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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.

Os11g0435900

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

Description : Non-protein coding transcript, unclassifiable transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.11 (0.0352) R2 : 0.508
β1 : -0.888 (0.13) R2dD : 0.0556 R2D : -0.0031
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.91 (0.0937) R2dE : 0.545 R2E : 0.451
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.175 (0.0802) R2dN8 : 0.00822 R2N8 : -0.0436
σ : 0.644
deviance : 191
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.38
memory length : 861
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
174.91 0.621 5.12 -0.788 0.672 -1.99 0.784 -0.458 -0.164 21.3 22.3 1364 -- --
175.46 0.617 5.14 -0.936 0.657 -1.98 0.759 -- -0.203 21.3 22.3 1362 -- --
176.72 0.619 5.12 -0.772 0.651 -1.99 -- -0.556 -0.158 20.8 22.3 1288 -- --
177.48 0.62 5.14 -0.961 0.643 -1.98 -- -- -0.198 20.8 22.34 1295 -- --
190.34 0.643 5.11 -0.763 -- -1.96 -- -0.497 -0.168 -- 22.3 877 -- --
331.77 0.854 4.98 -0.253 0.715 -- 0.825 -- 0.483 22 -- -- -- --
334.32 0.856 4.98 -0.284 0.716 -- -- -- 0.483 21.7 -- -- -- --
191 0.644 5.11 -0.888 -- -1.91 -- -- -0.175 -- 22.38 861 -- --
200.52 0.66 5.1 -- 0.64 -1.75 -- -- -0.0423 20.8 22.48 1282 -- --
364.81 0.892 4.96 -0.277 -- -- -- -- 0.482 -- -- -- -- --
336.44 0.858 4.98 -- 0.715 -- -- -- 0.514 21.7 -- -- -- --
210.69 0.676 5.08 -- -- -1.76 -- -- -0.0303 -- 22.31 858 -- --
366.83 0.894 4.96 -- -- -- -- -- 0.513 -- -- -- -- --

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
1 183.76 temperature 25 1440 < th dose dependent rect. 13 18
19 184.77 temperature 25 1440 < th dose dependent sin 14 NA
37 185.43 temperature 15 720 > th dose dependent rect. 20 19
87 186.47 temperature 30 1440 < th dose dependent rect. 21 10
91 186.52 temperature 10 1440 > th dose dependent rect. 21 10
104 186.65 temperature 10 1440 > th dose dependent rect. 18 13
179 187.28 temperature 25 1440 < th dose dependent rect. 20 23
183 187.31 temperature 25 1440 < th dose dependent rect. 17 23
185 187.35 temperature 25 1440 < th dose dependent rect. 22 1
197 187.38 temperature 25 1440 < th dose dependent no NA NA
220 187.48 temperature 10 4320 > th dose dependent rect. 23 5
222 187.49 temperature 10 1440 > th dose dependent sin 11 NA
225 187.51 temperature 30 4320 < th dose dependent rect. 23 5
230 187.52 temperature 30 4320 < th dose dependent rect. 1 1
233 187.55 temperature 10 4320 > th dose dependent rect. 23 3
242 187.60 temperature 10 4320 > th dose dependent rect. 1 1
253 187.66 temperature 30 4320 < th dose dependent rect. 23 3
259 187.70 temperature 25 1440 < th dose dependent rect. 1 23
280 187.83 temperature 25 1440 < th dose dependent rect. 3 23
307 188.02 temperature 30 4320 < th dose dependent rect. 1 3
308 188.02 temperature 30 1440 < th dose dependent rect. 1 6
321 188.09 temperature 30 4320 < th dose dependent rect. 3 1
348 188.20 temperature 10 1440 > th dose dependent rect. 1 6
357 188.26 temperature 10 4320 > th dose dependent rect. 3 1
359 188.26 temperature 30 1440 < th dose dependent rect. 3 4
415 188.47 temperature 10 1440 > th dose dependent rect. 3 4
735 190.05 temperature 10 720 > th dose dependent rect. 12 23
836 190.49 temperature 30 270 < th dose dependent rect. 22 23
839 190.51 temperature 10 720 > th dose dependent rect. 12 21
929 190.96 temperature 10 720 > th dose dependent rect. 10 23