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Os11g0554200

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 : 7.2 (0.026) R2 : 0.616
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.21 (0.116) R2dE : 0.349 R2E : 0.458
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.65 (0.0576) R2dN8 : 0.158 R2N8 : 0.267
σ : 0.482
deviance : 107.06
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C
peak time of C : --
E
wheather : temperature
threshold : 24.96
memory length : 503
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
89.42 0.444 7.19 -0.137 0.429 -2.69 1.41 -1.03 0.68 0.384 23.7 336 -- --
90.43 0.443 7.21 -0.272 0.453 -2.51 1.32 -- 0.653 0.144 23.87 312 -- --
97.83 0.461 7.2 -0.237 0.428 -2.6 -- -0.577 0.665 0.254 23.75 330 -- --
97.97 0.461 7.21 -0.319 0.474 -2.52 -- -- 0.653 0.188 23.81 286 -- --
103.17 0.473 7.19 -0.125 -- -2.4 -- -1.2 0.634 -- 25.08 596 -- --
174.37 0.619 7.11 0.342 0.377 -- 1.3 -- 1.07 22.9 -- -- -- --
181.19 0.63 7.12 0.292 0.383 -- -- -- 1.07 22.1 -- -- -- --
104.64 0.476 7.21 -0.318 -- -2.34 -- -- 0.597 -- 24.9 507 -- --
100.5 0.467 7.21 -- 0.46 -2.4 -- -- 0.673 0.0523 23.88 284 -- --
190.05 0.644 7.11 0.297 -- -- -- -- 1.07 -- -- -- -- --
183.44 0.634 7.13 -- 0.384 -- -- -- 1.03 22.2 -- -- -- --
107.06 0.482 7.2 -- -- -2.21 -- -- 0.65 -- 24.96 503 -- --
192.37 0.647 7.11 -- -- -- -- -- 1.03 -- -- -- -- --

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 89.21 temperature 25 270 < th dose dependent rect. 6 23
7 90.95 temperature 25 270 < th dose dependent rect. 15 22
23 91.47 temperature 25 270 < th dose dependent no NA NA
58 93.68 temperature 25 270 < th dose dependent rect. 10 23
218 97.42 temperature 15 720 > th dose dependent rect. 11 22
240 97.79 temperature 25 30 < th dose dependent rect. 23 23
262 98.08 temperature 10 720 > th dose dependent rect. 13 23
271 98.13 temperature 25 1440 < th dose dependent rect. 3 9
338 98.75 temperature 25 1440 < th dose dependent rect. 18 18
343 98.78 temperature 25 1440 < th dose dependent rect. 21 15
350 98.83 temperature 10 720 > th dose dependent rect. 16 23
395 99.17 temperature 25 720 < th dose dependent sin 15 NA
410 99.26 temperature 10 270 > th dose dependent no NA NA
420 99.33 temperature 25 1440 < th dose dependent sin 5 NA
471 99.66 temperature 15 720 > th dose dependent rect. 13 19
549 100.09 temperature 10 1440 > th dose dependent rect. 21 14
679 100.57 temperature 10 1440 > th dose dependent sin 8 NA
688 100.58 temperature 10 270 > th dose dependent rect. 24 23
741 100.75 temperature 10 1440 > th dose dependent rect. 1 10
766 100.80 temperature 10 1440 > th dose dependent rect. 3 6
979 101.46 temperature 25 1440 < th dose dependent rect. 22 1