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Os01g0169900

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

Description : Protein of unknown function DUF1421 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.6 (0.0153) R2 : 0.471
β1 : 1.08 (0.056) R2dD : 0.449 R2D : 0.336
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.304 (0.0326) R2dN8 : 0.135 R2N8 : 0.022
σ : 0.287
deviance : 37.68
__
_____
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 = temperature, response mode = > th, dose dependency = dose dependent, 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
19.98 0.21 11.6 1.72 0.387 -0.535 -0.44 1.72 0.534 1.74 21.64 1620 -- --
21.71 0.217 11.6 1.45 0.407 -0.679 -0.485 -- 0.517 2.11 13.72 8811 -- --
20.72 0.212 11.6 1.73 0.384 -0.541 -- 1.73 0.534 1.52 21.73 1655 -- --
22.28 0.22 11.6 1.4 0.404 -0.625 -- -- 0.484 1.8 12.85 8908 -- --
22.63 0.223 11.6 1.49 -- -0.821 -- 1.66 0.496 -- 21.73 1655 -- --
27.84 0.247 11.6 1.05 0.387 -- -0.466 -- 0.292 1.98 -- -- -- --
28.65 0.251 11.6 1.07 0.386 -- -- -- 0.295 1.81 -- -- -- --
24.66 0.232 11.6 1.22 -- -0.74 -- -- 0.422 -- 20.6 1674 -- --
44.02 0.309 11.7 -- 0.379 0.586 -- -- -0.0158 1.86 16.51 47520 -- --
37.68 0.287 11.6 1.08 -- -- -- -- 0.304 -- -- -- -- --
58.55 0.358 11.7 -- 0.405 -- -- -- 0.177 1.88 -- -- -- --
52.67 0.338 11.7 -- -- 0.61 -- -- -0.0177 -- 16.7 47520 -- --
68.5 0.386 11.7 -- -- -- -- -- 0.184 -- -- -- -- --

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 19.14 temperature 25.0 1440 > th dose independent rect. 16 6
2 19.18 temperature 25.0 1440 < th dose independent rect. 16 6
22 19.56 wind 9.0 43200 > th dose independent rect. 19 2
37 19.73 wind 9.0 43200 < th dose independent rect. 19 2
39 19.75 humidity 90.0 43200 < th dose independent rect. 20 1
44 19.79 wind 9.0 43200 > th dose dependent rect. 19 2
45 19.79 precipitation 0.1 43200 > th dose dependent rect. 17 2
46 19.80 humidity 80.0 43200 > th dose independent rect. 17 1
47 19.80 radiation 1.0 4320 > th dose independent rect. 17 2
72 19.82 temperature 20.0 1440 > th dose dependent rect. 17 1
73 19.83 temperature 25.0 1440 > th dose independent rect. 10 12
78 19.86 humidity 90.0 43200 > th dose independent rect. 20 1
85 19.89 temperature 20.0 1440 > th dose dependent rect. 13 17
88 19.90 atmosphere 1000.0 43200 < th dose dependent rect. 4 1
89 19.90 temperature 20.0 1440 > th dose dependent rect. 14 15
93 19.91 temperature 20.0 1440 > th dose dependent rect. 17 4
98 19.92 temperature 20.0 1440 > th dose dependent rect. 14 10
100 19.93 precipitation 0.1 43200 > th dose independent rect. 17 2
103 19.93 precipitation 0.1 43200 > th dose dependent rect. 14 4
116 19.95 precipitation 0.1 43200 < th dose independent rect. 17 2
129 19.95 precipitation 0.1 43200 < th dose dependent rect. 17 2
139 19.97 radiation 1.0 14400 < th dose independent rect. 18 2
148 19.97 temperature 20.0 1440 > th dose dependent sin 16 NA
149 19.97 atmosphere 1010.0 43200 < th dose dependent rect. 11 1
188 19.99 temperature 25.0 1440 < th dose independent rect. 9 14
195 20.00 radiation 1.0 4320 < th dose dependent rect. 16 9
204 20.00 radiation 1.0 1440 < th dose dependent rect. 15 15
209 20.01 radiation 1.0 1440 < th dose dependent rect. 17 3
212 20.01 radiation 1.0 4320 < th dose dependent rect. 16 7
217 20.02 humidity 80.0 43200 > th dose dependent rect. 18 1
247 20.04 atmosphere 1010.0 43200 < th dose dependent rect. 7 1
250 20.04 atmosphere 1005.0 43200 < th dose dependent rect. 15 1
260 20.05 temperature 25.0 1440 > th dose independent sin 18 NA
268 20.05 radiation 1.0 1440 < th dose dependent sin 14 NA
324 20.08 humidity 80.0 43200 < th dose independent rect. 16 1
455 20.16 temperature 25.0 1440 < th dose independent sin 18 NA
514 20.18 precipitation 0.1 43200 > th dose dependent rect. 11 7
523 20.19 atmosphere 1000.0 43200 < th dose independent rect. 3 1
524 20.19 humidity 80.0 43200 > th dose independent rect. 14 5
553 20.20 temperature 30.0 1440 < th dose dependent rect. 17 1
583 20.21 radiation 1.0 1440 < th dose dependent rect. 10 20
613 20.23 atmosphere 1005.0 43200 < th dose independent rect. 7 1
634 20.24 wind 9.0 43200 > th dose dependent rect. 19 4
656 20.25 atmosphere 1010.0 43200 < th dose dependent sin 1 NA
668 20.26 atmosphere 1000.0 43200 > th dose independent rect. 2 2
726 20.28 radiation 1.0 14400 < th dose dependent rect. 5 1
752 20.29 atmosphere 1000.0 43200 > th dose independent rect. 20 1
850 20.32 radiation 1.0 4320 > th dose independent sin 16 NA
858 20.32 atmosphere 1000.0 43200 > th dose independent rect. 20 8
987 20.35 temperature 20.0 1440 > th dose dependent rect. 2 22