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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.

Os09g0460800

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 : 6.66 (0.038) R2 : 0.785
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.78 (0.0969) R2dC : 0.722 R2C : 0.715
β3 : 1.24 (0.103) R2dE : 0.0695 R2E : 0.064
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0894 (0.08) R2dN8 : 0.000791 R2N8 : -0.00581
σ : 0.713
deviance : 234.08
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_____
C
peak time of C : 8.01
E
wheather : temperature
threshold : 25.7
memory length : 1391
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
225.92 0.706 6.72 -0.108 3.78 1.39 -0.0812 -2.3 -0.172 8.01 25.8 1377 -- --
228.63 0.704 6.66 0.455 3.86 1.18 0.0228 -- -0.119 8.01 25.68 1375 -- --
225.93 0.7 6.72 -0.11 3.78 1.38 -- -2.3 -0.172 8.01 25.8 1380 -- --
227.63 0.703 6.64 0.496 3.77 1.15 -- -- -0.0209 8.02 26 1381 -- --
1005.77 1.48 6.8 0.297 -- 1.28 -- -0.853 -0.125 -- 24.56 1406 -- --
285.97 0.793 6.63 0.913 3.78 -- -0.055 -- 0.0644 7.87 -- -- -- --
285.98 0.792 6.63 0.911 3.78 -- -- -- 0.0645 7.87 -- -- -- --
1006.02 1.48 6.75 0.546 -- 1.15 -- -- -0.0133 -- 25.3 1405 -- --
234.08 0.713 6.66 -- 3.78 1.24 -- -- -0.0894 8.01 25.7 1391 -- --
1063.38 1.52 6.72 0.954 -- -- -- -- 0.116 -- -- -- -- --
307.86 0.821 6.65 -- 3.79 -- -- -- -0.037 7.86 -- -- -- --
1012.98 1.48 6.78 -- -- 1.31 -- -- -0.144 -- 24.37 1406 -- --
1087.38 1.54 6.75 -- -- -- -- -- 0.00992 -- -- -- -- --

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
1 218.72 humidity 70 14400 < th dose independent rect. 19 13
2 219.84 humidity 70 14400 < th dose independent rect. 19 3
11 219.94 humidity 80 1440 < th dose independent rect. 7 7
26 220.62 humidity 70 14400 > th dose independent rect. 19 2
29 220.74 humidity 70 14400 > th dose independent rect. 19 10
39 220.95 humidity 70 14400 > th dose independent rect. 19 13
49 222.15 humidity 60 1440 > th dose dependent rect. 11 2
51 222.27 humidity 80 1440 > th dose independent rect. 7 8
61 223.16 humidity 70 1440 > th dose independent rect. 18 20
63 223.26 humidity 70 1440 > th dose independent rect. 18 18
64 223.28 humidity 60 1440 > th dose dependent rect. 10 4
66 223.43 humidity 50 1440 > th dose dependent rect. 6 8
68 223.52 humidity 70 14400 < th dose dependent rect. 18 1
73 223.72 humidity 90 1440 < th dose dependent rect. 7 7
83 224.02 humidity 80 1440 < th dose dependent rect. 18 20
97 224.31 humidity 80 1440 < th dose independent sin 2 NA
117 224.67 temperature 25 1440 > th dose dependent rect. 13 1
119 224.71 humidity 50 1440 > th dose dependent sin 1 NA
166 225.43 humidity 90 720 < th dose dependent rect. 19 2
170 225.55 humidity 50 1440 > th dose dependent rect. 5 16
177 225.62 humidity 70 14400 < th dose dependent rect. 18 14
181 225.69 humidity 90 1440 < th dose dependent sin 2 NA
191 225.79 humidity 80 1440 > th dose independent sin 2 NA
200 225.84 humidity 90 1440 < th dose dependent rect. 11 2
218 225.97 humidity 70 14400 < th dose dependent rect. 18 4
238 226.09 humidity 70 1440 < th dose independent rect. 18 18
245 226.13 humidity 80 1440 < th dose dependent sin 5 NA
284 226.47 temperature 25 1440 > th dose dependent rect. 13 3
288 226.48 temperature 25 1440 > th dose dependent rect. 10 13
296 226.52 humidity 90 1440 < th dose dependent rect. 5 16
300 226.55 humidity 90 1440 < th dose dependent rect. 3 18
301 226.56 temperature 25 1440 > th dose dependent rect. 13 10
324 226.64 temperature 25 1440 > th dose dependent sin 21 NA
345 226.69 temperature 25 1440 > th dose dependent rect. 11 6
559 227.30 temperature 25 1440 > th dose dependent rect. 15 1
584 227.38 temperature 25 1440 > th dose dependent rect. 10 22
588 227.39 temperature 25 1440 > th dose dependent rect. 13 23
670 227.58 temperature 25 1440 > th dose dependent rect. 18 23
687 227.63 temperature 25 1440 > th dose dependent no NA NA
701 227.65 radiation 1 1440 < th dose dependent rect. 18 23
718 227.68 temperature 25 1440 > th dose dependent rect. 20 23
791 227.94 temperature 25 1440 > th dose dependent rect. 15 23
992 228.60 humidity 80 1440 < th dose independent rect. 11 3
997 228.61 humidity 80 1440 < th dose dependent no NA NA