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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.

Os04g0507700

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 : 3.07 (0.0207) R2 : 0.00472
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.064 (0.0435) R2dN8 : 0.00609 R2N8 : 0.00472
σ : 0.389
deviance : 69.51
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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 = 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
64.24 0.377 3.05 -0.091 0.342 0.238 -1.53 -1.2 0.0692 9.68 0.03999 8 -- --
66.17 0.382 3.07 -0.197 0.176 0.0639 -0.556 -- 0.0406 6.88 0.03999 8 -- --
66.29 0.379 3.06 -0.162 0.282 0.184 -- -0.166 0.0601 9.26 0.04793 4 -- --
66.43 0.38 3.05 -0.183 0.29 0.186 -- -- 0.065 9.44 0.05984 4 -- --
68.21 0.387 3.07 -0.213 -- 0.00529 -- -0.232 0.0408 -- 45.55 10 -- --
66.39 0.382 3.07 -0.206 0.147 -- -0.617 -- 0.0353 5.89 -- -- -- --
67.3 0.384 3.07 -0.21 0.145 -- -- -- 0.038 6.37 -- -- -- --
67.82 0.384 3.08 -0.292 -- 0.0867 -- -- 0.011 -- 7.723 616 -- --
67.4 0.382 3.06 -- 0.283 0.188 -- -- 0.068 9.57 0.05995 5 -- --
68.39 0.386 3.07 -0.206 -- -- -- -- 0.0411 -- -- -- -- --
68.46 0.387 3.06 -- 0.142 -- -- -- 0.0614 6.45 -- -- -- --
68.56 0.386 3.07 -- -- 0.157 -- -- 0.0706 -- 11.09 639 -- --
69.51 0.389 3.07 -- -- -- -- -- 0.064 -- -- -- -- --

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 51.33 humidity 90.0 90 < th dose independent rect. 2 1
2 52.76 atmosphere 1005.0 30 > th dose independent rect. 2 2
5 54.31 atmosphere 1005.0 90 > th dose dependent rect. 2 2
17 56.33 temperature 20.0 10 < th dose independent rect. 4 1
19 56.42 wind 3.0 30 < th dose independent rect. 2 2
28 56.99 temperature 20.0 90 > th dose independent rect. 2 1
30 57.17 wind 1.0 90 > th dose independent rect. 2 1
39 57.97 temperature 30.0 90 < th dose dependent rect. 2 1
42 58.05 atmosphere 995.0 90 > th dose independent rect. 3 23
45 58.06 temperature 10.0 90 > th dose independent rect. 2 1
47 58.06 temperature 30.0 90 < th dose independent rect. 2 1
48 58.06 humidity 50.0 90 > th dose independent rect. 2 1
52 58.06 atmosphere 1010.0 90 < th dose independent rect. 2 1
54 58.06 radiation 1.0 90 < th dose independent rect. 2 1
59 58.06 precipitation 0.1 90 < th dose independent rect. 2 1
60 58.06 temperature 10.0 90 > th dose independent rect. 3 23
61 58.06 radiation 1.0 90 < th dose dependent rect. 2 1
66 58.06 precipitation 0.1 90 < th dose dependent rect. 2 1
70 58.12 wind 9.0 30 < th dose dependent rect. 2 2
72 58.14 precipitation 0.1 10 < th dose independent rect. 2 2
73 58.14 precipitation 0.1 10 < th dose dependent rect. 2 2
77 58.26 atmosphere 1000.0 10 > th dose independent rect. 4 22
79 58.30 humidity 80.0 10 > th dose independent rect. 2 2
81 58.32 temperature 10.0 10 > th dose independent rect. 2 2
83 58.32 temperature 30.0 10 < th dose independent rect. 2 2
84 58.32 humidity 50.0 10 > th dose independent rect. 2 2
87 58.32 atmosphere 995.0 10 > th dose independent rect. 2 2
88 58.32 atmosphere 1010.0 10 < th dose independent rect. 2 2
90 58.32 radiation 1.0 10 < th dose independent rect. 2 2
95 58.32 temperature 10.0 10 > th dose independent rect. 4 22
96 58.32 radiation 1.0 10 < th dose dependent rect. 2 2
101 58.33 wind 9.0 10 < th dose independent rect. 4 22
130 58.44 precipitation 0.1 10 < th dose independent rect. 4 22
131 58.44 precipitation 0.1 10 < th dose dependent rect. 4 22
144 58.55 humidity 90.0 270 < th dose independent rect. 24 3
148 58.67 temperature 10.0 30 > th dose dependent rect. 2 2
155 58.82 wind 9.0 1440 < th dose independent rect. 3 2
156 58.82 temperature 10.0 1440 > th dose independent rect. 3 2
159 58.82 temperature 30.0 1440 < th dose independent rect. 3 2
163 58.82 humidity 50.0 1440 > th dose independent rect. 3 2
172 58.82 atmosphere 995.0 1440 > th dose independent rect. 3 2
173 58.82 radiation 20.0 1440 < th dose independent rect. 3 2
185 58.82 temperature 10.0 1440 > th dose independent rect. 5 22
188 58.83 humidity 50.0 90 > th dose dependent rect. 2 1
190 58.85 temperature 30.0 10 < th dose dependent rect. 2 2
193 58.93 humidity 90.0 270 < th dose dependent rect. 24 1
194 59.02 humidity 50.0 30 > th dose independent rect. 4 22
196 59.03 humidity 50.0 10 > th dose dependent rect. 2 2
205 59.23 wind 3.0 270 > th dose independent rect. 24 1
232 59.77 temperature 30.0 30 < th dose independent rect. 4 22
235 59.81 wind 1.0 30 > th dose independent rect. 4 22
272 60.08 atmosphere 1015.0 30 < th dose independent rect. 4 22
290 60.40 atmosphere 1015.0 90 < th dose dependent rect. 2 1
321 60.67 wind 1.0 270 > th dose dependent rect. 24 1
492 61.26 wind 1.0 90 > th dose dependent rect. 2 1
519 61.53 atmosphere 1015.0 10 < th dose dependent rect. 2 2
542 61.63 temperature 10.0 30 > th dose dependent rect. 4 22
630 62.01 wind 9.0 30 < th dose dependent rect. 4 22
632 62.02 radiation 1.0 10 < th dose dependent rect. 2 6
707 62.27 radiation 40.0 90 < th dose dependent rect. 15 13
710 62.29 radiation 1.0 43200 < th dose dependent rect. 3 1
731 62.34 radiation 20.0 30 < th dose dependent rect. 9 19
778 62.38 atmosphere 1015.0 1440 < th dose independent rect. 4 1
797 62.39 wind 9.0 30 < th dose dependent rect. 16 12
809 62.42 radiation 1.0 10 < th dose independent rect. 2 6
830 62.45 radiation 1.0 4320 < th dose dependent rect. 3 1
851 62.46 radiation 1.0 1440 < th dose independent rect. 3 1