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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.

Os02g0831500

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

Description : Similar to Sucrose synthase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.26 (0.0317) R2 : 0.298
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.97 (0.144) R2dE : 0.309 R2E : 0.295
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0789 (0.0686) R2dN8 : 0.00282 R2N8 : -0.0112
σ : 0.591
deviance : 161.29
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 9.435
memory length : 669
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
137.83 0.552 5.19 0.874 0.754 -2.11 -0.285 1.82 0.231 12.1 15.14 303 -- --
140.47 0.552 5.22 0.661 0.773 -2.06 -0.2 -- 0.162 12.1 15 292 -- --
138.04 0.547 5.19 0.851 0.73 -2.1 -- 1.72 0.234 12.3 15.4 327 -- --
140.26 0.552 5.22 0.57 0.703 -2.05 -- -- 0.169 12.3 15.24 339 -- --
149.7 0.57 5.21 0.886 -- -2.23 -- 1.28 0.244 -- 1.861 681 -- --
188.24 0.643 5.29 0.133 0.81 -- -0.529 -- -0.154 9.08 -- -- -- --
189.21 0.644 5.29 0.115 0.81 -- -- -- -0.154 9.15 -- -- -- --
150.95 0.572 5.23 0.662 -- -2.21 -- -- 0.184 -- 8.389 698 -- --
148.06 0.567 5.25 -- 0.717 -1.81 -- -- 0.0559 11.9 15.2 314 -- --
227.19 0.704 5.31 0.113 -- -- -- -- -0.15 -- -- -- -- --
189.56 0.644 5.29 -- 0.81 -- -- -- -0.167 9.14 -- -- -- --
161.29 0.591 5.26 -- -- -1.97 -- -- 0.0789 -- 9.435 669 -- --
227.52 0.704 5.31 -- -- -- -- -- -0.162 -- -- -- -- --

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
1 136.32 temperature 10 720 > th dose dependent rect. 21 17
5 136.69 temperature 30 720 < th dose dependent rect. 18 18
16 137.40 temperature 30 270 < th dose dependent rect. 21 23
17 137.47 temperature 15 270 > th dose dependent rect. 23 23
30 138.14 temperature 15 270 > th dose dependent no NA NA
32 138.20 temperature 15 720 > th dose dependent sin 8 NA
45 138.41 temperature 15 270 > th dose dependent rect. 17 23
49 138.45 temperature 30 720 < th dose dependent sin 8 NA
59 138.64 temperature 15 720 > th dose dependent rect. 17 21
81 138.96 temperature 30 270 < th dose dependent rect. 24 23
84 138.99 temperature 30 270 < th dose dependent rect. 15 23
130 139.70 temperature 30 720 < th dose dependent rect. 24 21
151 139.95 temperature 30 270 < th dose dependent no NA NA
161 140.05 temperature 15 270 > th dose dependent rect. 6 23
187 140.28 temperature 30 270 < th dose dependent rect. 7 23
190 140.30 temperature 10 720 > th dose dependent rect. 12 23
285 141.08 temperature 25 1440 < th dose dependent rect. 4 1
309 141.26 temperature 20 1440 > th dose dependent rect. 20 9
316 141.30 temperature 20 1440 > th dose dependent rect. 18 11
322 141.35 temperature 10 720 > th dose dependent rect. 10 23
359 141.53 temperature 15 1440 > th dose dependent rect. 4 1
361 141.54 temperature 25 1440 < th dose dependent rect. 1 4
445 141.91 temperature 30 270 < th dose dependent rect. 3 23
474 142.04 temperature 25 1440 < th dose dependent rect. 21 9
528 142.23 temperature 20 1440 > th dose dependent rect. 1 2