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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.

Os05g0214400

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.4 (0.0232) R2 : 0.00322
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0592 (0.0488) R2dN8 : 0.00416 R2N8 : 0.00322
σ : 0.437
deviance : 87.46
__
_____
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 = 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
77.27 0.413 3.42 0.257 0.0702 0.692 0.395 1.56 0.00828 15.7 19.5 1968 -- --
81.18 0.42 3.37 0.5 0.0658 0.407 0.447 -- 0.0697 15.2 19.7 2154 -- --
77.72 0.411 3.42 0.262 0.0701 0.687 -- 1.55 0.00881 15.5 19.48 2007 -- --
81.6 0.421 3.37 0.51 0.0697 0.374 -- -- 0.0767 14.9 20.8 2206 -- --
77.99 0.411 3.41 0.265 -- 0.69 -- 1.54 0.0105 -- 19.46 2036 -- --
83.99 0.43 3.39 0.298 0.0842 -- 0.397 -- -0.0256 14.3 -- -- -- --
84.57 0.431 3.39 0.309 0.0846 -- -- -- -0.0234 14 -- -- -- --
81.79 0.421 3.37 0.482 -- 0.366 -- -- 0.0732 -- 20.8 2295 -- --
86.29 0.433 3.38 -- 0.0682 0.149 -- -- -0.00892 15.6 22.19 2335 -- --
85 0.431 3.39 0.305 -- -- -- -- -0.0254 -- -- -- -- --
87.08 0.437 3.39 -- 0.0789 -- -- -- -0.0578 13.9 -- -- -- --
86.51 0.433 3.39 -- -- 0.156 -- -- -0.0135 -- 22.1 2340 -- --
87.46 0.437 3.4 -- -- -- -- -- -0.0592 -- -- -- -- --

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 75.51 wind 9.0 4320 < th dose independent rect. 3 1
2 75.86 humidity 90.0 1440 < th dose independent rect. 11 2
4 76.21 temperature 20.0 1440 < th dose dependent rect. 6 18
7 76.35 temperature 20.0 1440 < th dose dependent rect. 22 1
8 76.36 temperature 20.0 1440 > th dose independent rect. 11 2
9 76.38 temperature 20.0 1440 < th dose dependent rect. 7 14
10 76.39 humidity 90.0 1440 > th dose independent rect. 11 2
12 76.42 humidity 90.0 1440 > th dose dependent rect. 12 1
16 76.44 temperature 20.0 1440 < th dose dependent sin 21 NA
18 76.47 temperature 20.0 720 < th dose dependent rect. 7 1
23 76.55 wind 9.0 4320 > th dose independent rect. 3 1
55 76.55 wind 9.0 4320 > th dose dependent rect. 3 1
63 76.55 temperature 20.0 1440 < th dose dependent rect. 19 1
87 76.55 temperature 20.0 1440 < th dose dependent rect. 19 6
89 76.55 temperature 20.0 1440 < th dose dependent rect. 17 8
101 76.59 temperature 20.0 1440 < th dose independent rect. 8 10
106 76.65 wind 5.0 4320 > th dose dependent rect. 21 8
123 76.72 temperature 20.0 1440 > th dose independent rect. 8 10
124 76.73 temperature 20.0 1440 > th dose independent rect. 11 7
126 76.74 temperature 20.0 1440 < th dose dependent rect. 16 4
128 76.74 temperature 20.0 1440 < th dose dependent rect. 12 8
130 76.75 temperature 20.0 720 > th dose independent rect. 7 8
145 76.81 temperature 20.0 1440 < th dose independent rect. 12 1
147 76.83 temperature 20.0 1440 < th dose dependent rect. 12 1
149 76.84 temperature 20.0 1440 > th dose independent rect. 17 1
150 76.84 temperature 20.0 1440 < th dose independent rect. 17 1
153 76.85 wind 5.0 4320 > th dose independent rect. 1 3
156 76.86 wind 5.0 4320 > th dose dependent rect. 1 2
159 76.87 temperature 20.0 1440 < th dose independent rect. 12 6
164 76.88 temperature 20.0 720 < th dose independent rect. 7 2
169 76.89 wind 5.0 4320 < th dose independent rect. 1 3
178 76.92 temperature 20.0 720 < th dose dependent rect. 7 7
217 76.99 temperature 20.0 720 < th dose dependent rect. 24 1
223 77.01 wind 7.0 4320 > th dose independent rect. 23 5
228 77.03 temperature 20.0 1440 > th dose independent rect. 9 4
252 77.14 wind 5.0 4320 > th dose independent rect. 21 9
259 77.16 temperature 20.0 1440 < th dose independent rect. 9 4
261 77.16 wind 7.0 4320 > th dose independent rect. 21 12
262 77.16 wind 7.0 4320 < th dose independent rect. 21 12
270 77.18 wind 7.0 4320 < th dose independent rect. 21 8
328 77.34 wind 9.0 43200 < th dose independent rect. 4 2
333 77.35 wind 1.0 270 < th dose dependent rect. 7 1
342 77.37 wind 1.0 4320 < th dose dependent rect. 14 8
358 77.41 temperature 20.0 720 < th dose dependent rect. 22 10
403 77.50 temperature 20.0 720 < th dose dependent rect. 23 6
450 77.57 temperature 20.0 720 < th dose dependent sin 8 NA
481 77.59 temperature 15.0 720 > th dose dependent rect. 3 2
498 77.60 temperature 20.0 1440 > th dose independent rect. 7 6
614 77.66 temperature 20.0 720 < th dose dependent no NA NA
660 77.69 wind 1.0 14400 < th dose dependent rect. 15 1
686 77.72 wind 9.0 4320 < th dose independent rect. 3 6
769 77.79 temperature 20.0 4320 < th dose independent sin 23 NA
800 77.81 precipitation 0.1 4320 < th dose independent rect. 11 1
805 77.81 precipitation 0.1 4320 < th dose dependent rect. 11 1
826 77.83 temperature 20.0 720 < th dose independent rect. 5 4
834 77.83 temperature 10.0 720 > th dose dependent rect. 1 5
878 77.87 temperature 20.0 4320 > th dose independent sin 23 NA
902 77.88 temperature 20.0 4320 < th dose dependent rect. 10 1
940 77.91 wind 9.0 43200 > th dose independent rect. 4 2
954 77.92 temperature 20.0 1440 > th dose independent rect. 7 1