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Os05g0159300

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Lipolytic enzyme, G-D-S-L family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 9.87 (0.0408) R2 : 0.674
β1 : -4.42 (0.152) R2dD : 0.682 R2D : 0.411
β2 : 0.557 (0.104) R2dC : 0.0192 R2C : -0.0251
β3 : 1.71 (0.139) R2dE : 0.136 R2E : -0.103
β4 : 4.3 (0.476) R2dD*C : 0.0593 R2D*C : 0.0132
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.07 (0.0937) R2dN8 : 0.147 R2N8 : -0.0883
σ : 0.746
deviance : 256.29
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C
peak time of C : 6.37
E
wheather : radiation
threshold : 10.03
memory length : 1338
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 = radiation, 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
255.29 0.751 9.87 -4.52 0.547 1.7 4.28 -0.776 -1.07 6.29 10.09 1337 -- --
256.29 0.746 9.87 -4.42 0.557 1.71 4.3 -- -1.07 6.37 10.03 1338 -- --
293.97 0.799 9.88 -4.45 0.65 1.53 -- -0.829 -1.08 4.03 10.03 1372 -- --
295.2 0.8 9.87 -4.35 0.647 1.56 -- -- -1.07 3.37 10.03 1406 -- --
316.02 0.828 9.89 -4.46 -- 1.68 -- -0.806 -1.09 -- 10.09 1365 -- --
336.01 0.859 9.74 -3.87 0.577 -- 4.13 -- -0.556 5.64 -- -- -- --
362.89 0.892 9.76 -3.86 0.768 -- -- -- -0.579 3.01 -- -- -- --
317.12 0.829 9.87 -4.34 -- 1.65 -- -- -1.04 -- 10.1 1378 -- --
671.16 1.21 9.76 -- 0.453 1.53 -- -- -0.852 3.41 39.92 8486 -- --
396.68 0.931 9.76 -3.83 -- -- -- -- -0.559 -- -- -- -- --
756.28 1.29 9.67 -- 0.691 -- -- -- -0.148 2.98 -- -- -- --
666.27 1.2 9.79 -- -- 2.57 -- -- -0.868 -- 49.83 8484 -- --
783.76 1.31 9.66 -- -- -- -- -- -0.134 -- -- -- -- --

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
1 255.99 humidity 70 720 > th dose independent sin 11 NA
2 257.37 humidity 70 720 < th dose independent sin 12 NA
5 258.17 humidity 70 720 > th dose independent rect. 17 16
7 258.82 temperature 25 720 > th dose dependent rect. 17 6
10 259.54 temperature 30 720 < th dose independent rect. 16 9
12 259.70 humidity 80 720 < th dose dependent rect. 17 4
21 261.08 humidity 70 720 < th dose independent rect. 17 15
26 261.46 humidity 70 720 < th dose independent rect. 17 3
39 261.71 temperature 25 720 > th dose dependent rect. 17 15
80 263.02 humidity 80 1440 < th dose dependent rect. 15 6
85 263.30 temperature 25 720 > th dose dependent rect. 18 1
86 263.34 temperature 25 720 > th dose dependent sin 14 NA
87 263.37 humidity 80 720 < th dose dependent rect. 17 15
92 263.48 radiation 20 1440 > th dose independent rect. 16 15
99 263.86 temperature 30 720 < th dose independent rect. 17 17
140 264.60 humidity 80 1440 < th dose dependent sin 15 NA
144 264.67 humidity 80 1440 < th dose dependent rect. 15 17
158 264.98 radiation 20 1440 < th dose independent rect. 16 4
164 265.06 radiation 20 1440 < th dose independent rect. 16 6
166 265.06 radiation 20 1440 > th dose dependent rect. 15 17
179 265.16 radiation 20 1440 < th dose independent rect. 16 2
180 265.17 radiation 20 1440 < th dose independent rect. 16 8
183 265.19 radiation 10 1440 > th dose independent sin 14 NA
214 265.42 radiation 30 1440 > th dose independent rect. 15 17
218 265.48 radiation 20 1440 > th dose independent rect. 16 1
233 265.49 radiation 10 1440 > th dose independent rect. 11 23
236 265.57 radiation 10 1440 > th dose independent rect. 15 22
239 265.63 temperature 30 720 < th dose independent sin 11 NA
261 265.76 humidity 60 1440 > th dose independent rect. 12 7
269 265.84 radiation 20 1440 < th dose independent rect. 16 12
282 265.95 humidity 60 1440 > th dose independent rect. 12 10
314 266.06 humidity 60 1440 > th dose independent rect. 12 15
345 266.26 temperature 30 720 < th dose independent rect. 15 4
348 266.29 radiation 10 1440 > th dose independent rect. 8 23
357 266.40 temperature 30 720 > th dose independent rect. 17 2
391 266.65 humidity 60 1440 > th dose independent sin 15 NA
473 267.22 humidity 60 1440 < th dose independent rect. 13 6
476 267.25 radiation 10 1440 > th dose dependent rect. 15 3
491 267.28 radiation 40 1440 < th dose dependent rect. 15 5
509 267.33 radiation 10 1440 > th dose independent no NA NA
510 267.33 radiation 10 1440 > th dose independent rect. 6 12
593 267.35 radiation 40 1440 < th dose dependent rect. 15 7
667 267.49 temperature 30 1440 > th dose dependent rect. 13 6
682 267.50 humidity 50 720 > th dose dependent rect. 14 22
713 267.63 humidity 50 720 > th dose dependent rect. 15 19
751 267.82 radiation 40 1440 < th dose dependent rect. 15 12
968 268.48 radiation 30 1440 < th dose independent rect. 15 17