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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.

Os08g0457000

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 : 4.28 (0.044) R2 : 0.518
β1 : -1.22 (0.179) R2dD : 0.0672 R2D : -0.0636
β2 : 1.67 (0.101) R2dC : 0.289 R2C : 0.307
β3 : -2.69 (0.201) R2dE : 0.29 R2E : 0.16
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.307 (0.104) R2dN8 : 0.0162 R2N8 : -0.0446
σ : 0.795
deviance : 291.15
__
_____
C
peak time of C : 0.138
E
wheather : temperature
threshold : 23.83
memory length : 2950
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
285.42 0.794 4.29 -1.32 1.67 -2.63 -1.17 0.257 -0.33 0.26 24.08 3024 -- --
285.46 0.787 4.28 -1.27 1.68 -2.69 -1.12 -- -0.32 0.247 23.93 2997 -- --
291.08 0.795 4.29 -1.27 1.66 -2.61 -- 0.371 -0.326 0.135 24.02 2932 -- --
291.15 0.795 4.28 -1.22 1.67 -2.69 -- -- -0.307 0.138 23.83 2950 -- --
421.86 0.957 4.31 -1.57 -- -2.93 -- 1.67 -0.455 -- 28.19 2384 -- --
398.69 0.936 4.13 -0.0803 1.72 -- -1.23 -- 0.353 0.414 -- -- -- --
405.05 0.942 4.13 -0.0318 1.73 -- -- -- 0.36 0.309 -- -- -- --
425.87 0.961 4.26 -1.16 -- -2.89 -- -- -0.374 -- 27.6 2400 -- --
314.85 0.826 4.22 -- 1.71 -2.39 -- -- -0.0448 0.278 24.44 1659 -- --
592.2 1.14 4.09 0.0256 -- -- -- -- 0.387 -- -- -- -- --
405.08 0.941 4.13 -- 1.72 -- -- -- 0.363 0.308 -- -- -- --
429.13 0.965 4.21 -- -- -2.98 -- -- -0.15 -- 29.3 943 -- --
592.22 1.14 4.09 -- -- -- -- -- 0.384 -- -- -- -- --

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
1 276.80 temperature 20 4320 > th dose independent rect. 22 1
2 278.03 temperature 20 4320 < th dose independent rect. 22 1
3 278.95 temperature 20 4320 < th dose independent rect. 20 4
16 281.12 temperature 25 4320 < th dose dependent rect. 21 1
19 281.37 temperature 20 4320 > th dose independent rect. 18 7
26 281.74 temperature 25 1440 < th dose dependent rect. 19 9
52 282.47 temperature 25 270 < th dose dependent rect. 12 21
85 283.30 temperature 15 4320 > th dose dependent rect. 21 1
106 283.64 temperature 10 270 > th dose dependent sin 11 NA
128 283.98 temperature 20 4320 < th dose independent sin 15 NA
132 284.01 temperature 25 1440 < th dose dependent sin 12 NA
152 284.27 temperature 20 4320 > th dose independent sin 15 NA
157 284.29 temperature 10 1440 > th dose dependent rect. 20 8
574 287.01 temperature 30 270 < th dose dependent sin 11 NA
741 287.78 temperature 10 1440 > th dose dependent sin 11 NA
851 288.30 temperature 25 720 < th dose dependent sin 17 NA
976 288.85 temperature 15 4320 > th dose dependent sin 14 NA