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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.

Os12g0595600

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : SKP1 component family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 5.13 (0.0382) R2 : 0.684
β1 : 1.47 (0.142) R2dD : 0.0796 R2D : 0.101
β2 : 1.54 (0.113) R2dC : 0.165 R2C : 0.33
β3 : 2.39 (0.157) R2dE : 0.219 R2E : 0.446
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.308 (0.084) R2dN8 : 0.0133 R2N8 : 0.0138
σ : 0.712
deviance : 233.48
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_____
C
peak time of C : 18.5
E
wheather : temperature
threshold : 23.2
memory length : 156
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
223.4 0.702 5.2 0.833 1.44 2.81 -0.398 -4.17 0.133 18.6 23.53 157 -- --
232.84 0.711 5.15 1.3 1.38 2.69 -1.06 -- 0.256 18.4 23.43 160 -- --
223.75 0.697 5.2 0.817 1.45 2.82 -- -4.36 0.129 18.6 23.56 155 -- --
233.48 0.712 5.13 1.47 1.54 2.39 -- -- 0.308 18.5 23.2 156 -- --
284.76 0.786 5.22 0.437 -- 3.92 -- -5.77 -0.0232 -- 24 286 -- --
329.79 0.851 5.07 1.93 2.43 -- -0.322 -- 0.639 17.5 -- -- -- --
330.04 0.851 5.07 1.94 2.43 -- -- -- 0.638 17.5 -- -- -- --
303.22 0.811 5.12 1.28 -- 3.42 -- -- 0.214 -- 23.95 283 -- --
286.28 0.788 5.18 -- 1.38 2.81 -- -- 0.0742 18.8 22.84 159 -- --
637.31 1.18 5.03 1.86 -- -- -- -- 0.579 -- -- -- -- --
428.83 0.969 5.12 -- 2.4 -- -- -- 0.422 17.5 -- -- -- --
343.8 0.864 5.16 -- -- 3.63 -- -- 0.00925 -- 23.53 284 -- --
728.16 1.26 5.08 -- -- -- -- -- 0.373 -- -- -- -- --

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
1 223.21 temperature 25 30 > th dose dependent rect. 8 14
2 223.29 temperature 25 30 > th dose dependent rect. 8 22
3 223.32 temperature 25 30 > th dose dependent rect. 8 16
45 227.27 temperature 25 90 > th dose dependent rect. 23 23
47 227.62 temperature 25 90 > th dose dependent rect. 1 23
52 227.87 temperature 25 90 > th dose dependent no NA NA
84 228.77 temperature 25 270 > th dose dependent rect. 17 23
98 229.19 temperature 25 90 > th dose dependent rect. 19 23
103 229.40 temperature 25 90 > th dose dependent sin 22 NA
141 230.91 temperature 25 90 > th dose dependent rect. 10 23
256 233.79 temperature 10 90 > th dose dependent sin 21 NA
291 234.54 temperature 10 270 > th dose dependent sin 0 NA
394 236.12 temperature 25 90 > th dose dependent rect. 13 23
491 238.63 temperature 30 270 < th dose dependent sin 23 NA
534 239.34 temperature 30 90 < th dose dependent sin 21 NA
562 239.72 temperature 30 270 < th dose dependent rect. 5 15
674 243.04 temperature 10 720 > th dose dependent rect. 3 15
723 244.09 temperature 25 270 > th dose independent rect. 7 11
754 244.51 temperature 25 270 < th dose independent rect. 5 15
782 244.96 temperature 25 270 > th dose independent sin 23 NA
886 246.72 temperature 10 270 > th dose dependent rect. 19 23
903 247.05 temperature 30 90 < th dose dependent rect. 9 14
931 247.47 temperature 25 270 < th dose independent sin 23 NA