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Os09g0513400

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 : 6.91 (0.0342) R2 : 0.617
β1 : -1.51 (0.128) R2dD : 0.134 R2D : 0.0451
β2 : 1.47 (0.0796) R2dC : 0.277 R2C : 0.238
β3 : -2.62 (0.15) R2dE : 0.327 R2E : 0.211
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00982 (0.0781) R2dN8 : 1.39e-05 R2N8 : 0.00144
σ : 0.623
deviance : 178.97
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C
peak time of C : 23
E
wheather : temperature
threshold : 27.23
memory length : 288
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
173.48 0.619 6.88 -1.15 1.44 -2.79 0.3 -2.12 0.103 22.4 25.4 309 -- --
179.09 0.623 6.92 -1.46 1.5 -2.6 0.314 -- 0.0453 23 27.25 282 -- --
173.83 0.614 6.88 -1.16 1.43 -2.78 -- -2.09 0.101 22.4 25.4 314 -- --
178.97 0.623 6.91 -1.51 1.47 -2.62 -- -- 0.00982 23 27.23 288 -- --
246.09 0.731 6.87 -1.35 -- -3.16 -- -1.81 -0.0174 -- 27.79 659 -- --
279.05 0.783 6.8 -0.824 1.52 -- 0.248 -- 0.578 21.3 -- -- -- --
279.27 0.783 6.8 -0.833 1.52 -- -- -- 0.578 21.3 -- -- -- --
248.65 0.734 6.9 -1.68 -- -3.12 -- -- -0.0773 -- 28.7 676 -- --
233.15 0.711 6.86 -- 1.41 -2.01 -- -- 0.277 22.4 26.62 310 -- --
414.13 0.951 6.76 -0.825 -- -- -- -- 0.572 -- -- -- -- --
297.57 0.807 6.78 -- 1.52 -- -- -- 0.671 21.3 -- -- -- --
315.1 0.827 6.83 -- -- -2.5 -- -- 0.237 -- 29.4 654 -- --
432.1 0.97 6.74 -- -- -- -- -- 0.664 -- -- -- -- --

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
1 171.71 temperature 25 270 < th dose dependent rect. 1 22
9 173.34 temperature 15 90 > th dose dependent rect. 9 21
11 173.70 temperature 10 270 > th dose dependent rect. 7 22
12 173.94 temperature 25 270 < th dose dependent rect. 12 23
17 174.24 temperature 25 270 < th dose dependent no NA NA
50 176.26 temperature 15 10 > th dose dependent rect. 9 22
102 179.72 temperature 25 720 < th dose dependent rect. 5 19
109 180.06 temperature 15 270 > th dose dependent rect. 17 22
245 187.23 temperature 10 270 > th dose dependent sin 8 NA
251 187.41 temperature 20 270 > th dose independent rect. 8 21
280 188.39 temperature 30 270 < th dose dependent sin 8 NA
290 188.88 temperature 25 1440 < th dose dependent rect. 17 5
311 189.59 temperature 15 270 > th dose dependent rect. 23 14
344 190.03 temperature 20 720 > th dose independent rect. 16 13
371 190.61 temperature 20 720 > th dose independent rect. 17 11
415 191.20 temperature 25 720 < th dose dependent sin 15 NA
438 191.45 temperature 20 1440 > th dose independent rect. 15 15
447 191.50 temperature 30 10 < th dose dependent rect. 5 23
464 191.68 temperature 25 720 < th dose dependent sin 21 NA
479 191.88 temperature 20 1440 > th dose independent sin 13 NA
510 192.16 temperature 20 1440 < th dose independent rect. 18 12
617 193.04 temperature 20 1440 < th dose independent rect. 15 15
670 193.42 temperature 25 1440 < th dose dependent rect. 16 20
677 193.48 temperature 20 1440 > th dose independent rect. 20 15
715 193.68 temperature 20 1440 < th dose independent sin 13 NA
721 193.71 temperature 30 10 < th dose dependent rect. 5 21
743 193.80 temperature 20 1440 > th dose independent rect. 20 19
964 194.89 temperature 20 1440 < th dose independent rect. 20 15