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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.

Os04g0624900

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 : 4.79 (0.0318) R2 : 0.401
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.4 (0.142) R2dE : 0.404 R2E : 0.401
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0166 (0.0688) R2dN8 : 0.000104 R2N8 : -0.00293
σ : 0.592
deviance : 161.8
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 33.9
memory length : 759
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
155.26 0.585 4.84 -0.395 0.728 -2.73 0.155 0.675 -0.178 1.92 31.25 221 -- --
155.6 0.581 4.82 -0.281 0.743 -2.72 0.298 -- -0.154 1.9 31.04 213 -- --
155.34 0.58 4.84 -0.42 0.726 -2.72 -- 0.804 -0.184 1.89 31.25 219 -- --
155.94 0.582 4.83 -0.287 0.739 -2.7 -- -- -0.155 1.85 30.96 213 -- --
159.08 0.587 4.82 -0.468 -- -2.53 -- 0.977 -0.109 -- 35.22 776 -- --
247.95 0.738 4.72 0.37 0.464 -- -0.0302 -- 0.335 20.1 -- -- -- --
247.95 0.737 4.72 0.37 0.464 -- -- -- 0.334 20.1 -- -- -- --
159.86 0.589 4.8 -0.289 -- -2.51 -- -- -0.068 -- 33.7 777 -- --
157.86 0.585 4.81 -- 0.704 -2.58 -- -- -0.102 1.71 31.04 211 -- --
259.79 0.753 4.71 0.366 -- -- -- -- 0.329 -- -- -- -- --
251.57 0.742 4.73 -- 0.462 -- -- -- 0.293 20.2 -- -- -- --
161.8 0.592 4.79 -- -- -2.4 -- -- -0.0166 -- 33.9 759 -- --
263.33 0.757 4.72 -- -- -- -- -- 0.288 -- -- -- -- --

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
1 150.27 temperature 10 270 > th dose dependent rect. 5 23
3 151.34 temperature 30 270 < th dose dependent rect. 24 23
6 151.82 temperature 15 270 > th dose dependent rect. 16 23
15 153.45 temperature 30 270 < th dose dependent rect. 22 23
16 153.46 temperature 20 720 > th dose dependent rect. 15 20
25 154.43 temperature 10 720 > th dose dependent rect. 23 21
33 155.03 temperature 10 720 > th dose dependent rect. 21 23
75 156.56 temperature 30 270 < th dose dependent no NA NA
76 156.57 temperature 30 270 < th dose dependent rect. 9 23
77 156.61 temperature 30 270 < th dose dependent rect. 11 23
98 156.94 temperature 20 1440 > th dose dependent rect. 15 13
100 156.97 temperature 20 1440 > th dose dependent rect. 16 11
102 156.98 temperature 20 1440 > th dose dependent sin 14 NA
157 157.60 temperature 20 90 > th dose dependent rect. 23 23
182 157.91 temperature 15 720 > th dose dependent no NA NA
251 158.66 temperature 20 1440 > th dose dependent rect. 18 4
335 159.33 temperature 15 720 > th dose dependent rect. 1 23
363 159.49 temperature 30 1440 < th dose dependent rect. 18 1
388 159.62 temperature 20 1440 > th dose dependent rect. 20 1
410 159.73 temperature 20 1440 > th dose dependent rect. 18 1
493 160.06 temperature 30 1440 < th dose dependent rect. 15 11
497 160.07 temperature 30 1440 < th dose dependent rect. 16 8
616 160.44 temperature 30 1440 < th dose dependent sin 15 NA
652 160.54 temperature 30 1440 < th dose dependent rect. 15 18
692 160.64 temperature 30 1440 < th dose dependent rect. 17 4
940 161.18 temperature 30 4320 < th dose dependent rect. 23 1
994 161.31 temperature 10 4320 > th dose dependent rect. 23 2