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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.

Os03g0212600

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

Description : Targeting for Xklp2 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.96 (0.0346) R2 : 0.104
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.42 (0.36) R2dE : 0.0885 R2E : 0.0759
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.247 (0.073) R2dN8 : 0.0284 R2N8 : 0.0158
σ : 0.65
deviance : 194.93
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C
peak time of C : --
E
wheather : humidity
threshold : 46
memory length : 415
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 = humidity, 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
188.38 0.645 2.51 0.962 0.258 -46.8 0.0363 121 0.216 4.96 46 399 -- --
211.36 0.682 2.97 0.00863 0.178 -0.196 -0.629 -- 0.202 4.85 46 399 -- --
187.66 0.638 2.48 1.07 0.246 -47.1 -- 122 0.208 5.21 44.41 397 -- --
191.41 0.644 2.95 -0.194 0.232 2.57 -- -- 0.213 6.03 46.01 415 -- --
190.71 0.643 2.45 1.18 -- -46.8 -- 121 0.217 -- 44 397 -- --
211.47 0.682 2.97 0.000648 0.18 -- -0.616 -- 0.203 4.86 -- -- -- --
212.43 0.683 2.96 0.00241 0.175 -- -- -- 0.206 4.45 -- -- -- --
194.34 0.649 2.96 -0.152 -- 2.49 -- -- 0.224 -- 46 415 -- --
191.6 0.645 2.95 -- 0.253 2.54 -- -- 0.239 4.72 46 415 -- --
214.08 0.684 2.97 0.00927 -- -- -- -- 0.211 -- -- -- -- --
212.43 0.682 2.96 -- 0.176 -- -- -- 0.206 4.45 -- -- -- --
194.93 0.65 2.96 -- -- 2.42 -- -- 0.247 -- 46 415 -- --
214.08 0.683 2.97 -- -- -- -- -- 0.21 -- -- -- -- --

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
1 184.98 humidity 50 10 < th dose independent rect. 15 1
2 184.98 humidity 50 10 < th dose dependent rect. 15 1
29 185.36 wind 1 30 < th dose independent rect. 15 1
31 185.36 wind 1 30 < th dose dependent rect. 15 1
213 186.33 humidity 50 90 < th dose dependent sin 12 NA
214 187.19 humidity 50 90 < th dose independent sin 12 NA
220 188.78 humidity 50 90 > th dose independent sin 12 NA
225 189.74 temperature 20 10 < th dose dependent rect. 22 1
228 190.30 temperature 20 90 < th dose independent rect. 20 1
242 190.51 wind 3 90 < th dose dependent rect. 14 6
316 192.89 temperature 30 90 > th dose independent rect. 15 1
438 194.60 humidity 50 270 < th dose independent rect. 12 6
548 195.37 wind 3 90 < th dose dependent rect. 20 1
610 195.77 wind 3 90 < th dose independent rect. 14 6
803 196.69 humidity 50 270 < th dose dependent no NA NA
935 196.98 temperature 30 90 > th dose independent sin 14 NA
996 197.50 humidity 50 270 < th dose independent no NA NA