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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.

Os11g0683800

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

Description : Virulence factor, pectin lyase fold family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.02 (0.0345) R2 : 0.145
β1 : -0.788 (0.127) R2dD : 0.0762 R2D : 0.045
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.05 (0.152) R2dE : 0.0944 R2E : 0.0713
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0579 (0.0747) R2dN8 : 0.00153 R2N8 : 0.00199
σ : 0.643
deviance : 190.84
__
_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1002
memory length : 6008
response mode : < th
dose dependency : dose independent
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 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
184.78 0.639 3.05 -0.962 0.0716 1.27 0.394 -2.95 -0.0505 8.68 999 5900 -- --
190.1 0.642 3.02 -0.817 0.0615 1.08 0.46 -- -0.06 8.56 1002 6018 -- --
185.23 0.634 3.05 -0.948 0.0718 1.27 -- -2.95 -0.0481 10.4 998.9 5900 -- --
190.43 0.643 3.02 -0.788 0.0811 1.04 -- -- -0.0564 10.3 1002 6008 -- --
185.58 0.634 3.06 -0.949 -- 1.27 -- -2.95 -0.0491 -- 998.9 5893 -- --
209.9 0.679 3.04 -0.691 0.0749 -- 0.382 -- -0.152 8.66 -- -- -- --
210.19 0.679 3.04 -0.676 0.0889 -- -- -- -0.151 11.3 -- -- -- --
190.84 0.643 3.02 -0.788 -- 1.05 -- -- -0.0579 -- 1002 6008 -- --
206.41 0.669 3.01 -- 0.0869 0.91 -- -- 0.0107 10.4 1002 6390 -- --
210.69 0.678 3.04 -0.678 -- -- -- -- -0.152 -- -- -- -- --
222.23 0.697 3.02 -- 0.0964 -- -- -- -0.0757 11.8 -- -- -- --
206.85 0.67 3 -- -- 0.916 -- -- 0.0202 -- 1002 6390 -- --
222.82 0.697 3.03 -- -- -- -- -- -0.0766 -- -- -- -- --

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
1 185.89 temperature 20 4320 > th dose independent rect. 19 2
2 185.93 temperature 25 1440 < th dose dependent rect. 10 1
3 185.96 temperature 20 4320 > th dose independent rect. 14 8
12 186.55 humidity 90 1440 < th dose independent rect. 5 1
15 186.63 temperature 20 4320 < th dose independent rect. 14 8
20 186.77 temperature 20 4320 < th dose independent rect. 19 2
22 186.90 humidity 80 1440 > th dose dependent rect. 5 1
42 187.65 humidity 90 1440 < th dose dependent rect. 5 1
43 187.86 humidity 90 1440 > th dose independent rect. 5 1
59 188.68 atmosphere 995 14400 < th dose dependent rect. 5 10
64 188.80 atmosphere 995 14400 > th dose independent rect. 6 8
66 188.82 atmosphere 995 14400 < th dose dependent rect. 4 12
70 188.90 atmosphere 995 14400 < th dose independent rect. 4 11
75 189.12 atmosphere 995 14400 > th dose independent rect. 4 11
76 189.12 atmosphere 995 14400 < th dose independent rect. 2 14
82 189.18 atmosphere 995 14400 > th dose independent rect. 24 16
99 189.35 atmosphere 995 14400 > th dose independent rect. 19 21
101 189.36 atmosphere 995 14400 < th dose dependent sin 1 NA
116 189.47 atmosphere 995 14400 > th dose independent sin 3 NA
126 189.49 atmosphere 995 14400 < th dose dependent rect. 14 10
136 189.49 atmosphere 995 14400 < th dose dependent rect. 4 19
138 189.51 atmosphere 995 14400 < th dose independent sin 3 NA
141 189.52 atmosphere 995 14400 < th dose dependent sin 19 NA
199 189.79 atmosphere 995 14400 > th dose independent rect. 12 21
203 189.80 atmosphere 995 14400 > th dose independent no NA NA
211 189.80 atmosphere 995 14400 > th dose independent rect. 8 23
224 189.81 atmosphere 995 14400 > th dose independent rect. 14 23
231 189.82 atmosphere 995 14400 > th dose independent rect. 4 23
240 189.84 atmosphere 995 14400 > th dose independent rect. 2 23
245 189.85 atmosphere 995 14400 < th dose independent no NA NA
246 189.85 atmosphere 995 14400 < th dose independent rect. 14 16
331 189.88 atmosphere 995 14400 < th dose independent rect. 1 23
422 190.04 atmosphere 995 14400 > th dose independent sin 15 NA
445 190.08 atmosphere 995 14400 < th dose independent sin 15 NA
475 190.15 atmosphere 1000 14400 < th dose dependent rect. 2 2
619 190.60 atmosphere 1000 14400 < th dose dependent sin 9 NA
641 190.64 atmosphere 1000 14400 < th dose dependent rect. 19 16
817 191.00 atmosphere 1000 4320 < th dose independent rect. 19 1
823 191.01 atmosphere 1000 14400 < th dose dependent rect. 10 20
828 191.02 atmosphere 1000 4320 < th dose dependent rect. 10 1
882 191.06 atmosphere 1000 14400 < th dose dependent no NA NA
920 191.11 atmosphere 995 14400 < th dose independent rect. 18 4
965 191.16 atmosphere 1000 4320 < th dose dependent rect. 10 3
974 191.18 atmosphere 995 14400 < th dose independent rect. 17 7