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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.

Os08g0266400

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

Description : Leucine rich repeat, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.4 (0.0389) R2 : 0.277
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.5 (0.115) R2dE : 0.291 R2E : 0.212
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.456 (0.0841) R2dN8 : 0.0647 R2N8 : -0.0136
σ : 0.724
deviance : 241.88
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 26.65
memory length : 2416
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
220.14 0.697 4.3 0.73 0.0367 -1.72 1.78 2.92 0.661 22.9 26.9 2414 -- --
224.9 0.698 4.4 -0.132 0.0244 -1.5 1.89 -- 0.457 23.1 26.61 2395 -- --
233.09 0.711 4.29 0.796 0.0487 -1.78 -- 3.43 0.69 22.4 26.9 2382 -- --
238.86 0.72 4.4 -0.174 0.287 -1.45 -- -- 0.467 17.7 26.4 2232 -- --
233.18 0.711 4.28 0.868 -- -1.76 -- 3.68 0.713 -- 26.86 2398 -- --
300.01 0.812 4.47 -0.663 0.288 -- -1.7 -- 0.0943 11.6 -- -- -- --
311.72 0.827 4.48 -0.728 0.317 -- -- -- 0.0902 13.1 -- -- -- --
240.73 0.723 4.41 -0.22 -- -1.44 -- -- 0.421 -- 26.67 2430 -- --
238.89 0.72 4.4 -- 0.346 -1.48 -- -- 0.484 16.9 26.62 2080 -- --
317.96 0.833 4.48 -0.74 -- -- -- -- 0.0839 -- -- -- -- --
325.7 0.844 4.46 -- 0.329 -- -- -- 0.171 13.2 -- -- -- --
241.88 0.724 4.4 -- -- -1.5 -- -- 0.456 -- 26.65 2416 -- --
332.41 0.851 4.46 -- -- -- -- -- 0.166 -- -- -- -- --

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
1 224.92 temperature 25 1440 > th dose dependent rect. 9 3
8 225.95 temperature 25 4320 > th dose independent rect. 17 1
12 226.10 temperature 25 4320 < th dose independent rect. 17 1
40 227.66 radiation 20 4320 < th dose independent rect. 15 17
43 227.68 temperature 25 1440 > th dose dependent sin 4 NA
45 227.73 temperature 30 720 < th dose dependent rect. 6 17
46 227.74 humidity 70 14400 < th dose independent rect. 19 13
48 227.76 temperature 20 4320 > th dose dependent rect. 17 1
59 228.07 radiation 20 4320 > th dose dependent rect. 16 15
66 228.37 radiation 20 4320 > th dose dependent rect. 16 1
91 228.60 temperature 30 4320 < th dose dependent rect. 17 2
100 228.67 temperature 30 720 < th dose dependent rect. 8 15
110 228.88 humidity 50 14400 > th dose independent rect. 17 6
114 228.89 humidity 50 14400 > th dose independent rect. 17 10
116 228.91 temperature 20 720 > th dose dependent sin 18 NA
123 228.98 humidity 50 14400 > th dose independent rect. 17 4
133 229.08 humidity 50 14400 > th dose independent rect. 17 2
148 229.19 humidity 50 14400 > th dose independent rect. 17 15
154 229.21 temperature 20 720 > th dose dependent rect. 9 17
160 229.27 humidity 70 14400 < th dose independent rect. 19 1
169 229.34 radiation 1 4320 > th dose dependent rect. 18 1
182 229.36 humidity 50 14400 < th dose dependent rect. 17 16
188 229.41 temperature 25 1440 > th dose dependent rect. 17 19
251 229.77 humidity 60 14400 < th dose dependent rect. 17 1
305 230.06 temperature 30 720 < th dose dependent sin 21 NA
436 230.47 temperature 15 4320 > th dose dependent rect. 20 1
542 230.69 temperature 10 720 > th dose dependent rect. 7 18
574 230.76 humidity 70 14400 < th dose dependent rect. 18 14
584 230.77 humidity 50 14400 < th dose independent rect. 17 16
601 230.79 temperature 10 720 > th dose dependent rect. 9 16
616 230.82 temperature 20 1440 > th dose dependent no NA NA
683 230.97 temperature 30 4320 < th dose dependent rect. 20 1
695 231.00 temperature 10 720 > th dose dependent sin 19 NA
697 231.00 humidity 70 14400 < th dose dependent rect. 18 4
724 231.05 temperature 15 4320 > th dose dependent sin 18 NA
903 231.58 radiation 30 4320 < th dose dependent rect. 18 9
968 231.75 temperature 25 1440 > th dose independent rect. 19 1
972 231.76 temperature 30 90 < th dose dependent rect. 12 15
993 231.82 radiation 20 4320 < th dose dependent rect. 18 5