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Os01g0339500

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.36 (0.0397) R2 : 0.706
β1 : -3.96 (0.153) R2dD : 0.529 R2D : 0.144
β2 : 0.833 (0.0973) R2dC : 0.0481 R2C : 0.0596
β3 : -4.66 (0.191) R2dE : 0.538 R2E : 0.129
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.789 (0.0927) R2dN8 : 0.08 R2N8 : -0.15
σ : 0.72
deviance : 238.7
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C
peak time of C : 3.44
E
wheather : temperature
threshold : 26.86
memory length : 1352
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
231.03 0.714 6.44 -4.61 0.906 -4.38 -0.505 3.07 -0.92 3.21 28.75 1417 -- --
238.78 0.72 6.37 -3.88 0.856 -4.41 -0.565 -- -0.73 3.38 26.95 1360 -- --
231.65 0.709 6.43 -4.54 0.874 -4.44 -- 2.89 -0.913 3.27 28.04 1383 -- --
238.7 0.72 6.36 -3.96 0.833 -4.66 -- -- -0.789 3.44 26.86 1352 -- --
259.87 0.751 6.44 -4.58 -- -4.68 -- 3.12 -0.945 -- 28.21 1194 -- --
549.97 1.1 6.13 -2.55 1.12 -- -0.628 -- 0.256 3.2 -- -- -- --
551.25 1.1 6.12 -2.53 1.12 -- -- -- 0.26 3.23 -- -- -- --
267.47 0.762 6.37 -3.96 -- -4.87 -- -- -0.814 -- 27.25 1196 -- --
581.81 1.12 6.17 -- 1.06 -2.83 -- -- 0.021 4.89 25.8 726 -- --
622.12 1.17 6.12 -2.49 -- -- -- -- 0.289 -- -- -- -- --
720.48 1.26 6.06 -- 1.07 -- -- -- 0.542 3.22 -- -- -- --
621.61 1.16 6.19 -- -- -3.05 -- -- -0.0239 -- 26.8 1109 -- --
785.2 1.31 6.06 -- -- -- -- -- 0.565 -- -- -- -- --

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
1 227.11 temperature 30 1440 < th dose dependent rect. 16 17
15 228.16 temperature 10 1440 > th dose dependent rect. 17 16
81 229.87 temperature 30 1440 < th dose dependent sin 12 NA
95 230.15 temperature 10 1440 > th dose dependent sin 11 NA
182 231.47 temperature 30 1440 < th dose dependent no NA NA
199 231.68 temperature 30 1440 < th dose dependent rect. 1 23
203 231.76 temperature 30 1440 < th dose dependent rect. 20 23
209 231.82 temperature 30 1440 < th dose dependent rect. 23 23
216 231.88 temperature 30 1440 < th dose dependent rect. 3 23
290 232.79 temperature 30 1440 < th dose dependent rect. 3 6
319 233.11 temperature 15 1440 > th dose dependent rect. 3 6
321 233.12 temperature 30 1440 < th dose dependent rect. 4 4
329 233.23 temperature 10 1440 > th dose dependent rect. 4 4
466 234.60 temperature 15 1440 > th dose dependent no NA NA
491 234.81 temperature 15 1440 > th dose dependent rect. 20 23
517 235.01 temperature 10 1440 > th dose dependent rect. 1 9
557 235.20 temperature 30 1440 < th dose dependent rect. 1 12
577 235.33 temperature 15 1440 > th dose dependent rect. 1 23