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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.

Os10g0331600

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.4 (0.0466) R2 : 0.109
β1 : 0.99 (0.186) R2dD : 0.0711 R2D : 0.0052
β2 : -- (--) R2dC : -- R2C : --
β3 : -1 (0.159) R2dE : 0.11 R2E : 0.0397
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0751 (0.108) R2dN8 : 0.00156 R2N8 : -0.00995
σ : 0.85
deviance : 332.72
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 19.7
memory length : 6539
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
324.94 0.847 3.38 1.18 0.325 -1.03 0.849 1.33 0.0189 8.45 22.7 4514 -- --
325.75 0.841 3.4 0.899 0.332 -0.955 0.91 -- 0.0169 8.22 20.6 5711 -- --
326.25 0.841 3.37 1.26 0.329 -1.01 -- 1.44 0.0289 10 22.77 4730 -- --
326.84 0.842 3.38 0.983 0.342 -0.941 -- -- 0.101 9.5 19.7 7153 -- --
331.79 0.848 3.39 1.17 -- -1.02 -- 1.03 0.0319 -- 22.2 4951 -- --
352.82 0.881 3.46 0.437 0.357 -- 0.727 -- -0.221 9.05 -- -- -- --
354.15 0.881 3.46 0.467 0.358 -- -- -- -0.218 10.1 -- -- -- --
332.72 0.85 3.4 0.99 -- -1 -- -- 0.0751 -- 19.7 6539 -- --
343.56 0.863 3.45 -- 0.371 -0.568 -- -- -0.171 9.62 27.64 7299 -- --
361.88 0.889 3.47 0.462 -- -- -- -- -0.218 -- -- -- -- --
359.88 0.887 3.47 -- 0.356 -- -- -- -0.27 9.98 -- -- -- --
349.75 0.871 3.47 -- -- -0.622 -- -- -0.238 -- 27.14 6120 -- --
367.5 0.895 3.48 -- -- -- -- -- -0.269 -- -- -- -- --

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
1 319.79 temperature 20 720 > th dose dependent rect. 21 13
2 319.87 temperature 20 720 > th dose dependent rect. 22 11
9 320.60 temperature 20 720 > th dose dependent sin 9 NA
27 322.36 temperature 15 30 > th dose dependent rect. 23 22
54 324.15 temperature 25 1440 > th dose dependent rect. 12 1
66 324.64 temperature 25 4320 > th dose dependent rect. 23 14
70 324.69 temperature 10 720 > th dose dependent rect. 19 15
84 324.82 temperature 25 4320 > th dose dependent rect. 6 7
89 324.84 temperature 25 4320 > th dose dependent sin 7 NA
103 324.93 temperature 20 90 > th dose dependent rect. 3 17
117 325.03 temperature 25 4320 > th dose dependent rect. 7 3
137 325.11 temperature 30 720 < th dose dependent rect. 17 19
184 325.34 temperature 20 4320 > th dose dependent rect. 17 2
254 325.65 temperature 30 720 < th dose dependent sin 9 NA
277 325.73 temperature 25 4320 > th dose independent rect. 6 5
281 325.73 temperature 25 4320 > th dose dependent rect. 23 21
341 325.80 temperature 25 4320 > th dose dependent rect. 6 14
356 325.81 temperature 25 4320 > th dose dependent rect. 6 22
359 325.82 temperature 25 4320 > th dose dependent no NA NA
372 325.82 temperature 25 4320 > th dose dependent rect. 2 23
384 325.83 temperature 25 4320 > th dose dependent rect. 6 19
448 325.89 temperature 25 4320 > th dose independent rect. 7 1
452 325.90 temperature 25 4320 < th dose independent rect. 6 5
458 325.90 temperature 25 4320 > th dose dependent rect. 11 23
592 326.08 temperature 20 4320 > th dose dependent rect. 17 11
622 326.11 temperature 20 4320 > th dose dependent rect. 17 8
821 326.30 temperature 25 4320 < th dose independent rect. 7 1
838 326.31 temperature 20 4320 > th dose dependent rect. 12 16
928 326.41 temperature 30 4320 < th dose dependent rect. 18 1
940 326.43 temperature 25 4320 > th dose independent sin 5 NA
947 326.44 temperature 10 720 > th dose dependent rect. 22 9