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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.

Os11g0457700

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

Description : Non-protein coding transcript, uncharacterized transcript.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.09 (0.033) R2 : 0.612
β1 : -1.19 (0.128) R2dD : 0.0884 R2D : -0.04
β2 : -- (--) R2dC : -- R2C : --
β3 : 3.49 (0.147) R2dE : 0.607 R2E : 0.506
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.188 (0.0744) R2dN8 : 0.00835 R2N8 : 0.052
σ : 0.606
deviance : 169.34
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 13.72
memory length : 1521
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
164.92 0.603 5.12 -1.44 0.322 3.53 -0.262 -1.26 0.12 13.8 14.9 1351 -- --
166.24 0.601 5.08 -1.17 0.312 3.55 -0.18 -- 0.189 13.7 14.21 1352 -- --
165.18 0.599 5.12 -1.43 0.331 3.54 -- -1.19 0.123 13.8 14.85 1344 -- --
166.35 0.601 5.08 -1.17 0.324 3.55 -- -- 0.191 13.9 14.2 1353 -- --
168.2 0.604 5.12 -1.42 -- 3.51 -- -1.05 0.127 -- 13.72 1527 -- --
377.76 0.911 4.94 -0.0458 0.064 -- -0.425 -- 0.838 10.8 -- -- -- --
378.5 0.911 4.94 -0.0626 0.0665 -- -- -- 0.837 11.4 -- -- -- --
169.34 0.606 5.09 -1.19 -- 3.49 -- -- 0.188 -- 13.72 1521 -- --
197.39 0.654 5.04 -- 0.391 3.1 -- -- 0.395 13.5 12.52 1263 -- --
378.78 0.909 4.94 -0.0644 -- -- -- -- 0.836 -- -- -- -- --
378.61 0.91 4.94 -- 0.0672 -- -- -- 0.844 11.5 -- -- -- --
201.39 0.661 5.04 -- -- 2.99 -- -- 0.394 -- 10.54 1491 -- --
378.89 0.909 4.94 -- -- -- -- -- 0.843 -- -- -- -- --

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
1 163.61 temperature 10 1440 > th dose dependent rect. 4 19
65 164.97 temperature 20 1440 > th dose dependent rect. 16 6
73 165.12 temperature 10 1440 > th dose dependent rect. 16 7
89 165.28 temperature 15 1440 > th dose dependent rect. 15 23
107 165.52 temperature 15 1440 > th dose dependent no NA NA
123 165.60 temperature 15 1440 > th dose dependent rect. 11 23
124 165.60 temperature 15 1440 > th dose dependent rect. 13 23
147 165.74 temperature 15 1440 > th dose dependent rect. 21 23
205 166.05 temperature 15 1440 > th dose dependent rect. 18 23
272 166.38 temperature 15 1440 > th dose dependent sin 17 NA
380 166.98 temperature 20 1440 > th dose dependent rect. 18 3
442 167.35 temperature 10 1440 > th dose dependent sin 2 NA
467 167.46 temperature 10 1440 > th dose dependent rect. 18 1
648 168.63 temperature 30 1440 < th dose dependent rect. 18 5
657 168.72 temperature 10 1440 > th dose dependent rect. 4 10
688 168.91 temperature 30 1440 < th dose dependent rect. 5 18
892 170.54 temperature 30 1440 < th dose dependent rect. 6 3
910 170.74 temperature 30 1440 < th dose dependent rect. 16 21
924 170.85 temperature 10 1440 > th dose dependent rect. 6 2