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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.

Os01g0200600

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

Description : Similar to Avr9/Cf-9 rapidly elicited protein 111A.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.49 (0.0356) R2 : 0.469
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.944 (0.0839) R2dC : 0.148 R2C : 0.158
β3 : 1.11 (0.0996) R2dE : 0.174 R2E : 0.263
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.472 (0.0802) R2dN8 : 0.0635 R2N8 : 0.124
σ : 0.654
deviance : 197.08
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_____
C
peak time of C : 10.7
E
wheather : temperature
threshold : 22.6
memory length : 2000
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 = 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
194.24 0.655 4.5 -0.0167 0.963 1.14 0.737 0.296 -0.493 10.7 22.5 1931 -- --
194.45 0.649 4.49 0.0874 0.959 1.14 0.749 -- -0.465 10.7 22.5 1946 -- --
196.45 0.653 4.5 -0.00924 0.95 1.14 -- 0.366 -0.493 10.7 22.5 1982 -- --
196.74 0.653 4.49 0.12 0.948 1.14 -- -- -0.462 10.7 22.48 1983 -- --
231.22 0.708 4.53 -0.136 -- 1.3 -- 0.691 -0.494 -- 22.3 869 -- --
245.36 0.734 4.58 -0.353 1.02 -- 0.721 -- -0.879 10.7 -- -- -- --
247.52 0.737 4.58 -0.324 1.01 -- -- -- -0.877 10.7 -- -- -- --
232.19 0.71 4.51 0.0862 -- 1.3 -- -- -0.442 -- 22.27 844 -- --
197.08 0.654 4.49 -- 0.944 1.11 -- -- -0.472 10.7 22.6 2000 -- --
310.73 0.824 4.61 -0.344 -- -- -- -- -0.882 -- -- -- -- --
250.29 0.74 4.58 -- 1.01 -- -- -- -0.841 10.7 -- -- -- --
232.38 0.71 4.51 -- -- 1.29 -- -- -0.457 -- 22.29 844 -- --
313.85 0.827 4.6 -- -- -- -- -- -0.844 -- -- -- -- --

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
1 189.19 wind 9.0 43200 > th dose dependent rect. 18 12
3 191.39 wind 9.0 43200 > th dose dependent rect. 18 5
4 191.44 wind 9.0 43200 > th dose independent rect. 18 12
7 191.85 wind 9.0 43200 > th dose independent rect. 18 4
11 192.15 wind 9.0 43200 > th dose dependent rect. 18 7
12 192.27 wind 9.0 43200 < th dose independent rect. 18 3
14 192.30 wind 9.0 43200 > th dose independent rect. 18 7
25 193.16 wind 9.0 43200 < th dose independent rect. 18 7
26 193.32 wind 9.0 43200 < th dose independent rect. 18 12
27 193.65 wind 9.0 43200 < th dose independent rect. 18 10
30 194.05 temperature 25.0 720 < th dose dependent rect. 17 15
33 194.12 temperature 15.0 720 > th dose dependent rect. 19 14
36 194.27 temperature 25.0 720 < th dose dependent sin 11 NA
49 194.54 temperature 20.0 720 > th dose dependent sin 9 NA
65 194.91 temperature 25.0 720 < th dose dependent rect. 11 21
132 195.90 temperature 25.0 720 < th dose dependent rect. 24 23
146 196.10 temperature 25.0 720 < th dose dependent no NA NA
172 196.55 precipitation 0.1 14400 > th dose independent rect. 21 1
178 196.66 precipitation 0.1 14400 < th dose independent rect. 21 1
179 196.66 precipitation 0.1 14400 < th dose dependent rect. 21 1
184 196.72 precipitation 0.1 43200 > th dose dependent rect. 20 2
188 196.83 temperature 15.0 720 > th dose dependent rect. 19 18
216 197.18 temperature 20.0 720 > th dose dependent rect. 23 8
223 197.22 temperature 25.0 720 < th dose dependent rect. 3 23
246 197.53 temperature 20.0 1440 > th dose dependent rect. 1 1
305 198.20 temperature 25.0 4320 < th dose dependent rect. 1 1
357 198.59 temperature 10.0 4320 > th dose dependent rect. 1 1
405 198.90 temperature 15.0 720 > th dose dependent rect. 15 18
439 199.12 temperature 25.0 1440 < th dose dependent sin 15 NA
523 199.64 temperature 10.0 720 > th dose dependent rect. 19 23
530 199.70 temperature 10.0 720 > th dose dependent rect. 12 21
533 199.73 temperature 25.0 4320 < th dose dependent rect. 21 6
543 199.76 temperature 30.0 1440 < th dose dependent rect. 17 1
687 200.20 temperature 20.0 1440 > th dose dependent rect. 17 12
709 200.28 temperature 10.0 720 > th dose dependent rect. 12 23
973 200.96 radiation 1.0 4320 < th dose independent rect. 17 13