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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.

Os11g0256900

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

Description : SAM dependent carboxyl methyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.51 (0.0866) R2 : 0.538
β1 : 1.19 (0.316) R2dD : 0.0152 R2D : -0.181
β2 : 1.42 (0.221) R2dC : 0.0421 R2C : -0.113
β3 : 6.31 (0.391) R2dE : 0.305 R2E : -0.121
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 3.87 (0.193) R2dN8 : 0.616 R2N8 : 0.209
σ : 1.59
deviance : 1168.66
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_____
C
peak time of C : 7.1
E
wheather : radiation
threshold : 2.113
memory length : 1482
response mode : < th
dose dependency : dose independent
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 = radiation, response mode = < th, dose dependency = dose independent, 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
1169.38 1.61 4.72 0.104 1.41 6.95 -3.1 10.4 3.3 6.13 1.32 1457 -- --
1139.75 1.57 4.5 1.11 1.36 6.38 -2.53 -- 3.9 7.06 2.118 1482 -- --
1180.94 1.6 4.69 0.00125 1.45 6.98 -- 10.6 3.42 6.22 1.56 1471 -- --
1168.66 1.59 4.51 1.19 1.42 6.31 -- -- 3.87 7.1 2.113 1482 -- --
1278.45 1.67 4.71 0.417 -- 6.97 -- 8.93 3.46 -- 1.562 1471 -- --
1788.66 1.98 4.77 0.341 1.27 -- -3.51 -- 2.78 5.6 -- -- -- --
1818.38 2 4.76 0.322 1.25 -- -- -- 2.79 5.31 -- -- -- --
1271.07 1.66 4.53 1.21 -- 6.06 -- -- 3.89 -- 2.11 1471 -- --
1204.57 1.62 4.54 -- 1.42 6.06 -- -- 3.7 6.98 2.12 1482 -- --
1899.67 2.04 4.78 0.365 -- -- -- -- 2.82 -- -- -- -- --
1821.12 2 4.77 -- 1.25 -- -- -- 2.76 5.3 -- -- -- --
1308.22 1.68 4.58 -- -- 5.77 -- -- 3.7 -- 2.144 1474 -- --
1903.19 2.04 4.79 -- -- -- -- -- 2.78 -- -- -- -- --

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 1103.86 temperature 25 14400 > th dose dependent rect. 12 2
12 1108.79 temperature 25 14400 > th dose dependent rect. 23 16
18 1109.57 temperature 15 14400 > th dose dependent rect. 13 2
23 1109.85 humidity 80 43200 > th dose dependent rect. 10 4
47 1111.57 temperature 25 14400 > th dose dependent rect. 5 10
98 1115.17 temperature 25 14400 > th dose dependent sin 5 NA
116 1116.65 wind 3 43200 > th dose dependent rect. 5 1
184 1120.72 temperature 25 14400 > th dose independent rect. 23 14
211 1122.28 temperature 25 14400 > th dose dependent rect. 10 17
224 1122.68 temperature 30 14400 < th dose independent rect. 11 4
273 1123.46 temperature 25 14400 > th dose dependent no NA NA
388 1125.69 temperature 25 14400 < th dose independent rect. 24 13
398 1126.04 temperature 25 14400 > th dose independent sin 6 NA
424 1127.15 temperature 30 14400 < th dose independent rect. 13 1
425 1127.23 temperature 30 14400 > th dose independent rect. 11 4
501 1130.24 temperature 25 14400 < th dose independent rect. 3 6
525 1130.93 temperature 25 14400 < th dose independent sin 6 NA
567 1132.40 temperature 25 14400 > th dose independent rect. 5 4
620 1133.63 wind 1 43200 < th dose dependent rect. 1 4
681 1135.48 temperature 15 14400 > th dose dependent sin 23 NA
725 1136.62 temperature 30 14400 < th dose independent rect. 19 20
895 1139.95 temperature 25 14400 > th dose independent rect. 11 22
920 1140.25 temperature 25 14400 > th dose independent rect. 11 20