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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.

Os11g0485000

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.0385) R2 : 0.13
β1 : 0.125 (0.159) R2dD : 0.00182 R2D : 0.00847
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.835 (0.145) R2dE : 0.0703 R2E : 0.0282
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 2.33 (0.401) R2dD*E : 0.0893 R2D*E : 0.062
γ1 : 0.00545 (0.0844) R2dN8 : 4.24e-06 R2N8 : -0.00116
σ : 0.703
deviance : 227.74
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1014
memory length : 5074
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 = atmosphere, 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
226.89 0.708 2.91 0.157 0.133 0.999 -0.0327 2.66 0.00856 8.53 1014 5027 -- --
242.25 0.725 2.86 0.527 0.15 0.806 -0.137 -- 0.0892 7.84 1013 4291 -- --
226.79 0.701 2.9 0.146 0.131 0.88 -- 2.38 0.0116 8 1014 5050 -- --
242.29 0.725 2.86 0.523 0.148 0.809 -- -- 0.0895 8 1013 4275 -- --
227.74 0.703 2.91 0.125 -- 0.835 -- 2.33 0.00545 -- 1014 5074 -- --
256.08 0.75 2.89 0.418 0.127 -- -0.1 -- -0.0163 8.52 -- -- -- --
256.11 0.749 2.89 0.415 0.127 -- -- -- -0.0162 8.64 -- -- -- --
243.48 0.727 2.87 0.522 -- 0.798 -- -- 0.0887 -- 1013 4277 -- --
248.49 0.734 2.88 -- 0.152 0.851 -- -- 0.017 7.5 1014 3922 -- --
257.02 0.749 2.89 0.415 -- -- -- -- -0.0151 -- -- -- -- --
260.65 0.755 2.9 -- 0.128 -- -- -- -0.0624 8.4 -- -- -- --
249.63 0.736 2.88 -- -- 0.837 -- -- 0.0137 -- 1013 3895 -- --
261.57 0.755 2.9 -- -- -- -- -- -0.0612 -- -- -- -- --

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
1 216.10 precipitation 0.1 1440 > th dose independent rect. 22 1
2 216.10 precipitation 0.1 1440 > th dose dependent rect. 22 1
3 222.28 precipitation 0.1 270 > th dose independent rect. 23 1
4 222.28 precipitation 0.1 270 > th dose dependent rect. 23 1
5 224.01 atmosphere 1015.0 4320 > th dose dependent rect. 8 1
10 224.16 atmosphere 1015.0 4320 < th dose independent rect. 9 1
11 224.18 atmosphere 1015.0 4320 > th dose independent rect. 8 1
25 224.92 atmosphere 1015.0 4320 < th dose independent rect. 8 15
29 225.02 atmosphere 1015.0 4320 > th dose independent rect. 8 15
33 225.09 atmosphere 1015.0 4320 < th dose independent rect. 20 1
34 225.10 atmosphere 1015.0 4320 < th dose independent rect. 12 10
50 225.20 atmosphere 1015.0 4320 > th dose independent rect. 12 10
51 225.22 atmosphere 1015.0 4320 > th dose independent rect. 21 1
62 225.27 atmosphere 1015.0 4320 > th dose dependent rect. 8 16
105 225.50 atmosphere 1015.0 4320 < th dose independent sin 19 NA
142 225.70 atmosphere 1015.0 4320 > th dose dependent rect. 11 11
160 225.78 atmosphere 1015.0 4320 > th dose independent sin 19 NA
211 226.05 atmosphere 1015.0 4320 < th dose independent rect. 12 1
226 226.14 atmosphere 1015.0 4320 > th dose dependent rect. 13 1
230 226.15 atmosphere 1015.0 4320 > th dose independent rect. 13 2
246 226.16 atmosphere 1015.0 4320 < th dose independent rect. 12 4
319 226.38 atmosphere 1015.0 4320 > th dose dependent sin 19 NA
433 226.77 humidity 70.0 4320 > th dose independent rect. 8 1
466 226.97 humidity 70.0 4320 < th dose independent rect. 8 1
496 227.08 atmosphere 1015.0 4320 < th dose independent rect. 20 19
536 227.21 atmosphere 1010.0 4320 > th dose dependent rect. 15 1
555 227.28 atmosphere 1015.0 4320 < th dose independent no NA NA
582 227.37 atmosphere 1015.0 4320 > th dose independent rect. 20 18
609 227.44 atmosphere 1015.0 4320 < th dose independent rect. 12 23
695 227.67 atmosphere 1015.0 4320 > th dose independent rect. 1 23
699 227.68 atmosphere 1015.0 4320 > th dose independent no NA NA
761 227.88 atmosphere 1015.0 4320 > th dose independent rect. 11 23
862 228.19 humidity 50.0 4320 < th dose dependent rect. 14 1
875 228.22 humidity 70.0 4320 > th dose independent rect. 5 4
876 228.22 humidity 70.0 4320 > th dose independent rect. 2 7
880 228.23 wind 5.0 1440 < th dose independent rect. 23 1
882 228.23 humidity 70.0 4320 > th dose independent rect. 22 11
924 228.31 wind 5.0 270 > th dose dependent rect. 23 1
954 228.41 wind 5.0 1440 > th dose independent rect. 23 1
956 228.41 atmosphere 1015.0 4320 > th dose dependent rect. 21 16