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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.

Os05g0104900

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

Description : Similar to Clone ZZD1296 mRNA sequence.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.63 (0.0298) R2 : 0.314
β1 : -1.55 (0.109) R2dD : 0.314 R2D : 0.314
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00423 (0.0636) R2dN8 : 8.89e-06 R2N8 : 0.000566
σ : 0.559
deviance : 143.27
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
119.53 0.514 9.77 -2.57 0.162 -0.894 -0.3 2.57 -0.399 21.9 26.7 1361 -- --
124.46 0.52 9.69 -1.88 0.154 -0.687 -0.436 -- -0.234 22.1 26.3 1431 -- --
119.84 0.51 9.77 -2.58 0.168 -0.886 -- 2.62 -0.403 22.4 26.7 1374 -- --
124.69 0.52 9.68 -1.79 0.176 -0.667 -- -- -0.206 22 26.6 1401 -- --
121.48 0.513 9.77 -2.57 -- -0.913 -- 2.64 -0.407 -- 26.71 1357 -- --
140.27 0.555 9.64 -1.56 0.206 -- -0.278 -- 0.00173 23 -- -- -- --
140.58 0.555 9.64 -1.55 0.207 -- -- -- 0.00227 23.3 -- -- -- --
126.16 0.523 9.68 -1.8 -- -0.704 -- -- -0.182 -- 26.66 1327 -- --
199.82 0.658 9.62 -- 0.15 -0.296 -- -- 0.0893 21.7 22.4 666 -- --
143.27 0.559 9.63 -1.55 -- -- -- -- 0.00423 -- -- -- -- --
204.15 0.668 9.6 -- 0.193 -- -- -- 0.175 22.8 -- -- -- --
200.84 0.66 9.62 -- -- -0.327 -- -- 0.0743 -- 22.3 688 -- --
206.46 0.671 9.6 -- -- -- -- -- 0.176 -- -- -- -- --

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
1 117.24 temperature 15 270 > th dose dependent rect. 14 17
2 117.32 temperature 15 270 > th dose dependent rect. 12 21
20 118.43 temperature 10 270 > th dose dependent rect. 3 16
24 118.59 temperature 10 270 > th dose dependent rect. 24 22
36 118.98 temperature 25 1440 > th dose dependent rect. 16 2
69 119.50 temperature 30 270 < th dose dependent rect. 7 20
95 119.69 temperature 20 720 > th dose dependent rect. 19 23
97 119.72 temperature 25 1440 > th dose dependent rect. 11 8
100 119.76 temperature 25 1440 < th dose independent rect. 17 5
105 119.78 temperature 20 720 > th dose dependent rect. 19 20
119 119.84 temperature 25 1440 > th dose independent rect. 17 5
128 119.89 temperature 20 1440 > th dose dependent rect. 15 8
171 120.02 temperature 20 1440 > th dose dependent rect. 20 1
173 120.02 temperature 20 10 > th dose dependent rect. 16 16
208 120.09 temperature 20 1440 > th dose dependent sin 15 NA
216 120.11 temperature 20 720 > th dose dependent no NA NA
240 120.14 temperature 10 720 > th dose dependent rect. 19 23
390 120.37 temperature 20 720 > th dose dependent sin 11 NA
448 120.43 temperature 25 1440 > th dose independent rect. 19 1
575 120.58 temperature 30 720 < th dose dependent rect. 15 20
867 120.94 temperature 25 1440 > th dose dependent rect. 12 1
929 121.01 radiation 1 14400 > th dose independent rect. 5 1