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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.

Os02g0189300

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 : 3.88 (0.0458) R2 : 0.142
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.92 (0.129) R2dE : 0.114 R2E : 0.134
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.174 (0.103) R2dN8 : 0.00829 R2N8 : 0.0279
σ : 0.843
deviance : 327.81
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.44
memory length : 1868
response mode : < th
dose dependency : dose independent
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 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
324.47 0.846 3.8 1.08 0.213 1.34 -0.667 -2.47 0.00474 1.83 24.9 3187 -- --
324.96 0.84 3.85 0.695 0.237 1.19 -0.634 -- -0.0577 2.17 21.5 3898 -- --
325.94 0.841 3.8 1.09 0.22 1.32 -- -2.29 0.0217 2.51 24.8 3154 -- --
326.36 0.841 3.85 0.716 0.228 1.18 -- -- -0.0623 2.66 21.6 3901 -- --
328.72 0.844 3.79 1.09 -- 1.3 -- -2.3 0.0221 -- 24.81 3188 -- --
361.56 0.891 3.94 0.0157 0.173 -- -0.606 -- -0.47 2.47 -- -- -- --
362.79 0.892 3.94 0.0314 0.18 -- -- -- -0.467 3.36 -- -- -- --
325.53 0.84 3.86 0.732 -- 1.18 -- -- -0.0986 -- 22.1 1870 -- --
325.75 0.841 3.88 -- 0.196 0.938 -- -- -0.171 1.83 22.43 1928 -- --
364.62 0.892 3.94 0.039 -- -- -- -- -0.462 -- -- -- -- --
362.81 0.891 3.94 -- 0.181 -- -- -- -0.471 3.36 -- -- -- --
327.81 0.843 3.88 -- -- 0.92 -- -- -0.174 -- 22.44 1868 -- --
364.66 0.891 3.94 -- -- -- -- -- -0.467 -- -- -- -- --

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
1 310.53 wind 9 43200 > th dose dependent rect. 18 3
2 312.10 wind 9 43200 > th dose independent rect. 18 3
3 312.69 wind 9 43200 > th dose dependent rect. 18 12
4 312.80 wind 9 43200 < th dose independent rect. 18 3
9 315.99 wind 9 43200 > th dose dependent rect. 18 7
13 316.49 temperature 20 1440 > th dose dependent rect. 5 1
24 317.57 wind 1 43200 < th dose dependent rect. 19 2
52 319.60 temperature 20 4320 > th dose independent rect. 21 2
59 319.84 temperature 20 4320 < th dose independent rect. 20 3
65 319.97 temperature 20 4320 > th dose independent rect. 20 4
90 320.67 wind 9 43200 > th dose independent rect. 18 12
100 320.86 temperature 20 1440 > th dose dependent sin 10 NA
114 321.21 wind 9 43200 > th dose independent rect. 18 7
117 321.24 temperature 25 1440 < th dose dependent rect. 4 1
120 321.33 temperature 20 4320 > th dose dependent rect. 21 1
123 321.42 radiation 20 43200 > th dose independent rect. 7 1
145 321.60 radiation 10 43200 < th dose independent rect. 8 1
147 321.64 radiation 1 4320 < th dose dependent rect. 1 4
150 321.69 temperature 25 4320 < th dose dependent rect. 21 1
155 321.82 radiation 10 43200 > th dose dependent rect. 7 1
156 321.82 radiation 40 43200 > th dose dependent rect. 9 1
172 321.94 humidity 90 43200 > th dose dependent rect. 5 1
195 322.03 radiation 10 43200 > th dose dependent rect. 7 3
233 322.22 radiation 30 43200 < th dose dependent rect. 7 1
236 322.23 temperature 25 1440 < th dose dependent rect. 17 5
273 322.31 humidity 90 43200 > th dose independent rect. 5 1
300 322.42 temperature 20 90 > th dose dependent rect. 11 23
301 322.43 radiation 20 43200 < th dose independent rect. 4 8
304 322.44 radiation 20 43200 < th dose independent rect. 6 6
355 322.51 radiation 40 43200 > th dose independent rect. 9 1
362 322.53 radiation 20 43200 < th dose independent sin 8 NA
367 322.55 radiation 40 43200 < th dose independent rect. 9 1
394 322.63 temperature 20 10 > th dose dependent rect. 22 22
494 322.77 radiation 10 43200 > th dose dependent sin 9 NA
567 322.84 temperature 20 10 > th dose dependent rect. 4 16
581 322.85 temperature 25 1440 < th dose dependent rect. 17 14
699 323.00 radiation 20 43200 < th dose independent rect. 11 1
740 323.03 radiation 1 4320 < th dose dependent rect. 17 11
748 323.05 wind 5 43200 > th dose independent rect. 13 8
760 323.08 temperature 20 1440 < th dose independent rect. 4 2
771 323.08 radiation 1 4320 < th dose dependent rect. 17 9
798 323.12 temperature 25 1440 < th dose independent rect. 17 3
890 323.19 radiation 40 43200 < th dose dependent rect. 19 15
916 323.22 radiation 1 4320 < th dose dependent rect. 17 2
960 323.27 wind 5 43200 > th dose independent rect. 11 10
968 323.29 wind 5 43200 > th dose independent rect. 13 2
977 323.31 wind 5 43200 > th dose dependent rect. 14 1