 -- -- 0.0976 22.8 21.4 193 -- --
150.56 0.571 11.5 -0.547 -- 0.98 -- -0.0656 -0.0781 -- 24.8 765 -- --
52.66 0.34 11.5 -0.423 1.5 -- -1.05 -- 0.193 22.5 -- -- -- --
57.23 0.354 11.5 -0.38 1.51 -- -- -- 0.196 22.6 -- -- -- --
149.56 0.57 11.5 -0.672 -- 1.03 -- -- -0.178 -- 24.95 786 -- --
56.18 0.349 11.5 -- 1.55 0.315 -- -- 0.168 22.7 21.36 189 -- --
197.32 0.656 11.4 -0.353 -- -- -- -- 0.203 -- -- -- -- --
61.04 0.365 11.4 -- 1.51 -- -- -- 0.238 22.5 -- -- -- --
160.71 0.59 11.5 -- -- 0.924 -- -- -0.0657 -- 25.03 788 -- --
200.61 0.661 11.4 -- -- -- -- -- 0.242 -- -- -- -- --

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 43.45 precipitation 0.1 14400 > th dose dependent rect. 17 1
2 43.57 precipitation 0.1 14400 > th dose independent rect. 17 1
3 43.77 precipitation 0.1 14400 < th dose independent rect. 17 1
4 43.77 precipitation 0.1 14400 < th dose dependent rect. 17 1
5 44.37 temperature 20.0 720 > th dose independent rect. 21 4
6 44.59 temperature 20.0 270 > th dose independent rect. 21 12
7 44.61 temperature 20.0 720 < th dose dependent rect. 8 13
8 44.70 temperature 20.0 270 > th dose independent rect. 13 20
9 44.80 temperature 20.0 270 > th dose independent rect. 15 18
13 44.86 temperature 20.0 720 < th dose dependent rect. 12 9
24 44.99 humidity 90.0 1440 < th dose dependent rect. 2 9
27 45.05 temperature 20.0 720 < th dose independent rect. 18 7
45 45.22 temperature 20.0 270 < th dose independent rect. 19 14
48 45.23 temperature 20.0 720 < th dose dependent rect. 8 15
57 45.32 wind 5.0 4320 > th dose dependent rect. 20 1
60 45.36 temperature 20.0 270 < th dose independent rect. 6 22
75 45.45 humidity 90.0 1440 < th dose dependent rect. 3 5
78 45.45 humidity 50.0 1440 > th dose dependent rect. 2 10
79 45.46 humidity 80.0 1440 > th dose independent rect. 24 12
97 45.52 humidity 70.0 1440 > th dose dependent rect. 2 10
100 45.54 temperature 20.0 270 < th dose independent sin 12 NA
109 45.55 humidity 70.0 1440 > th dose dependent rect. 2 12
119 45.59 humidity 80.0 1440 < th dose independent rect. 24 12
166 45.73 temperature 20.0 720 < th dose independent rect. 21 2
220 45.86 temperature 20.0 720 < th dose independent sin 17 NA
249 45.91 wind 7.0 4320 > th dose independent rect. 20 1
250 45.91 wind 7.0 4320 < th dose independent rect. 20 7
261 45.93 wind 7.0 4320 < th dose independent rect. 20 1
277 45.96 temperature 20.0 720 > th dose independent sin 19 NA
284 45.97 wind 7.0 4320 > th dose independent rect. 20 7
293 45.98 temperature 20.0 270 > th dose independent rect. 2 23
319 46.01 temperature 20.0 270 > th dose independent sin 15 NA
332 46.02 wind 9.0 4320 > th dose dependent rect. 18 3
345 46.04 temperature 20.0 720 < th dose independent rect. 8 15
353 46.05 temperature 20.0 720 > th dose independent rect. 8 17
356 46.05 humidity 80.0 1440 < th dose dependent rect. 21 14
364 46.06 humidity 90.0 1440 < th dose dependent rect. 5 2
389 46.10 temperature 20.0 270 > th dose independent sin 11 NA
400 46.11 wind 7.0 4320 > th dose dependent rect. 20 8
408 46.13 humidity 70.0 1440 > th dose dependent sin 5 NA
424 46.15 temperature 20.0 90 > th dose independent rect. 21 23
429 46.16 temperature 20.0 270 > th dose independent no NA NA
430 46.16 temperature 20.0 270 < th dose independent no NA NA
438 46.16 temperature 15.0 270 > th dose dependent rect. 21 11
452 46.18 temperature 20.0 720 < th dose independent rect. 8 17
453 46.18 temperature 20.0 720 > th dose independent rect. 7 19
469 46.21 atmosphere 995.0 14400 < th dose independent rect. 18 1
475 46.21 atmosphere 995.0 14400 < th dose dependent rect. 18 1
495 46.23 humidity 70.0 1440 > th dose dependent rect. 9 1
497 46.24 wind 9.0 14400 > th dose independent rect. 7 4
506 46.25 atmosphere 995.0 14400 < th dose independent rect. 15 4
525 46.27 atmosphere 995.0 14400 > th dose independent rect. 10 9
539 46.28 humidity 90.0 1440 < th dose dependent sin 6 NA
542 46.29 atmosphere 995.0 14400 > th dose independent rect. 12 7
553 46.30 atmosphere 995.0 14400 > th dose independent rect. 10 5
579 46.30 temperature 20.0 720 < th dose independent rect. 8 13
589 46.31 wind 9.0 14400 > th dose independent rect. 10 1
590 46.31 atmosphere 995.0 14400 < th dose independent rect. 16 1
604 46.31 temperature 15.0 720 > th dose dependent rect. 21 4
608 46.32 atmosphere 1005.0 14400 > th dose independent rect. 23 1
641 46.33 atmosphere 995.0 14400 < th dose dependent rect. 16 1
668 46.35 wind 9.0 4320 > th dose independent rect. 18 3
669 46.35 atmosphere 995.0 14400 > th dose independent rect. 15 4
683 46.35 temperature 20.0 270 < th dose dependent rect. 6 22
717 46.39 humidity 80.0 1440 < th dose independent sin 5 NA
718 46.39 atmosphere 995.0 14400 > th dose independent rect. 12 3
836 46.44 precipitation 0.1 14400 < th dose independent rect. 12 4
841 46.44 precipitation 0.1 14400 < th dose dependent rect. 12 4
892 46.48 humidity 70.0 1440 > th dose independent rect. 11 1
894 46.48 precipitation 0.1 14400 > th dose independent rect. 12 4
897 46.48 temperature 20.0 720 > th dose independent rect. 13 14
908 46.49 humidity 80.0 1440 > th dose independent sin 5 NA
917 46.49 temperature 30.0 30 < th dose dependent rect. 20 10
924 46.50 temperature 20.0 720 > th dose independent rect. 15 12
928 46.50 temperature 20.0 270 < th dose independent rect. 1 23
930 46.50 temperature 20.0 270 < th dose dependent sin 16 NA
943 46.51 humidity 90.0 1440 < th dose dependent rect. 9 1
960 46.52 wind 3.0 43200 < th dose dependent rect. 4 2
984 46.54 temperature 20.0 270 < th dose dependent sin 21 NA