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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.

Os05g0104600

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

Description : Leucine rich repeat, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.61 (0.0331) R2 : 0.553
β1 : 2 (0.134) R2dD : 0.293 R2D : -0.0184
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.86 (0.143) R2dE : 0.571 R2E : 0.26
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.00137 (0.0772) R2dN8 : -7.41e-06 R2N8 : 0.000459
σ : 0.6
deviance : 166.2
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 25
memory length : 4689
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 1.25
open length of G : 1.25

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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
158.15 0.591 5.68 1.55 0.232 2.85 -0.8 2.27 -0.0491 18.3 25.16 6072 1.02 0.468
160.17 0.589 5.61 1.99 0.317 2.92 -0.669 -- 0.00523 18.5 25.52 4717 1.18 0.959
157.99 0.585 5.69 1.58 0.243 2.81 -- 2.37 -0.0275 17.9 24.23 6213 1.17 0.283
161.83 0.592 5.61 2 0.304 2.89 -- -- 0.0188 17.6 25.3 4716 1.15 1.13
161.02 0.591 5.68 1.55 -- 2.81 -- 2.46 -0.0386 -- 24.09 6240 1.18 0.294
305.91 0.82 5.77 0.701 0.201 -- -0.903 -- -0.691 18.6 -- -- -- --
307.53 0.821 5.77 0.718 0.217 -- -- -- -0.692 17.1 -- -- -- --
166.2 0.6 5.61 2 -- 2.86 -- -- -0.00137 -- 25 4689 1.25 1.25
243.7 0.727 5.7 -- 0.147 2.08 -- -- -0.234 16.7 25.6 4611 1.15 0.0672
310 0.823 5.77 0.71 -- -- -- -- -0.698 -- -- -- -- --
321.12 0.838 5.79 -- 0.205 -- -- -- -0.772 17.3 -- -- -- --
243.66 0.727 5.73 -- -- 1.95 -- -- -0.399 -- 25.6 4634 1.19 0.0165
323.31 0.839 5.79 -- -- -- -- -- -0.776 -- -- -- -- --

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
1 164.26 temperature 25.0 4320 < th dose dependent rect. 1 1
8 165.25 temperature 10.0 4320 > th dose dependent rect. 1 1
23 165.83 temperature 25.0 4320 < th dose dependent rect. 21 7
36 166.20 temperature 20.0 1440 > th dose dependent rect. 3 4
58 166.53 temperature 10.0 4320 > th dose dependent rect. 21 8
261 169.04 temperature 25.0 4320 < th dose dependent sin 12 NA
368 170.39 temperature 10.0 4320 > th dose dependent sin 11 NA
866 175.31 precipitation 0.1 43200 > th dose independent rect. 20 1
873 175.38 precipitation 0.1 43200 < th dose independent rect. 20 1
874 175.38 precipitation 0.1 43200 < th dose dependent rect. 20 1