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Os01g0341000

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

Description : TMP repeat containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.4 (0.0316) R2 : 0.669
β1 : 1.46 (0.119) R2dD : 0.127 R2D : 0.0185
β2 : 1.16 (0.0774) R2dC : 0.164 R2C : 0.191
β3 : 2.1 (0.0966) R2dE : 0.455 R2E : 0.377
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0157 (0.0734) R2dN8 : 5.65e-05 R2N8 : 0.00321
σ : 0.574
deviance : 152.09
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C
peak time of C : 8.49
E
wheather : temperature
threshold : 22.16
memory length : 1975
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 = temperature, 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
150.95 0.577 7.38 1.55 1.14 2.07 0.597 -0.388 0.0274 8.37 22.21 2049 -- --
151.07 0.572 7.4 1.45 1.16 2.11 0.583 -- -0.00846 8.42 22.18 1969 -- --
152.04 0.574 7.39 1.54 1.14 2.07 -- -0.305 0.0206 8.4 22.21 2045 -- --
152.09 0.574 7.4 1.46 1.16 2.1 -- -- -0.0157 8.49 22.16 1975 -- --
222.9 0.695 7.4 1.62 -- 2.2 -- -0.313 0.0854 -- 22.3 2193 -- --
308.43 0.823 7.56 0.582 1.26 -- 0.573 -- -0.733 8.58 -- -- -- --
309.49 0.824 7.56 0.601 1.26 -- -- -- -0.732 8.62 -- -- -- --
222.84 0.695 7.42 1.54 -- 2.23 -- -- 0.0454 -- 22.1 2139 -- --
195.77 0.652 7.45 -- 1.28 1.74 -- -- -0.269 8.17 22.3 1383 -- --
399.21 0.934 7.59 0.604 -- -- -- -- -0.721 -- -- -- -- --
318.99 0.835 7.57 -- 1.26 -- -- -- -0.799 8.59 -- -- -- --
244.13 0.728 7.49 -- -- 1.78 -- -- -0.245 -- 22.4 739 -- --
408.85 0.944 7.61 -- -- -- -- -- -0.788 -- -- -- -- --

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
1 160.19 temperature 25 1440 < th dose dependent rect. 17 13
11 160.99 temperature 25 1440 < th dose dependent rect. 1 4
15 161.19 temperature 15 1440 > th dose dependent rect. 1 4
16 161.22 temperature 25 1440 < th dose dependent rect. 3 2
44 161.87 temperature 25 1440 < th dose dependent sin 12 NA
73 162.37 temperature 25 720 < th dose dependent rect. 16 19
403 166.12 temperature 20 720 > th dose dependent sin 9 NA
439 166.41 temperature 25 720 < th dose dependent rect. 24 23
493 167.02 temperature 25 720 < th dose dependent no NA NA
644 168.26 temperature 25 720 < th dose dependent rect. 6 23
653 168.38 temperature 20 4320 > th dose independent rect. 21 2
663 168.49 temperature 25 720 < th dose dependent rect. 3 23
792 169.67 temperature 20 1440 > th dose independent rect. 5 1
836 169.94 temperature 20 1440 < th dose independent rect. 5 1
893 170.40 temperature 15 720 > th dose dependent rect. 19 18
895 170.42 temperature 20 4320 < th dose independent rect. 21 2
905 170.51 temperature 20 1440 < th dose independent rect. 4 3
926 170.62 temperature 20 1440 > th dose independent rect. 4 3