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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.

Os03g0374400

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.43 (0.0316) R2 : 0.525
β1 : 1.18 (0.117) R2dD : 0.118 R2D : 0.0459
β2 : 1.19 (0.077) R2dC : 0.254 R2C : 0.207
β3 : 2 (0.137) R2dE : 0.277 R2E : 0.155
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0438 (0.0719) R2dN8 : 0.000619 R2N8 : -0.0121
σ : 0.575
deviance : 152.56
__
_____
C
peak time of C : 8.81
E
wheather : temperature
threshold : 26.3
memory length : 70
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 = temperature, 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
152.44 0.58 5.42 1.23 1.2 1.97 -0.00514 -0.346 0.0501 8.72 26.1 71 -- --
152.54 0.575 5.43 1.18 1.19 2.01 0.0827 -- 0.0458 8.83 26.32 70 -- --
152.3 0.575 5.42 1.25 1.19 1.98 -- -0.414 0.0596 8.81 26.4 70 -- --
152.56 0.575 5.43 1.18 1.19 2 -- -- 0.0438 8.81 26.3 70 -- --
206.9 0.67 5.44 1.44 -- 2.23 -- -0.997 0.0978 -- 30.18 476 -- --
209.5 0.679 5.53 0.697 1.24 -- -0.52 -- -0.398 7.18 -- -- -- --
210.17 0.679 5.53 0.688 1.24 -- -- -- -0.396 7.27 -- -- -- --
207.87 0.672 5.46 1.26 -- 2.22 -- -- 0.0577 -- 29.9 482 -- --
185.38 0.634 5.48 -- 1.21 1.52 -- -- -0.19 8.29 25.91 64 -- --
291.48 0.798 5.56 0.709 -- -- -- -- -0.375 -- -- -- -- --
222.64 0.698 5.55 -- 1.25 -- -- -- -0.473 7.23 -- -- -- --
245.48 0.73 5.51 -- -- 1.79 -- -- -0.152 -- 29.73 412 -- --
304.76 0.815 5.57 -- -- -- -- -- -0.454 -- -- -- -- --

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
1 137.81 temperature 30.0 90 < th dose dependent rect. 15 17
3 138.67 temperature 30.0 270 < th dose dependent rect. 11 20
33 143.76 temperature 30.0 10 < th dose dependent rect. 12 20
41 145.14 temperature 10.0 270 > th dose dependent rect. 6 21
43 145.23 temperature 15.0 10 > th dose dependent rect. 7 22
46 145.44 temperature 10.0 90 > th dose dependent rect. 6 23
61 146.82 temperature 10.0 270 > th dose dependent rect. 17 10
96 149.83 temperature 20.0 90 > th dose independent rect. 7 21
107 150.33 temperature 20.0 10 > th dose independent rect. 8 21
188 153.33 temperature 25.0 90 < th dose dependent rect. 1 23
189 153.35 temperature 25.0 90 < th dose dependent rect. 3 22
214 153.94 temperature 25.0 90 < th dose dependent rect. 21 23
233 154.39 temperature 25.0 10 < th dose dependent rect. 5 23
234 154.40 temperature 25.0 10 < th dose dependent rect. 3 23
241 154.46 temperature 20.0 90 > th dose independent rect. 18 10
244 154.54 temperature 25.0 90 < th dose dependent no NA NA
270 154.90 temperature 25.0 30 < th dose dependent rect. 15 23
275 154.98 temperature 25.0 30 < th dose dependent rect. 17 23
284 155.15 temperature 25.0 30 < th dose dependent rect. 19 23
292 155.30 temperature 25.0 30 < th dose dependent rect. 7 23
336 156.14 temperature 20.0 10 > th dose independent rect. 19 10
341 156.21 temperature 10.0 270 > th dose dependent rect. 16 22
424 157.85 temperature 25.0 10 < th dose dependent rect. 5 19
431 157.96 temperature 15.0 10 > th dose dependent rect. 19 10
504 159.00 temperature 10.0 270 > th dose dependent sin 11 NA
521 159.18 temperature 30.0 270 < th dose dependent sin 11 NA
633 160.63 temperature 20.0 270 > th dose independent rect. 17 20
680 161.32 temperature 20.0 270 > th dose independent rect. 18 18
732 162.29 temperature 30.0 10 < th dose dependent rect. 5 15
830 163.84 temperature 30.0 270 < th dose dependent rect. 21 10
832 163.91 temperature 30.0 720 < th dose dependent rect. 10 14
841 164.03 precipitation 0.1 14400 > th dose independent rect. 17 1
882 164.48 temperature 20.0 10 > th dose independent rect. 19 20