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Os03g0844000

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.06 (0.0384) R2 : 0.746
β1 : 0.222 (0.14) R2dD : 0.00153 R2D : -0.00853
β2 : 3.42 (0.0983) R2dC : 0.717 R2C : 0.689
β3 : 0.869 (0.201) R2dE : 0.0121 R2E : -0.0685
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 7.2 (0.719) R2dD*E : 0.0654 R2D*E : 0.0608
γ1 : -0.0728 (0.0816) R2dN8 : 0.000295 R2N8 : -0.00832
σ : 0.712
deviance : 234.01
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C
peak time of C : 20.7
E
wheather : radiation
threshold : 32.23
memory length : 129
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 = radiation, 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
228.29 0.71 8.05 0.213 3.38 0.793 -1.48 6.88 -0.0377 20.6 38.49 133 -- --
263.26 0.761 8.01 0.202 3.33 -0.301 -2.36 -- 0.00204 20.6 38.49 133 -- --
234.01 0.712 8.06 0.222 3.42 0.869 -- 7.2 -0.0728 20.7 32.23 129 -- --
268.6 0.768 8.02 0.166 3.32 -1.88 -- -- -0.0394 20.4 56.19 617 -- --
634.92 1.17 7.98 0.826 -- 2.89 -- 1.12 -0.0952 -- -2.04e-05 884 -- --
264.34 0.762 8.01 0.21 3.36 -- -2.39 -- 0.00726 20.6 -- -- -- --
282.71 0.787 8.01 0.29 3.37 -- -- -- 0.00908 20.5 -- -- -- --
613.43 1.15 8 0.0483 -- 2.93 -- -- -0.361 -- -5.7 898 -- --
267.99 0.762 8.01 -- 3.36 -1.64 -- -- -0.00131 20.5 54.15 1600 -- --
920.12 1.42 7.92 0.277 -- -- -- -- -0.0225 -- -- -- -- --
284.93 0.79 8.02 -- 3.37 -- -- -- -0.0232 20.5 -- -- -- --
613.49 1.15 8 -- -- 2.93 -- -- -0.367 -- -4.604 900 -- --
922.14 1.42 7.93 -- -- -- -- -- -0.0532 -- -- -- -- --

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
1 221.21 temperature 25 270 > th dose independent rect. 8 7
3 223.36 radiation 40 270 > th dose dependent rect. 10 1
9 224.92 radiation 30 270 > th dose dependent rect. 9 3
52 225.79 radiation 40 270 > th dose dependent sin 9 NA
54 225.90 temperature 20 270 > th dose dependent rect. 8 7
125 228.84 temperature 20 90 > th dose independent rect. 4 19
133 229.37 temperature 20 90 > th dose independent rect. 4 21
187 229.56 radiation 30 10 < th dose dependent sin 9 NA
188 229.63 radiation 40 270 > th dose independent rect. 9 3
189 229.63 radiation 40 270 > th dose independent rect. 15 21
210 229.76 radiation 10 90 < th dose dependent rect. 23 17
212 229.83 temperature 25 270 < th dose independent rect. 4 8
216 229.99 wind 5 270 < th dose independent rect. 9 8
223 230.15 humidity 50 90 > th dose dependent rect. 23 16
224 230.16 temperature 20 90 > th dose independent rect. 4 8
253 230.89 temperature 10 90 > th dose dependent rect. 19 14
263 231.15 radiation 30 90 > th dose dependent rect. 10 23
264 231.16 radiation 40 270 < th dose independent sin 6 NA
299 231.41 temperature 30 270 < th dose dependent rect. 21 7
323 231.52 radiation 40 90 > th dose dependent no NA NA
505 231.70 radiation 40 270 < th dose independent rect. 9 23
719 232.00 wind 9 270 < th dose dependent rect. 9 8
720 232.01 temperature 25 270 > th dose independent rect. 1 14
758 232.20 radiation 40 270 > th dose independent sin 9 NA
762 232.26 temperature 15 10 > th dose dependent rect. 20 13
785 232.31 temperature 25 270 > th dose independent sin 2 NA
792 232.35 radiation 10 90 < th dose dependent rect. 23 11
805 232.51 radiation 1 90 < th dose independent rect. 23 18