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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.

Os03g0760800

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

Description : Similar to GAST1 protein precursor.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.94 (0.088) R2 : 0.523
β1 : -5.34 (0.328) R2dD : 0.306 R2D : 0.207
β2 : 0.691 (0.217) R2dC : 0.0084 R2C : -0.0436
β3 : 1.7 (0.233) R2dE : 0.0648 R2E : 0.0985
β4 : 3.27 (0.884) R2dD*C : 0.0141 R2D*C : -0.0481
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -2.21 (0.191) R2dN8 : 0.192 R2N8 : 0.0945
σ : 1.63
deviance : 1228.37
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_____
C
peak time of C : 9
E
wheather : temperature
threshold : 24.98
memory length : 4282
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 20.6
open length of G : 0.334

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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 = rect.)

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
1219.85 1.64 5.95 -6.01 0.623 1.61 3.26 2.41 -2.27 8.88 25 4283 20.6 0.375
1228.37 1.63 5.94 -5.34 0.691 1.7 3.27 -- -2.21 9 24.98 4282 20.6 0.334
1251.02 1.65 5.95 -5.87 0.631 1.59 -- 2.31 -2.23 9.87 24.9 4315 20.6 0.082
1258.81 1.65 5.94 -5.23 0.62 1.75 -- -- -2.21 9.9 25 4337 20.6 0.0704
1267.38 1.66 5.95 -5.96 -- 1.66 -- 2.66 -2.23 -- 25 4160 20.7 0.0346
1380.03 1.74 5.95 -5.83 0.797 -- 2.84 -- -2.43 10.2 -- -- -- --
1408.82 1.76 5.94 -5.71 0.806 -- -- -- -2.42 11.5 -- -- -- --
1278.44 1.67 5.95 -5.23 -- 1.8 -- -- -2.22 -- 24.9 4278 20.7 0.0135
1400.52 1.74 5.6 -- 0.711 4.06 -- -- -0.377 13.7 20.18 47520 21.6 1.1
1449.56 1.78 5.96 -5.73 -- -- -- -- -2.42 -- -- -- -- --
2267.34 2.23 5.8 -- 0.872 -- -- -- -1.78 11.9 -- -- -- --
1402.67 1.74 5.53 -- -- 4.37 -- -- -0.488 -- 19 47520 21.2 3.57
2315.27 2.25 5.82 -- -- -- -- -- -1.79 -- -- -- -- --

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 1235.29 temperature 25 4320 < th dose independent rect. 20 1
2 1238.75 temperature 25 4320 < th dose independent rect. 19 8
12 1243.44 temperature 10 4320 > th dose dependent rect. 23 1
13 1243.44 temperature 30 4320 < th dose dependent rect. 23 1
22 1245.70 temperature 25 4320 > th dose independent rect. 20 1
24 1245.81 temperature 20 4320 > th dose dependent rect. 23 3
26 1246.23 temperature 25 4320 > th dose independent rect. 20 6
31 1246.38 temperature 25 4320 < th dose independent rect. 16 12
33 1246.55 temperature 20 4320 > th dose dependent rect. 1 1
45 1247.47 temperature 25 4320 < th dose dependent rect. 21 3
125 1249.93 temperature 30 4320 < th dose dependent rect. 1 1
157 1250.50 temperature 25 4320 < th dose independent sin 14 NA
238 1252.39 temperature 25 4320 > th dose independent rect. 16 11
371 1255.05 temperature 25 4320 > th dose independent sin 14 NA
396 1255.48 temperature 25 4320 < th dose dependent sin 13 NA
557 1257.84 temperature 10 4320 > th dose dependent sin 12 NA
983 1262.69 temperature 25 4320 < th dose dependent no NA NA