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Os08g0530100

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 : 8.16 (0.0408) R2 : 0.551
β1 : -2.27 (0.165) R2dD : 0.243 R2D : 0.194
β2 : 1.56 (0.102) R2dC : 0.234 R2C : 0.24
β3 : -1.12 (0.216) R2dE : 0.0286 R2E : 0.0581
β4 : 2.42 (0.429) R2dD*C : 0.0315 R2D*C : 0.0445
β5 : -4.82 (0.812) R2dD*E : 0.0445 R2D*E : -0.026
γ1 : 0.0651 (0.088) R2dN8 : 0.00076 R2N8 : 0.00199
σ : 0.759
deviance : 260.74
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C
peak time of C : 20.3
E
wheather : humidity
threshold : 78
memory length : 1392
response mode : < th
dose dependency : dose independent
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 = humidity, response mode = < th, dose dependency = dose independent, 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
260.74 0.759 8.16 -2.27 1.56 -1.12 2.42 -4.82 0.0651 20.3 78 1392 -- --
279.5 0.779 8.13 -1.83 1.85 -1.08 2.7 -- 0.173 19.7 75.32 1839 -- --
278.59 0.777 8.16 -2.31 1.56 -1.12 -- -4.85 0.0726 20.4 78 1407 -- --
299.81 0.806 8.12 -1.9 1.82 -1.07 -- -- 0.195 19.8 75.26 1830 -- --
412.7 0.946 8.11 -2.35 -- -1.27 -- -4.87 0.0571 -- 78 1403 -- --
305.92 0.82 8.14 -1.94 1.59 -- 2.63 -- 0.0935 20 -- -- -- --
326.12 0.846 8.14 -2.01 1.58 -- -- -- 0.0935 20.2 -- -- -- --
433.19 0.969 8.09 -1.94 -- -1.55 -- -- 0.142 -- 78 1414 -- --
385.33 0.914 8.05 -- 1.78 -1.35 -- -- 0.409 19.7 69.51 1769 -- --
464.94 1.01 8.09 -2.03 -- -- -- -- 0.0756 -- -- -- -- --
433.02 0.973 8.08 -- 1.6 -- -- -- 0.318 20.1 -- -- -- --
522.74 1.06 8.02 -- -- -1.01 -- -- 0.35 -- 70 1441 -- --
573.14 1.12 8.04 -- -- -- -- -- 0.3 -- -- -- -- --

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
1 242.34 humidity 80.0 14400 > th dose independent rect. 13 2
3 242.80 humidity 70.0 14400 > th dose dependent rect. 13 1
5 243.64 humidity 80.0 14400 < th dose independent rect. 13 2
18 244.85 wind 3.0 14400 < th dose dependent rect. 4 1
21 245.08 precipitation 0.1 14400 > th dose independent rect. 7 9
22 245.11 humidity 70.0 4320 < th dose independent rect. 11 1
42 245.92 precipitation 0.1 14400 > th dose independent rect. 9 7
44 245.97 precipitation 0.1 14400 < th dose independent rect. 7 9
46 245.97 precipitation 0.1 14400 < th dose dependent rect. 7 9
51 246.46 wind 1.0 14400 > th dose dependent rect. 23 6
57 246.73 wind 7.0 14400 < th dose dependent rect. 1 4
59 246.74 wind 1.0 14400 > th dose dependent rect. 1 3
92 247.24 precipitation 0.1 14400 > th dose dependent rect. 6 10
101 247.37 wind 9.0 14400 < th dose dependent rect. 23 6
114 247.94 humidity 70.0 4320 > th dose independent rect. 11 1
173 249.05 wind 1.0 14400 > th dose independent rect. 4 3
186 249.21 wind 9.0 14400 < th dose independent rect. 6 5
202 249.49 precipitation 0.1 14400 > th dose independent rect. 14 2
203 249.49 precipitation 0.1 14400 > th dose dependent rect. 14 2
254 250.38 precipitation 0.1 14400 < th dose independent rect. 14 2
256 250.38 precipitation 0.1 14400 < th dose dependent rect. 14 2
274 250.64 wind 1.0 14400 < th dose independent rect. 4 3
275 250.65 wind 1.0 14400 > th dose dependent rect. 4 1
335 251.38 humidity 80.0 14400 > th dose dependent sin 23 NA
447 252.46 humidity 90.0 14400 < th dose dependent rect. 14 1
451 252.51 humidity 80.0 14400 > th dose independent sin 23 NA
474 252.79 temperature 30.0 14400 < th dose dependent rect. 13 1
527 253.27 wind 9.0 14400 > th dose independent rect. 6 5
575 253.77 humidity 90.0 1440 < th dose dependent rect. 22 16
592 253.86 temperature 10.0 14400 > th dose dependent rect. 13 1
609 253.98 wind 1.0 14400 > th dose independent rect. 2 5
657 254.22 humidity 80.0 14400 < th dose independent sin 23 NA
694 254.43 humidity 50.0 1440 > th dose dependent rect. 23 16
695 254.44 humidity 90.0 14400 > th dose independent rect. 7 1
872 255.29 humidity 90.0 14400 > th dose independent rect. 15 6
874 255.30 humidity 90.0 1440 < th dose dependent sin 6 NA
934 255.53 wind 1.0 14400 < th dose independent rect. 2 5
939 255.54 humidity 80.0 1440 < th dose independent rect. 1 14
946 255.57 humidity 80.0 1440 < th dose independent rect. 3 12
964 255.64 humidity 70.0 1440 > th dose independent rect. 8 6
992 255.75 humidity 70.0 1440 > th dose dependent rect. 7 8