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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os06g0110200

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

Description : Late embryogenesis abundant (LEA) group 1 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.29 (0.0422) R2 : 0.265
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.69 (0.218) R2dE : 0.247 R2E : 0.241
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.302 (0.0889) R2dN8 : 0.0239 R2N8 : 0.018
σ : 0.793
deviance : 289.96
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C
peak time of C : --
E
wheather : radiation
threshold : 13.17
memory length : 315
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 4.36
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 dependent, type of G = sin)

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
257.96 0.755 3.29 -0.445 0.333 2.06 1.4 -6.04 -0.33 12.4 17.6 316 4.66 --
281.96 0.782 3.3 -0.503 0.191 2.48 -0.126 -- -0.349 10.8 13.45 315 4.46 --
264.3 0.757 3.28 -0.394 0.363 2.03 -- -5.38 -0.314 12.2 19.82 313 4.66 --
282.03 0.782 3.3 -0.497 0.189 2.49 -- -- -0.354 10.8 13.45 315 4.54 --
268.31 0.763 3.31 -0.436 -- 2.35 -- -3.84 -0.36 -- 13.79 363 4.57 --
335.54 0.859 3.29 -0.516 0.83 -- -0.201 -- -0.344 12.3 -- -- -- --
335.71 0.858 3.29 -0.524 0.831 -- -- -- -0.345 12.3 -- -- -- --
283.41 0.784 3.31 -0.485 -- 2.64 -- -- -0.356 -- 12.21 315 4.39 --
288.45 0.791 3.29 -- 0.199 2.51 -- -- -0.298 11 14.03 315 4.53 --
379.13 0.91 3.31 -0.552 -- -- -- -- -0.358 -- -- -- -- --
342.95 0.866 3.28 -- 0.838 -- -- -- -0.287 12.3 -- -- -- --
289.96 0.793 3.29 -- -- 2.69 -- -- -0.302 -- 13.17 315 4.36 --
387.16 0.918 3.29 -- -- -- -- -- -0.297 -- -- -- -- --

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
1 261.73 radiation 20 270 > th dose dependent sin 11 NA
3 263.24 radiation 30 270 < th dose independent sin 11 NA
6 264.01 humidity 80 90 < th dose dependent sin 6 NA
9 264.48 humidity 70 10 < th dose dependent sin 6 NA
12 264.96 radiation 20 270 > th dose dependent rect. 7 1
30 265.64 radiation 20 270 > th dose independent sin 10 NA
55 266.70 radiation 30 30 > th dose independent rect. 15 21
56 266.88 radiation 30 10 > th dose independent sin 8 NA
83 268.06 radiation 20 30 > th dose dependent sin 8 NA
99 268.24 humidity 80 10 < th dose dependent rect. 7 9
113 268.27 radiation 20 270 > th dose independent rect. 6 4
155 268.88 radiation 10 30 > th dose dependent rect. 13 23
156 268.91 radiation 30 30 > th dose independent rect. 7 5
219 270.56 radiation 20 30 > th dose dependent rect. 15 21
239 270.82 humidity 70 10 < th dose dependent rect. 7 7
351 271.89 radiation 40 30 > th dose independent rect. 13 23
514 273.53 radiation 20 30 > th dose dependent rect. 7 5
534 273.65 humidity 60 10 < th dose dependent rect. 9 7
574 273.87 radiation 30 720 < th dose independent rect. 3 8
616 274.12 humidity 60 90 < th dose independent rect. 8 7
657 274.47 radiation 40 10 < th dose independent sin 9 NA
690 274.85 humidity 50 10 > th dose dependent sin 2 NA
721 275.00 radiation 30 270 < th dose independent rect. 1 12
722 275.03 humidity 70 90 < th dose dependent rect. 6 5
750 275.08 humidity 60 90 < th dose independent sin 5 NA
880 276.02 humidity 50 90 > th dose dependent sin 3 NA
965 276.48 radiation 30 30 < th dose independent rect. 3 10
991 276.59 humidity 60 90 < th dose dependent rect. 9 2