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Os09g0274100

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 : 6.43 (0.0337) R2 : 0.759
β1 : 0.458 (0.142) R2dD : 0.00497 R2D : -0.00832
β2 : 2.73 (0.083) R2dC : 0.566 R2C : 0.547
β3 : -2.38 (0.145) R2dE : 0.163 R2E : 0.141
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.32 (0.515) R2dD*E : 0.0624 R2D*E : -4.92e-05
γ1 : 0.36 (0.0732) R2dN8 : 0.0185 R2N8 : 0.0194
σ : 0.601
deviance : 166.79
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C
peak time of C : 19.3
E
wheather : temperature
threshold : 31.99
memory length : 316
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 4.75
open length of G : 16.5

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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
165.72 0.605 6.42 0.401 2.72 -2.44 0.794 -4.55 0.343 19.3 31.64 306 4.93 16.4
197.23 0.654 6.44 0.17 2.79 -2.22 0.495 -- 0.409 18.9 36.24 346 4.23 16.5
166.79 0.601 6.43 0.458 2.73 -2.38 -- -4.32 0.36 19.3 31.99 316 4.75 16.5
192.48 0.646 6.47 -0.00996 2.92 -2.73 -- -- 0.297 18.5 39.12 384 3.62 17.1
226.06 0.7 6.37 -0.197 -- -3.56 -- -2.33 0.425 -- 38.33 349 1.27 9.25
266.11 0.765 6.44 0.235 2.71 -- 1.28 -- 0.475 20.1 -- -- -- --
270.95 0.771 6.44 0.2 2.72 -- -- -- 0.477 20.1 -- -- -- --
236.86 0.717 6.38 -0.051 -- -3.57 -- -- 0.33 -- 37.54 362 1.05 9.1
192.15 0.646 6.47 -- 2.99 -2.72 -- -- 0.283 18.5 39.71 386 3.58 17.3
675.99 1.21 6.37 0.176 -- -- -- -- 0.443 -- -- -- -- --
272.01 0.771 6.44 -- 2.72 -- -- -- 0.454 20.1 -- -- -- --
232.2 0.71 6.4 -- -- -3.62 -- -- 0.296 -- 36.55 397 0.189 9.82
676.81 1.21 6.37 -- -- -- -- -- 0.424 -- -- -- -- --

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
1 170.67 temperature 30 270 < th dose dependent rect. 5 16
3 173.36 temperature 20 270 > th dose dependent rect. 23 17
44 182.22 temperature 30 270 < th dose dependent sin 23 NA
79 185.02 temperature 20 270 > th dose dependent rect. 7 22
81 185.07 temperature 10 270 > th dose dependent rect. 7 23
83 185.24 temperature 15 270 > th dose dependent rect. 9 20
91 185.57 temperature 10 270 > th dose dependent rect. 10 18
118 186.85 temperature 30 270 < th dose independent rect. 5 16
133 187.13 temperature 30 720 < th dose dependent rect. 22 20
146 187.69 temperature 20 270 > th dose dependent no NA NA
170 188.78 temperature 20 270 > th dose dependent sin 1 NA
171 188.93 temperature 10 270 > th dose dependent sin 0 NA
268 191.70 temperature 20 270 > th dose dependent rect. 3 23
368 193.37 temperature 10 720 > th dose dependent rect. 1 23
414 193.94 temperature 20 270 > th dose dependent rect. 8 9
425 194.04 temperature 10 720 > th dose dependent rect. 3 23
502 194.78 temperature 20 1440 > th dose dependent rect. 23 13
554 195.20 temperature 30 270 < th dose dependent rect. 5 6
559 195.22 temperature 30 270 < th dose dependent rect. 13 22
604 195.53 temperature 20 1440 > th dose dependent sin 7 NA
717 196.12 temperature 30 270 < th dose dependent no NA NA