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Os02g0539500

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

Description : VQ domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.95 (0.0231) R2 : 0.553
β1 : 1.43 (0.0989) R2dD : 0.32 R2D : -0.0121
β2 : 1.02 (0.0572) R2dC : 0.31 R2C : 0.277
β3 : 1.13 (0.106) R2dE : 0.202 R2E : -0.134
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.486 (0.056) R2dN8 : 0.159 R2N8 : -0.0692
σ : 0.414
deviance : 78.91
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C
peak time of C : 16.7
E
wheather : temperature
threshold : 28.9
memory length : 7988
response mode : < th
dose dependency : dose dependent
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 = 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
69.4 0.391 8.89 1.89 1.05 1.24 0.33 -3.72 0.585 17.1 35.1 914 -- --
80.52 0.418 8.98 1.18 0.952 1.12 0.0246 -- 0.401 16.7 38.42 1187 -- --
69.65 0.389 8.89 1.89 1.06 1.23 -- -3.73 0.583 17.1 48.86 900 -- --
78.91 0.414 8.95 1.43 1.02 1.13 -- -- 0.486 16.7 28.9 7988 -- --
119.07 0.508 8.87 1.89 -- 1.4 -- -3.2 0.596 -- 69.05 1167 -- --
100.5 0.47 9.02 0.848 1.04 -- -0.189 -- 0.205 16.2 -- -- -- --
100.59 0.47 9.02 0.846 1.04 -- -- -- 0.204 16.3 -- -- -- --
131.06 0.533 8.93 1.51 -- 1.31 -- -- 0.56 -- 30.5 8414 -- --
112.57 0.494 9.02 -- 0.962 0.655 -- -- 0.194 16.5 35.37 1145 -- --
158.72 0.589 9.01 0.804 -- -- -- -- 0.176 -- -- -- -- --
119.45 0.511 9.04 -- 1.02 -- -- -- 0.11 16.3 -- -- -- --
161.68 0.592 9.01 -- -- 0.854 -- -- 0.211 -- 67.14 1194 -- --
175.8 0.619 9.03 -- -- -- -- -- 0.0872 -- -- -- -- --

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 64.09 temperature 30 720 < th dose dependent rect. 20 20
13 65.65 temperature 30 720 < th dose dependent rect. 4 12
30 66.48 temperature 30 720 < th dose dependent sin 2 NA
59 67.55 temperature 15 720 > th dose dependent rect. 24 19
91 68.40 temperature 30 10 < th dose dependent rect. 6 10
105 68.68 temperature 25 720 < th dose dependent rect. 4 4
113 68.74 temperature 30 90 < th dose dependent rect. 6 11
149 69.15 temperature 30 10 < th dose dependent rect. 6 12
198 69.65 temperature 10 720 > th dose dependent rect. 7 22
274 70.24 temperature 15 720 > th dose dependent rect. 16 23
282 70.33 temperature 15 720 > th dose dependent rect. 14 23
283 70.34 temperature 15 720 > th dose dependent sin 2 NA
286 70.35 temperature 20 1440 > th dose dependent rect. 11 12
289 70.36 temperature 30 720 < th dose dependent no NA NA
303 70.44 temperature 20 1440 > th dose dependent rect. 13 10
315 70.50 temperature 15 720 > th dose dependent no NA NA
326 70.55 temperature 20 720 > th dose dependent sin 4 NA
357 70.68 temperature 20 1440 > th dose dependent sin 19 NA
427 70.93 temperature 20 720 < th dose independent rect. 4 4
513 71.17 temperature 30 720 < th dose dependent rect. 11 23
627 71.49 humidity 70 14400 < th dose dependent rect. 18 14
637 71.50 temperature 30 720 < th dose dependent rect. 9 23
733 71.77 wind 9 43200 < th dose independent rect. 19 2
773 71.86 humidity 70 14400 < th dose dependent rect. 18 2
841 72.00 temperature 30 720 < th dose dependent rect. 4 23
908 72.17 humidity 90 14400 > th dose dependent rect. 19 9
942 72.23 humidity 90 14400 > th dose dependent rect. 20 7