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Os05g0451100

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

Description : Major facilitator superfamily protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.9 (0.0405) R2 : 0.447
β1 : -0.455 (0.19) R2dD : 0.0135 R2D : -0.0385
β2 : 1.45 (0.093) R2dC : 0.296 R2C : 0.291
β3 : 0.195 (0.171) R2dE : 0.00198 R2E : 0.00693
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.86 (0.666) R2dD*E : 0.175 R2D*E : 0.122
γ1 : 0.189 (0.0843) R2dN8 : 0.00862 R2N8 : 0.0121
σ : 0.711
deviance : 232.99
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C
peak time of C : 2.39
E
wheather : atmosphere
threshold : 991.8
memory length : 10994
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, 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
232.33 0.716 7.9 -0.443 1.45 0.201 0.432 5.86 0.189 2.35 991.1 10992 -- --
271.57 0.768 7.78 0.626 1.41 0.737 0.53 -- 0.388 2.38 993.1 11719 -- --
232.99 0.711 7.9 -0.455 1.45 0.195 -- 5.86 0.189 2.39 991.8 10994 -- --
272.37 0.769 7.78 0.637 1.42 0.753 -- -- 0.396 2.39 994.6 11760 -- --
356.93 0.88 7.88 -0.303 -- 0.242 -- 5.53 0.237 -- 991.6 11803 -- --
282.4 0.788 7.78 0.485 1.42 -- 0.457 -- 0.387 2.34 -- -- -- --
283.13 0.788 7.78 0.472 1.42 -- -- -- 0.384 2.4 -- -- -- --
390.68 0.921 7.76 0.718 -- 0.814 -- -- 0.446 -- 992.3 13097 -- --
282.49 0.783 7.79 -- 1.44 0.582 -- -- 0.33 2.44 994.9 12435 -- --
403.08 0.938 7.77 0.533 -- -- -- -- 0.419 -- -- -- -- --
289.01 0.795 7.79 -- 1.43 -- -- -- 0.331 2.41 -- -- -- --
403.35 0.935 7.78 -- -- 0.6 -- -- 0.364 -- 994.5 13040 -- --
410.56 0.946 7.78 -- -- -- -- -- 0.36 -- -- -- -- --

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
1 224.34 radiation 10 43200 > th dose independent rect. 13 1
4 225.59 radiation 10 43200 < th dose dependent rect. 13 1
5 225.96 wind 1 43200 > th dose independent rect. 2 3
9 226.74 wind 1 43200 < th dose independent rect. 2 3
11 227.12 temperature 20 90 > th dose independent rect. 19 17
19 227.87 temperature 20 10 > th dose independent rect. 20 16
20 227.95 temperature 20 270 > th dose independent rect. 17 9
24 228.20 humidity 70 43200 > th dose independent rect. 24 16
26 228.28 humidity 70 43200 > th dose independent rect. 10 21
29 228.33 humidity 70 43200 > th dose independent rect. 10 5
79 228.98 humidity 70 43200 > th dose independent rect. 18 22
121 229.34 humidity 70 43200 > th dose independent no NA NA
134 229.41 humidity 70 43200 > th dose independent rect. 4 23
135 229.41 humidity 70 43200 > th dose independent rect. 13 23
136 229.42 humidity 70 43200 > th dose independent rect. 2 23
149 229.50 humidity 70 43200 < th dose independent rect. 11 19
162 229.55 humidity 70 43200 > th dose independent sin 18 NA
200 229.80 humidity 70 43200 > th dose independent sin 1 NA
204 229.82 humidity 70 43200 > th dose independent rect. 11 1
210 229.83 radiation 10 43200 < th dose dependent rect. 11 4
241 229.97 radiation 10 43200 > th dose independent rect. 8 22
243 229.98 humidity 70 43200 < th dose independent rect. 10 6
271 230.08 humidity 70 43200 < th dose independent rect. 22 18
284 230.17 humidity 80 43200 < th dose independent rect. 19 21
313 230.41 humidity 50 43200 > th dose dependent rect. 2 13
317 230.43 humidity 80 43200 > th dose dependent rect. 13 1
358 230.58 humidity 90 43200 < th dose dependent rect. 10 5
376 230.67 radiation 10 43200 > th dose independent sin 23 NA
389 230.72 humidity 90 43200 < th dose dependent rect. 24 17
430 230.91 humidity 90 43200 < th dose dependent rect. 13 1
449 230.99 humidity 50 43200 > th dose dependent sin 4 NA
492 231.11 humidity 70 43200 < th dose independent sin 17 NA
494 231.11 temperature 20 43200 > th dose dependent rect. 10 1
518 231.19 humidity 70 43200 < th dose independent rect. 11 1
543 231.26 humidity 70 43200 < th dose independent no NA NA
577 231.30 humidity 70 43200 < th dose independent rect. 13 23
578 231.30 humidity 90 43200 < th dose dependent sin 2 NA
592 231.35 temperature 25 43200 > th dose independent rect. 9 1
615 231.38 humidity 70 43200 < th dose independent rect. 4 23
653 231.49 humidity 90 43200 < th dose independent rect. 13 1
656 231.50 humidity 50 43200 > th dose dependent rect. 19 22
690 231.58 humidity 90 43200 < th dose dependent rect. 8 21
748 231.70 radiation 10 43200 < th dose independent rect. 13 1
795 231.79 temperature 25 43200 < th dose independent rect. 9 1
798 231.79 humidity 90 43200 < th dose dependent rect. 2 23
825 231.82 humidity 90 43200 < th dose dependent no NA NA
854 231.86 humidity 50 43200 > th dose dependent rect. 7 21
872 231.89 temperature 20 43200 > th dose dependent rect. 13 1
922 231.96 humidity 90 43200 < th dose dependent rect. 13 23
923 231.97 radiation 10 43200 > th dose independent no NA NA