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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.

Os01g0530100

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 : 5.93 (0.0333) R2 : 0.696
β1 : 1.08 (0.127) R2dD : 0.0565 R2D : 0.0213
β2 : 2.14 (0.0781) R2dC : 0.516 R2C : 0.564
β3 : -1.05 (0.107) R2dE : 0.0857 R2E : 0.12
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.168 (0.0764) R2dN8 : 0.00518 R2N8 : 0.0237
σ : 0.608
deviance : 170.43
__
_____
C
peak time of C : 12.9
E
wheather : temperature
threshold : 21.67
memory length : 1192
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
162 0.598 5.98 0.717 2.16 -1.12 -1.13 -1.44 -0.253 12.9 21.63 1213 -- --
166.95 0.602 5.95 1.11 2.13 -1.01 -0.993 -- -0.176 12.8 21.79 1211 -- --
167.01 0.602 5.97 0.744 2.17 -1.13 -- -1.22 -0.242 12.8 21.6 1261 -- --
170.43 0.608 5.93 1.08 2.14 -1.05 -- -- -0.168 12.9 21.67 1192 -- --
436.49 0.973 5.98 0.891 -- -1.62 -- -1.09 -0.142 -- 21.44 957 -- --
202.76 0.668 6 0.693 2.25 -- -1.01 -- -0.476 12.9 -- -- -- --
207.05 0.674 6 0.655 2.26 -- -- -- -0.482 12.8 -- -- -- --
396.58 0.927 5.9 0.956 -- -1.75 -- -- 0.0726 -- 25 967 -- --
196.98 0.654 5.96 -- 2.16 -0.802 -- -- -0.267 12.8 22 1155 -- --
524.46 1.07 6.04 0.572 -- -- -- -- -0.524 -- -- -- -- --
218.37 0.691 6.02 -- 2.24 -- -- -- -0.555 12.8 -- -- -- --
427.92 0.963 5.94 -- -- -1.59 -- -- -0.0687 -- 24.93 952 -- --
533.1 1.08 6.06 -- -- -- -- -- -0.587 -- -- -- -- --

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
1 165.23 temperature 25 720 < th dose dependent rect. 3 21
9 165.91 temperature 25 720 < th dose dependent rect. 20 20
30 166.30 temperature 10 720 > th dose dependent rect. 23 13
38 166.45 temperature 25 720 < th dose dependent rect. 15 22
59 166.77 temperature 25 1440 < th dose dependent rect. 4 8
63 166.81 temperature 25 720 < th dose dependent no NA NA
100 167.47 temperature 25 720 < th dose dependent rect. 8 23
162 168.02 temperature 10 270 > th dose dependent rect. 23 22
180 168.25 temperature 25 1440 < th dose dependent sin 7 NA
201 168.36 temperature 25 1440 < th dose dependent rect. 21 2
204 168.40 wind 3 14400 < th dose dependent rect. 23 1
273 168.86 temperature 25 720 < th dose dependent sin 2 NA
275 168.87 temperature 30 720 < th dose dependent rect. 4 3
296 168.96 temperature 25 1440 < th dose dependent rect. 20 10
399 169.46 temperature 10 1440 > th dose dependent rect. 4 1
479 169.78 temperature 10 720 > th dose dependent rect. 16 20
503 169.87 temperature 25 1440 < th dose dependent rect. 4 1
690 170.58 temperature 15 1440 > th dose dependent rect. 21 9
724 170.72 temperature 20 1440 > th dose independent rect. 19 14
777 170.92 temperature 20 1440 > th dose independent rect. 19 11
815 171.03 temperature 15 720 > th dose dependent sin 7 NA
834 171.09 temperature 20 1440 < th dose independent rect. 20 13
859 171.15 temperature 20 1440 > th dose independent sin 10 NA
893 171.24 wind 1 14400 < th dose independent rect. 20 3
976 171.41 temperature 20 1440 > th dose independent rect. 23 10
982 171.42 temperature 20 1440 > th dose independent rect. 1 8
989 171.44 wind 1 14400 > th dose independent rect. 21 2