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Os10g0450400

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

Description : Protein of unknown function DUF594 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.12 (0.0525) R2 : 0.777
β1 : -0.149 (0.339) R2dD : 0.000645 R2D : 0.0159
β2 : 1.86 (0.0857) R2dC : 0.234 R2C : 0.199
β3 : -2.13 (0.184) R2dE : 0.171 R2E : 0.00767
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 15.5 (1.35) R2dD*E : 0.484 R2D*E : 0.373
γ1 : -0.461 (0.0963) R2dN8 : 0.0248 R2N8 : -0.000667
σ : 0.662
deviance : 202.22
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_____
C
peak time of C : 1.78
E
wheather : temperature
threshold : 26.08
memory length : 4509
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 = 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
202.63 0.669 6.12 -0.254 1.9 -2.01 -0.232 14.6 -0.41 1.8 25.47 4431 -- --
247.05 0.732 6.46 -2.56 1.85 -1.37 0.407 -- -0.609 1.7 3.211 23212 -- --
202.22 0.662 6.12 -0.149 1.86 -2.13 -- 15.5 -0.461 1.78 26.08 4509 -- --
244.34 0.728 6.45 -2.75 1.91 -1.35 -- -- -0.64 1.85 11.16 22021 -- --
344.88 0.87 6.44 -2.87 -- -2.96 -- 6.56 -0.886 -- 26.08 4509 -- --
272.7 0.774 6.56 -3.88 1.89 -- -0.213 -- -1.15 1.87 -- -- -- --
272.87 0.774 6.56 -3.88 1.89 -- -- -- -1.15 1.89 -- -- -- --
341.69 0.865 6.44 -3.22 -- -3.19 -- -- -0.68 -- 11.16 22021 -- --
307.91 0.817 6.26 -- 1.94 -3.06 -- -- 0.199 1.86 4.523 47520 -- --
487.87 1.03 6.54 -3.8 -- -- -- -- -1.1 -- -- -- -- --
669.3 1.21 6.46 -- 1.81 -- -- -- -0.715 1.83 -- -- -- --
533.78 1.08 6.25 -- -- -2.95 -- -- 0.191 -- 8.221 46387 -- --
868.9 1.38 6.44 -- -- -- -- -- -0.682 -- -- -- -- --

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
1 200.19 temperature 25 4320 > th dose dependent rect. 18 1
2 200.31 temperature 25 4320 > th dose dependent rect. 17 16
4 200.93 temperature 25 4320 > th dose dependent sin 11 NA
12 201.67 radiation 40 43200 > th dose independent rect. 7 1
28 201.67 radiation 40 43200 > th dose dependent rect. 7 1
46 202.02 temperature 25 4320 > th dose dependent rect. 17 13
50 202.12 temperature 25 4320 > th dose dependent rect. 17 20
85 203.28 temperature 25 4320 > th dose independent rect. 19 16
101 203.78 temperature 25 4320 > th dose independent sin 8 NA
138 204.46 temperature 25 4320 < th dose independent rect. 19 16
160 204.85 temperature 25 4320 > th dose dependent no NA NA
161 204.86 radiation 40 43200 > th dose dependent rect. 13 2
163 204.88 temperature 25 4320 > th dose dependent rect. 6 23
173 204.97 temperature 25 4320 > th dose dependent rect. 23 23
183 205.02 wind 1 43200 < th dose dependent rect. 22 4
205 205.14 radiation 40 43200 > th dose dependent rect. 13 19
280 205.55 temperature 25 4320 > th dose independent rect. 24 11
283 205.58 radiation 20 43200 < th dose independent rect. 15 1
304 205.74 radiation 20 43200 < th dose independent rect. 13 3
316 205.85 temperature 25 4320 < th dose independent sin 8 NA
339 205.97 radiation 20 43200 < th dose independent rect. 13 14
361 206.11 temperature 20 4320 > th dose dependent rect. 2 1
380 206.35 temperature 25 4320 < th dose independent rect. 24 11
386 206.43 humidity 70 43200 < th dose independent rect. 19 13
392 206.49 radiation 20 43200 > th dose dependent rect. 13 19
394 206.50 temperature 20 4320 > th dose dependent rect. 6 1
398 206.54 temperature 20 4320 > th dose dependent rect. 22 9
401 206.55 temperature 20 4320 > th dose dependent rect. 22 6
407 206.64 radiation 20 43200 > th dose dependent rect. 13 4
428 206.71 radiation 20 43200 > th dose independent rect. 15 17
459 206.79 temperature 20 4320 > th dose dependent rect. 23 1
469 206.83 radiation 20 43200 < th dose independent sin 16 NA
533 207.05 temperature 20 4320 > th dose dependent rect. 2 5
569 207.27 radiation 30 43200 < th dose dependent rect. 15 18
573 207.32 radiation 20 43200 > th dose dependent sin 14 NA
582 207.38 radiation 10 43200 > th dose dependent rect. 15 17
586 207.40 radiation 30 43200 < th dose independent rect. 15 19
591 207.43 temperature 20 4320 > th dose independent rect. 3 1
654 207.58 temperature 20 4320 < th dose independent rect. 3 1
677 207.67 wind 1 43200 < th dose dependent rect. 20 6
719 207.81 atmosphere 995 43200 > th dose independent rect. 21 12
728 207.84 radiation 40 43200 > th dose dependent sin 14 NA
750 207.88 radiation 20 43200 > th dose independent rect. 15 1
769 207.90 atmosphere 995 43200 < th dose independent rect. 21 12
774 207.91 humidity 70 43200 > th dose independent rect. 19 13
786 207.95 temperature 25 4320 > th dose independent rect. 2 7
885 208.19 radiation 20 43200 > th dose independent sin 12 NA
903 208.22 radiation 20 43200 < th dose independent rect. 7 11
911 208.23 temperature 20 4320 > th dose independent rect. 23 6
952 208.33 radiation 40 43200 > th dose independent rect. 13 1
953 208.33 temperature 20 4320 < th dose independent rect. 23 6
986 208.38 radiation 10 43200 > th dose dependent rect. 15 1