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Os04g0544400

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

Description : Tetratricopeptide-like helical domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0314) R2 : 0.673
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.05 (0.0802) R2dC : 0.473 R2C : 0.425
β3 : -1.07 (0.116) R2dE : 0.0651 R2E : -0.0683
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.04 (0.0674) R2dN8 : 0.233 R2N8 : 0.137
σ : 0.585
deviance : 158.03
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C
peak time of C : 19.7
E
wheather : precipitation
threshold : 1
memory length : 13284
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, 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
155.05 0.585 12 0.03 2.06 -1.66 -0.825 2.34 -1.07 19.7 0.6853 13323 -- --
156.66 0.583 12.1 -0.161 2.04 -1.04 -0.835 -- -1.05 19.7 0.9624 16217 -- --
156.98 0.584 12 0.0473 2.05 -1.65 -- 2.32 -1.07 19.7 0.7063 13322 -- --
157.68 0.585 12.1 -0.0999 2.03 -1.04 -- -- -1.04 19.7 1 13284 -- --
383.81 0.912 12 0.0311 -- -1.78 -- 2.52 -1.1 -- 0.5 14071 -- --
179.03 0.627 12.1 -0.526 2.05 -- -0.849 -- -0.953 19.7 -- -- -- --
181.07 0.63 12.1 -0.505 2.05 -- -- -- -0.954 19.7 -- -- -- --
384.04 0.913 12 -0.161 -- -1.08 -- -- -1.08 -- 0.7881 14182 -- --
158.03 0.585 12.1 -- 2.05 -1.07 -- -- -1.04 19.7 1 13284 -- --
406.93 0.943 12 -0.532 -- -- -- -- -0.984 -- -- -- -- --
187.78 0.641 12.1 -- 2.05 -- -- -- -0.898 19.7 -- -- -- --
384.64 0.913 12 -- -- -1.15 -- -- -1.07 -- 0.9065 14052 -- --
414.39 0.95 12 -- -- -- -- -- -0.925 -- -- -- -- --

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
1 154.42 precipitation 0.1 14400 > th dose independent rect. 5 13
3 154.44 precipitation 0.1 14400 < th dose independent rect. 5 13
4 154.44 precipitation 0.1 14400 < th dose dependent rect. 5 13
18 155.09 precipitation 0.1 14400 > th dose dependent sin 1 NA
24 155.22 precipitation 0.1 14400 > th dose dependent rect. 4 15
37 155.65 precipitation 0.1 14400 > th dose independent sin 0 NA
38 155.65 precipitation 0.1 14400 < th dose independent sin 0 NA
39 155.65 precipitation 0.1 14400 < th dose dependent sin 0 NA
67 155.92 precipitation 0.1 14400 > th dose independent rect. 17 2
68 155.92 precipitation 0.1 14400 < th dose independent rect. 17 2
69 155.92 precipitation 0.1 14400 < th dose dependent rect. 17 2
81 156.03 precipitation 0.1 14400 > th dose dependent rect. 16 4
101 156.11 precipitation 0.1 14400 > th dose dependent rect. 14 6
170 156.47 precipitation 0.1 4320 > th dose dependent rect. 23 20
171 156.48 precipitation 0.1 14400 < th dose independent rect. 14 5
172 156.48 precipitation 0.1 14400 < th dose dependent rect. 14 5
199 156.56 precipitation 0.1 4320 < th dose independent rect. 1 17
200 156.56 precipitation 0.1 4320 < th dose dependent rect. 1 17
237 156.68 precipitation 0.1 4320 > th dose independent rect. 1 17
293 156.85 temperature 20.0 14400 < th dose independent rect. 20 1
306 156.88 precipitation 0.1 14400 > th dose dependent rect. 21 22
315 156.92 temperature 20.0 14400 > th dose independent rect. 20 1
326 156.97 precipitation 0.1 14400 > th dose dependent rect. 14 23
353 157.06 precipitation 0.1 14400 > th dose dependent rect. 17 20
368 157.09 precipitation 0.1 14400 > th dose dependent rect. 17 23
389 157.16 precipitation 0.1 14400 > th dose dependent no NA NA
404 157.19 precipitation 0.1 14400 > th dose dependent rect. 19 23
421 157.24 precipitation 0.1 14400 > th dose dependent rect. 11 23
661 157.99 humidity 90.0 14400 > th dose dependent rect. 9 1
727 158.40 wind 5.0 14400 > th dose independent rect. 7 2
768 158.55 radiation 30.0 90 < th dose independent rect. 5 6
775 158.58 wind 5.0 14400 < th dose independent rect. 7 1
776 158.59 humidity 90.0 14400 > th dose independent rect. 21 1
795 158.66 humidity 90.0 14400 > th dose dependent rect. 21 1
846 158.88 humidity 80.0 43200 > th dose independent rect. 5 2
855 158.91 humidity 80.0 43200 < th dose independent rect. 5 2
877 159.02 radiation 40.0 90 < th dose independent rect. 5 18
919 159.24 precipitation 0.1 14400 > th dose dependent rect. 6 8
978 159.52 precipitation 0.1 14400 > th dose independent rect. 14 23
979 159.52 precipitation 0.1 14400 < th dose independent rect. 14 23
981 159.52 precipitation 0.1 14400 < th dose dependent rect. 14 23