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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.

Os09g0132200

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 : 3.65 (0.0404) R2 : 0.302
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.65 (0.118) R2dE : 0.323 R2E : 0.278
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.293 (0.0872) R2dN8 : 0.0239 R2N8 : -0.0205
σ : 0.753
deviance : 261.42
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.46
memory length : 1512
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

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 = 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
256.74 0.753 3.62 0.401 0.117 1.6 -0.892 0.739 -0.224 13.1 21.58 1473 -- --
256.8 0.746 3.64 0.186 0.106 1.63 -0.905 -- -0.266 13.1 22.39 1489 -- --
259.77 0.751 3.62 0.36 0.137 1.6 -- 0.691 -0.228 12.8 22.03 1438 -- --
259.96 0.751 3.64 0.153 0.145 1.63 -- -- -0.268 12 22.49 1444 -- --
260.69 0.752 3.63 0.355 -- 1.58 -- 0.662 -0.225 -- 22.15 1504 -- --
355.3 0.884 3.56 0.779 0.005 -- -1.1 -- 0.105 13.9 -- -- -- --
359.49 0.888 3.56 0.744 0.0908 -- -- -- 0.0971 7.79 -- -- -- --
260.9 0.752 3.64 0.151 -- 1.61 -- -- -0.26 -- 22.52 1501 -- --
260.51 0.752 3.65 -- 0.133 1.66 -- -- -0.293 11.6 22.45 1464 -- --
359.94 0.887 3.56 0.745 -- -- -- -- 0.0984 -- -- -- -- --
374.08 0.905 3.58 -- 0.0973 -- -- -- 0.0143 7.26 -- -- -- --
261.42 0.753 3.65 -- -- 1.65 -- -- -0.293 -- 22.46 1512 -- --
374.58 0.903 3.58 -- -- -- -- -- 0.0157 -- -- -- -- --

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
1 258.53 temperature 20 1440 > th dose dependent rect. 1 21
7 258.60 temperature 20 1440 > th dose dependent rect. 12 22
27 258.74 temperature 20 1440 > th dose dependent rect. 21 22
41 258.82 temperature 20 1440 > th dose dependent rect. 5 23
42 258.83 temperature 20 1440 > th dose dependent no NA NA
44 258.84 temperature 20 1440 > th dose dependent rect. 8 23
85 259.09 temperature 20 1440 > th dose dependent rect. 16 1
97 259.21 temperature 20 1440 > th dose dependent sin 18 NA
132 259.49 temperature 20 1440 > th dose dependent rect. 14 9
134 259.50 temperature 20 1440 > th dose dependent rect. 15 7
201 259.88 temperature 10 1440 > th dose dependent rect. 16 1
202 259.88 temperature 25 1440 > th dose dependent rect. 8 11
215 259.93 temperature 20 1440 > th dose dependent rect. 16 3
244 260.05 temperature 25 1440 > th dose dependent rect. 10 9
273 260.20 temperature 20 1440 > th dose dependent sin 4 NA
444 260.77 temperature 10 1440 > th dose dependent rect. 16 3
759 261.99 temperature 20 1440 > th dose dependent rect. 6 1
760 262.00 temperature 20 1440 > th dose dependent rect. 5 4
864 262.42 temperature 25 1440 > th dose dependent rect. 12 1
875 262.45 temperature 30 14400 > th dose independent rect. 15 2
881 262.47 temperature 30 14400 < th dose independent rect. 15 2