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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.

Os01g0226200

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 : 4.81 (0.0581) R2 : 0.224
β1 : -2.05 (0.225) R2dD : 0.17 R2D : 0.0701
β2 : 0.627 (0.15) R2dC : 0.0296 R2C : 0.0174
β3 : -2.07 (0.256) R2dE : 0.14 R2E : 0.0328
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.143 (0.13) R2dN8 : 0.0033 R2N8 : -0.0159
σ : 1.07
deviance : 528.09
__
_____
C
peak time of C : 5.64
E
wheather : radiation
threshold : 0.6229
memory length : 4447
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 = radiation, 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
523.09 1.07 4.83 -2.32 0.577 -1.54 -1.1 1.83 -0.16 7.28 0.67 4366 -- --
525.96 1.07 4.83 -2.04 0.568 -1.95 -1.15 -- -0.166 7.28 0.6696 4374 -- --
525.32 1.07 4.83 -2.35 0.578 -1.62 -- 1.93 -0.169 6.58 0.7146 4406 -- --
528.09 1.07 4.81 -2.05 0.627 -2.07 -- -- -0.143 5.64 0.6229 4447 -- --
542.86 1.09 4.84 -2.37 -- -1.61 -- 2.05 -0.159 -- 0.7268 4400 -- --
594.41 1.14 4.71 -1.35 0.605 -- -1.18 -- 0.238 7.75 -- -- -- --
598.35 1.15 4.71 -1.38 0.607 -- -- -- 0.239 7.61 -- -- -- --
545.37 1.09 4.8 -2.04 -- -1.98 -- -- -0.114 -- 0.6301 4390 -- --
622.26 1.16 4.72 -- 0.567 -1.18 -- -- 0.207 6.72 1.2 4438 -- --
618.16 1.16 4.72 -1.37 -- -- -- -- 0.248 -- -- -- -- --
648.73 1.19 4.67 -- 0.596 -- -- -- 0.393 7.77 -- -- -- --
638.91 1.18 4.73 -- -- -1.19 -- -- 0.215 -- 1.2 4404 -- --
667.96 1.21 4.69 -- -- -- -- -- 0.401 -- -- -- -- --

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
1 501.24 radiation 40 43200 > th dose independent rect. 11 1
2 501.74 radiation 40 43200 > th dose independent rect. 9 1
3 501.90 radiation 20 43200 > th dose dependent rect. 9 1
4 501.95 radiation 30 43200 < th dose independent rect. 9 2
5 501.97 radiation 40 43200 > th dose independent rect. 9 3
11 502.39 radiation 10 43200 < th dose independent rect. 12 1
36 503.03 radiation 20 43200 > th dose dependent rect. 9 3
66 503.54 radiation 20 43200 > th dose dependent rect. 11 1
79 504.01 radiation 40 43200 > th dose independent sin 9 NA
92 504.16 radiation 30 43200 < th dose independent rect. 22 16
93 504.16 radiation 30 43200 < th dose independent rect. 20 18
218 504.89 radiation 40 43200 < th dose dependent rect. 9 1
356 505.30 radiation 30 43200 < th dose independent rect. 13 1
403 505.54 radiation 30 43200 < th dose independent sin 7 NA
454 505.67 radiation 10 43200 > th dose dependent sin 7 NA
662 506.44 radiation 20 43200 > th dose independent sin 9 NA
717 506.61 radiation 40 43200 < th dose dependent rect. 22 16
961 507.23 radiation 40 43200 > th dose independent no NA NA