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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.

Os04g0593500

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

Description : Bet v I allergen family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.82 (0.0206) R2 : 0.0104
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0948 (0.0433) R2dN8 : 0.0134 R2N8 : 0.0104
σ : 0.387
deviance : 68.87
__
_____
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 = wind, 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
67.01 0.385 2.83 -0.0441 0.0149 0.174 -0.2 -1.28 0.0879 7.26 0.9226 9 -- --
68.11 0.384 2.82 -0.0229 0.0246 0.11 -0.255 -- 0.0994 7.22 1.3 26 -- --
67.05 0.381 2.83 -0.0457 0.013 0.207 -- -1.36 0.0869 7 0.9 8 -- --
68.27 0.385 2.82 -0.0317 0.00355 0.128 -- -- 0.0952 7.04 1.3 26 -- --
67.06 0.381 2.83 -0.0456 -- 0.211 -- -1.37 0.0872 -- 0.8999 8 -- --
68.53 0.388 2.82 -0.00774 0.05 -- -0.294 -- 0.0915 5.62 -- -- -- --
68.75 0.388 2.82 -0.00926 0.0484 -- -- -- 0.0927 5.25 -- -- -- --
68.28 0.385 2.82 -0.0322 -- 0.13 -- -- 0.0967 -- 1.3 26 -- --
68.3 0.385 2.82 -- 0.0108 0.124 -- -- 0.1 8.71 1.3 26 -- --
68.87 0.388 2.82 -0.00758 -- -- -- -- 0.0939 -- -- -- -- --
68.75 0.388 2.82 -- 0.0482 -- -- -- 0.0937 5.26 -- -- -- --
68.3 0.385 2.82 -- -- 0.125 -- -- 0.0999 -- 1.283 26 -- --
68.87 0.387 2.82 -- -- -- -- -- 0.0948 -- -- -- -- --

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 59.71 humidity 60.0 1440 > th dose independent rect. 24 9
2 59.84 radiation 20.0 10 > th dose dependent rect. 9 1
4 59.87 humidity 60.0 1440 > th dose independent rect. 22 11
6 59.92 radiation 10.0 1440 < th dose dependent rect. 21 1
10 59.95 temperature 10.0 1440 > th dose independent rect. 21 1
13 59.95 temperature 30.0 1440 < th dose independent rect. 21 1
17 59.95 humidity 50.0 1440 > th dose independent rect. 21 1
23 59.95 atmosphere 995.0 1440 > th dose independent rect. 21 1
24 59.95 radiation 1.0 1440 < th dose independent rect. 21 1
44 59.95 temperature 10.0 1440 > th dose independent rect. 22 23
47 59.98 radiation 40.0 14400 < th dose dependent rect. 21 1
49 60.00 temperature 25.0 30 > th dose independent rect. 20 1
55 60.11 temperature 20.0 30 > th dose dependent rect. 20 1
57 60.15 atmosphere 1005.0 30 > th dose dependent rect. 20 1
59 60.17 humidity 90.0 30 < th dose independent rect. 20 1
60 60.18 wind 3.0 30 > th dose independent rect. 20 1
63 60.23 humidity 60.0 270 < th dose independent rect. 8 1
89 60.23 humidity 60.0 270 < th dose dependent rect. 8 1
118 60.29 humidity 60.0 1440 > th dose independent rect. 6 3
120 60.31 humidity 80.0 30 > th dose independent rect. 20 1
122 60.32 wind 1.0 30 > th dose dependent rect. 20 1
137 60.35 atmosphere 1005.0 30 > th dose independent rect. 20 1
138 60.36 wind 5.0 30 < th dose independent rect. 20 1
141 60.37 wind 9.0 1440 < th dose independent rect. 21 1
158 60.39 temperature 10.0 30 > th dose independent rect. 20 1
160 60.39 temperature 30.0 30 < th dose independent rect. 20 1
161 60.39 humidity 50.0 30 > th dose independent rect. 20 1
165 60.39 atmosphere 1010.0 30 < th dose independent rect. 20 1
167 60.39 radiation 1.0 30 < th dose independent rect. 20 1
172 60.39 precipitation 0.1 30 < th dose independent rect. 20 1
173 60.39 temperature 10.0 30 > th dose independent rect. 21 23
174 60.39 radiation 1.0 30 < th dose dependent rect. 20 1
179 60.39 precipitation 0.1 30 < th dose dependent rect. 20 1
196 60.45 humidity 50.0 30 > th dose dependent rect. 20 1
197 60.48 wind 9.0 30 < th dose dependent rect. 20 1
199 60.50 humidity 90.0 30 < th dose dependent rect. 20 1
205 60.54 humidity 60.0 1440 > th dose independent rect. 4 5
252 60.74 wind 9.0 30 < th dose independent rect. 21 23
253 60.74 atmosphere 1015.0 30 < th dose dependent rect. 20 1
261 60.91 humidity 60.0 90 < th dose independent rect. 18 15
265 60.93 humidity 60.0 30 < th dose independent rect. 17 17
280 60.96 wind 1.0 10 < th dose dependent rect. 9 3
287 60.97 humidity 60.0 30 < th dose independent rect. 9 1
351 60.97 humidity 60.0 10 < th dose dependent rect. 9 1
447 60.99 wind 1.0 10 < th dose dependent rect. 9 1
454 61.00 wind 1.0 10 < th dose dependent rect. 8 8
492 61.07 wind 1.0 10 < th dose independent rect. 9 1
534 61.13 radiation 40.0 30 > th dose dependent rect. 9 1
555 61.15 wind 1.0 10 < th dose independent rect. 9 9
580 61.19 temperature 30.0 30 < th dose dependent rect. 20 1
602 61.21 radiation 20.0 10 > th dose dependent rect. 16 18
690 61.40 radiation 20.0 10 > th dose independent rect. 9 1
919 62.11 radiation 40.0 10 > th dose dependent sin 12 NA
921 62.12 radiation 1.0 90 < th dose independent rect. 8 1
926 62.12 radiation 1.0 90 < th dose dependent rect. 8 1
951 62.22 wind 1.0 10 < th dose independent sin 20 NA
956 62.29 atmosphere 995.0 30 > th dose independent rect. 21 23
988 62.32 radiation 40.0 10 > th dose independent rect. 9 1