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Os04g0617400

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 : 6.14 (0.0391) R2 : 0.502
β1 : -1.05 (0.149) R2dD : 0.0614 R2D : -0.0724
β2 : 1.6 (0.0972) R2dC : 0.295 R2C : 0.227
β3 : -2.11 (0.176) R2dE : 0.181 R2E : 0.0191
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.923 (0.0855) R2dN8 : 0.182 R2N8 : 0.0345
σ : 0.725
deviance : 242.52
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C
peak time of C : 3.36
E
wheather : temperature
threshold : 61.09
memory length : 1459
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 2.65
open length of G : 0.85

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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
242.25 0.731 6.2 -1.4 1.57 -1.61 -0.0321 1.3 -1.08 3.36 51.25 1459 2.7 0.95
243.51 0.727 6.2 -1.11 1.56 -2.04 -0.265 -- -0.994 3.4 58.61 1459 2.66 0.883
240.92 0.723 6.2 -1.34 1.55 -1.81 -- 1.36 -1.04 3.33 55.15 1459 2.7 0.9
242.52 0.725 6.14 -1.05 1.6 -2.11 -- -- -0.923 3.36 61.09 1459 2.65 0.85
377.31 0.905 6.2 -1.34 -- -1.7 -- 1.05 -1.08 -- 63.14 1450 2.53 1.07
319.37 0.838 6.08 -0.501 1.56 -- -0.0792 -- -0.665 3.44 -- -- -- --
319.39 0.837 6.08 -0.5 1.56 -- -- -- -0.664 3.43 -- -- -- --
378.94 0.907 6.17 -1.07 -- -1.7 -- -- -1 -- 65.29 1450 2.44 1.07
267.5 0.762 6.1 -- 1.6 -2.05 -- -- -0.72 3.39 68.23 1461 2.67 0.835
455.23 0.997 6.08 -0.434 -- -- -- -- -0.623 -- -- -- -- --
325.97 0.845 6.07 -- 1.55 -- -- -- -0.608 3.44 -- -- -- --
403.79 0.936 6.12 -- -- -1.33 -- -- -0.799 -- 62.96 1456 2.03 1.16
460.19 1 6.07 -- -- -- -- -- -0.575 -- -- -- -- --

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
1 263.42 temperature 20 1440 > th dose independent rect. 18 12
7 263.76 temperature 20 1440 < th dose independent rect. 20 10
8 263.77 temperature 20 1440 < th dose independent rect. 18 12
26 264.47 temperature 20 1440 > th dose independent sin 10 NA
35 264.65 temperature 30 1440 < th dose dependent rect. 3 1
46 264.93 temperature 20 1440 < th dose independent sin 10 NA
69 265.29 temperature 30 1440 < th dose dependent rect. 1 4
80 265.38 temperature 15 1440 > th dose dependent rect. 3 2
81 265.39 temperature 15 1440 > th dose dependent rect. 1 4
93 265.51 temperature 25 1440 < th dose dependent rect. 21 8
130 265.83 temperature 20 1440 < th dose independent rect. 1 6
163 266.05 temperature 20 1440 > th dose independent rect. 1 6
353 267.43 temperature 20 1440 > th dose independent rect. 5 1
354 267.44 temperature 20 1440 < th dose independent rect. 5 1
362 267.47 temperature 25 1440 < th dose dependent rect. 21 2
394 267.69 temperature 20 1440 < th dose independent rect. 3 1
406 267.79 temperature 25 1440 < th dose dependent sin 12 NA
423 267.90 temperature 20 1440 > th dose independent rect. 3 1
558 268.78 temperature 10 720 > th dose dependent sin 7 NA
692 269.58 temperature 20 1440 > th dose independent no NA NA
713 269.76 temperature 15 720 > th dose dependent rect. 21 14
753 270.00 temperature 10 720 > th dose dependent rect. 21 16
761 270.06 temperature 20 1440 > th dose independent rect. 1 23
775 270.14 temperature 10 720 > th dose dependent rect. 23 16
781 270.19 temperature 20 1440 < th dose independent no NA NA
800 270.34 temperature 10 720 > th dose dependent rect. 23 14
806 270.36 temperature 10 30 > th dose dependent rect. 3 23
828 270.50 temperature 15 720 > th dose dependent rect. 23 12
862 270.73 temperature 20 1440 < th dose independent rect. 1 23
897 270.96 temperature 10 720 > th dose dependent rect. 3 8
945 271.33 temperature 15 720 > th dose dependent rect. 19 16