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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.

Os11g0135300

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

Description : Similar to 60S acidic ribosomal protein P0.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.13 (0.044) R2 : 0.144
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.04 (0.121) R2dE : 0.19 R2E : 0.115
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.307 (0.104) R2dN8 : 0.029 R2N8 : -0.0455
σ : 0.795
deviance : 291.36
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.9
memory length : 13478
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
275.08 0.779 4.25 -0.843 0.531 -0.886 -0.577 -1.47 -0.0815 3.9 25.5 9485 -- --
276.05 0.774 4.17 -0.355 0.47 -0.937 -0.664 -- 0.124 3.92 26.2 9196 -- --
276.03 0.774 4.25 -0.846 0.53 -0.886 -- -1.51 -0.0816 4.04 25.5 9493 -- --
276.92 0.775 4.17 -0.342 0.518 -0.958 -- -- 0.137 3.98 26.28 9547 -- --
290.15 0.793 4.25 -0.835 -- -0.831 -- -1.41 -0.085 -- 25.5 9121 -- --
308.04 0.823 4.25 -0.824 0.484 -- -0.654 -- -0.264 4.29 -- -- -- --
309.13 0.823 4.25 -0.818 0.485 -- -- -- -0.261 4.59 -- -- -- --
289.9 0.793 4.17 -0.365 -- -0.931 -- -- 0.134 -- 26.2 9169 -- --
278.75 0.778 4.12 -- 0.492 -1.09 -- -- 0.307 3.92 26 13793 -- --
321.65 0.838 4.26 -0.799 -- -- -- -- -0.248 -- -- -- -- --
326.75 0.846 4.23 -- 0.47 -- -- -- -0.17 4.63 -- -- -- --
291.36 0.795 4.13 -- -- -1.04 -- -- 0.307 -- 25.9 13478 -- --
338.48 0.859 4.24 -- -- -- -- -- -0.159 -- -- -- -- --

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
1 268.51 humidity 50 14400 > th dose dependent rect. 21 1
17 271.44 humidity 90 14400 < th dose independent rect. 21 2
24 272.14 humidity 90 14400 < th dose dependent rect. 21 1
30 272.22 humidity 90 14400 < th dose independent rect. 20 4
31 272.29 humidity 90 14400 < th dose dependent rect. 17 6
45 272.65 temperature 30 1440 < th dose dependent rect. 10 1
58 273.06 humidity 90 14400 > th dose independent rect. 22 1
69 273.26 temperature 30 1440 < th dose dependent rect. 8 3
81 273.42 humidity 90 14400 < th dose dependent rect. 18 1
84 273.45 humidity 90 14400 > th dose independent rect. 21 3
94 273.58 humidity 60 14400 > th dose dependent rect. 18 1
110 273.83 temperature 15 1440 > th dose dependent rect. 10 1
119 273.88 humidity 80 14400 > th dose independent rect. 17 4
126 273.96 temperature 10 1440 > th dose dependent rect. 8 3
143 274.12 temperature 25 14400 < th dose dependent rect. 4 14
146 274.13 temperature 25 14400 < th dose dependent rect. 5 10
157 274.23 temperature 25 14400 < th dose dependent sin 1 NA
195 274.41 humidity 80 14400 < th dose independent rect. 19 1
216 274.48 temperature 25 14400 < th dose dependent rect. 4 18
220 274.51 humidity 80 14400 < th dose independent rect. 17 3
235 274.57 temperature 20 14400 > th dose dependent rect. 8 1
248 274.61 humidity 80 14400 < th dose independent rect. 17 1
283 274.71 humidity 80 14400 > th dose independent rect. 17 1
315 274.78 temperature 25 14400 < th dose independent rect. 8 1
328 274.82 temperature 20 14400 > th dose independent rect. 20 7
361 274.89 temperature 25 14400 < th dose dependent rect. 21 21
371 274.92 temperature 25 14400 < th dose dependent rect. 7 2
390 274.97 humidity 80 14400 > th dose independent rect. 19 1
392 274.97 temperature 25 14400 < th dose dependent no NA NA
401 274.99 temperature 25 14400 < th dose independent rect. 7 4
405 275.00 temperature 25 14400 < th dose dependent rect. 16 23
417 275.02 temperature 25 14400 < th dose dependent rect. 14 23
419 275.03 temperature 25 14400 < th dose dependent rect. 21 1
475 275.13 temperature 25 14400 > th dose independent rect. 7 4
509 275.18 temperature 20 14400 < th dose independent rect. 20 7
515 275.19 temperature 25 14400 > th dose independent rect. 10 1
521 275.20 humidity 50 14400 > th dose dependent sin 14 NA
539 275.25 temperature 20 14400 > th dose independent rect. 24 1
548 275.26 temperature 25 14400 < th dose independent rect. 6 7
577 275.31 temperature 25 14400 < th dose independent rect. 10 1
593 275.33 temperature 20 14400 > th dose independent sin 14 NA
611 275.35 humidity 70 14400 > th dose independent rect. 16 12
633 275.38 temperature 20 14400 > th dose independent rect. 14 13
679 275.45 temperature 25 14400 > th dose independent rect. 6 7
721 275.50 humidity 90 14400 < th dose dependent sin 15 NA
803 275.62 temperature 20 14400 < th dose independent sin 15 NA
857 275.67 temperature 20 14400 < th dose independent rect. 13 14
918 275.76 temperature 30 14400 < th dose dependent rect. 17 1
971 275.83 temperature 20 14400 < th dose independent rect. 24 1