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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.

Os01g0512400

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 : 4.76 (0.0289) R2 : 0.338
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.91 (0.125) R2dE : 0.377 R2E : 0.289
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.308 (0.0635) R2dN8 : 0.0494 R2N8 : -0.0387
σ : 0.537
deviance : 132.71
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 30.93
memory length : 998
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
119.83 0.514 4.74 -0.364 0.372 -2.16 -0.249 -1.84 -0.393 23.9 25.18 3822 -- --
121.77 0.514 4.8 -0.611 0.479 -1.88 -0.143 -- -0.446 23.7 26.42 2963 -- --
120.09 0.51 4.74 -0.367 0.373 -2.16 -- -1.79 -0.396 23.8 25.14 3822 -- --
121.68 0.514 4.8 -0.585 0.429 -1.89 -- -- -0.464 23.3 26.38 2847 -- --
128.66 0.528 4.73 -0.347 -- -2.24 -- -1.92 -0.393 -- 25.35 3800 -- --
182.94 0.634 4.69 0.206 0.506 -- -0.164 -- 0.0202 0.101 -- -- -- --
183.06 0.634 4.69 0.212 0.507 -- -- -- 0.0211 0.0615 -- -- -- --
127.05 0.525 4.79 -0.552 -- -1.9 -- -- -0.475 -- 27.44 2388 -- --
126.66 0.524 4.75 -- 0.374 -1.65 -- -- -0.299 0.678 31.59 2116 -- --
199.23 0.66 4.68 0.228 -- -- -- -- 0.0283 -- -- -- -- --
184.25 0.635 4.7 -- 0.51 -- -- -- -0.00254 0.0848 -- -- -- --
132.71 0.537 4.76 -- -- -1.91 -- -- -0.308 -- 30.93 998 -- --
200.6 0.661 4.69 -- -- -- -- -- 0.00301 -- -- -- -- --

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
1 115.63 temperature 15 4320 > th dose dependent rect. 21 7
3 115.67 temperature 25 4320 < th dose dependent rect. 21 1
5 115.69 temperature 30 4320 < th dose dependent rect. 21 7
7 115.74 temperature 15 4320 > th dose dependent rect. 23 3
29 115.91 temperature 30 4320 < th dose dependent rect. 23 3
41 115.95 temperature 30 4320 < th dose dependent rect. 23 5
46 115.99 temperature 30 4320 < th dose dependent rect. 1 1
113 116.56 temperature 30 4320 < th dose dependent rect. 3 1
119 116.60 temperature 15 4320 > th dose dependent rect. 3 1
225 117.31 temperature 25 4320 < th dose dependent sin 14 NA
423 118.44 temperature 15 4320 > th dose dependent sin 12 NA