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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.

Os01g0260000

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.36 (0.0305) R2 : 0.704
β1 : 1.57 (0.115) R2dD : 0.133 R2D : 0.0528
β2 : 2.5 (0.0808) R2dC : 0.672 R2C : 0.521
β3 : 1.77 (0.142) R2dE : 0.134 R2E : -0.0814
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.272 (0.0706) R2dN8 : 0.0158 R2N8 : -0.0397
σ : 0.558
deviance : 143.78
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_____
C
peak time of C : 18.2
E
wheather : temperature
threshold : 25.8
memory length : 198
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
128.35 0.532 4.36 1.68 2.49 1.66 2.32 -0.748 0.274 18.4 25.9 227 -- --
129.13 0.529 4.36 1.6 2.48 1.74 2.34 -- 0.259 18.3 25.7 213 -- --
139.5 0.55 4.3 1.93 2.53 1.52 -- -2.38 0.365 18.4 26.29 324 -- --
143.78 0.558 4.36 1.57 2.5 1.77 -- -- 0.272 18.2 25.8 198 -- --
408.01 0.941 4.25 2.07 -- 1.51 -- -2.47 0.345 -- 27.7 1334 -- --
171.96 0.615 4.45 1.12 2.24 -- 2.56 -- -0.121 18.7 -- -- -- --
188.34 0.643 4.45 1.09 2.25 -- -- -- -0.113 18.6 -- -- -- --
412.15 0.946 4.32 1.54 -- 1.68 -- -- 0.208 -- 25.8 1366 -- --
198.44 0.656 4.43 -- 2.36 1.14 -- -- -0.0231 18.3 25.8 99 -- --
452.39 0.994 4.4 1.03 -- -- -- -- -0.159 -- -- -- -- --
219.41 0.693 4.48 -- 2.24 -- -- -- -0.234 18.6 -- -- -- --
464.95 1.01 4.4 -- -- 0.983 -- -- -0.155 -- 23.52 3 -- --
480.44 1.02 4.43 -- -- -- -- -- -0.273 -- -- -- -- --

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
1 127.58 temperature 25 270 < th dose dependent rect. 20 22
16 129.37 temperature 25 270 < th dose dependent rect. 1 23
17 129.39 temperature 25 270 < th dose dependent no NA NA
19 129.43 temperature 25 270 < th dose dependent rect. 3 23
28 129.67 temperature 25 270 < th dose dependent rect. 13 23
34 129.87 temperature 15 270 > th dose dependent rect. 17 18
41 130.01 temperature 15 270 > th dose dependent rect. 16 21
92 131.38 temperature 15 30 > th dose dependent sin 7 NA
174 132.66 temperature 25 30 < th dose dependent rect. 11 23
364 134.62 temperature 30 90 < th dose dependent sin 7 NA
367 134.63 temperature 10 720 > th dose dependent rect. 7 22
493 135.44 temperature 25 1440 < th dose dependent rect. 7 5
686 135.95 temperature 25 1440 < th dose dependent sin 2 NA
760 136.09 temperature 25 1440 < th dose dependent rect. 17 7
908 136.32 temperature 10 720 > th dose dependent rect. 24 23
921 136.34 temperature 25 1440 < th dose dependent sin 16 NA