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Os01g0934900

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.4 (0.0325) R2 : 0.723
β1 : 0.0541 (0.165) R2dD : 0.000351 R2D : 0.00805
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.9 (0.113) R2dE : 0.51 R2E : 0.608
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.54 (0.56) R2dD*E : 0.106 R2D*E : 0.19
γ1 : 0.0922 (0.0742) R2dN8 : 0.00129 R2N8 : 0.0192
σ : 0.529
deviance : 129.18
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C
peak time of C : --
E
wheather : temperature
threshold : 18.67
memory length : 876
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 20.4
open length of G : 16.7

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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 = rect.)

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
125.63 0.527 7.42 -0.0469 0.272 2.87 0.729 -5.24 0.0509 16.4 18.7 897 20.1 16.7
146.31 0.563 7.29 1.1 0.213 2.84 -0.081 -- 0.365 16.3 17.41 891 19.7 17.6
126.28 0.523 7.41 0.055 0.316 2.83 -- -4.84 0.0717 15.2 18.85 916 19.9 16.9
145.58 0.562 7.28 1.08 0.228 2.93 -- -- 0.356 14.2 17.28 892 19.7 17.7
129.18 0.529 7.4 0.0541 -- 2.9 -- -4.54 0.0922 -- 18.67 876 20.4 16.7
285.69 0.792 7.14 1.9 0.843 -- 0.311 -- 0.992 14.9 -- -- -- --
286.01 0.792 7.14 1.9 0.843 -- -- -- 0.994 14.8 -- -- -- --
146.36 0.563 7.28 1.05 -- 3.14 -- -- 0.363 -- 16.72 870 20.3 17.3
173.72 0.614 7.28 -- 0.261 3.15 -- -- 0.346 12.5 17.55 899 19.7 18
327.21 0.845 7.14 1.87 -- -- -- -- 0.972 -- -- -- -- --
381.48 0.914 7.19 -- 0.806 -- -- -- 0.782 14.8 -- -- -- --
171.03 0.609 7.32 -- -- 3.74 -- -- 0.186 -- 15.75 897 19.7 17.9
419.18 0.956 7.19 -- -- -- -- -- 0.765 -- -- -- -- --

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
1 139.87 temperature 20 720 > th dose dependent rect. 20 17
6 141.38 temperature 20 270 > th dose dependent rect. 16 23
12 143.99 temperature 20 720 > th dose dependent sin 6 NA
19 144.53 temperature 30 270 < th dose dependent rect. 23 22
26 145.16 temperature 25 4320 < th dose dependent rect. 21 2
34 145.59 temperature 20 90 > th dose dependent no NA NA
46 146.13 temperature 20 1440 > th dose dependent rect. 17 17
54 146.55 temperature 20 90 > th dose dependent rect. 3 23
60 146.79 temperature 15 4320 > th dose dependent rect. 21 3
97 147.75 temperature 20 1440 > th dose dependent rect. 5 4
100 147.75 temperature 20 4320 > th dose dependent rect. 7 17
114 147.89 temperature 20 4320 > th dose dependent rect. 7 5
199 148.38 temperature 20 4320 > th dose independent rect. 18 8
200 148.38 temperature 20 4320 > th dose dependent sin 1 NA
257 148.60 temperature 20 4320 > th dose dependent sin 20 NA
259 148.61 temperature 20 4320 < th dose independent rect. 18 8
283 148.66 temperature 15 4320 > th dose dependent sin 12 NA
313 148.74 temperature 20 4320 > th dose independent rect. 16 14
338 148.78 temperature 20 4320 > th dose dependent rect. 22 21
390 148.90 temperature 20 4320 < th dose independent rect. 17 13
391 148.90 temperature 20 4320 > th dose dependent no NA NA
434 148.99 temperature 20 4320 > th dose dependent rect. 17 23
458 149.05 temperature 20 4320 > th dose dependent rect. 13 23
468 149.08 temperature 20 4320 > th dose dependent rect. 15 23
501 149.19 temperature 25 4320 < th dose dependent sin 13 NA
505 149.20 temperature 20 4320 > th dose independent sin 13 NA
584 149.41 temperature 20 4320 > th dose dependent rect. 17 2
637 149.56 temperature 20 4320 < th dose independent sin 13 NA