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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.

Os02g0552700

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

Description : Zinc finger, CCHC-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.35 (0.0878) R2 : 0.468
β1 : 1.28 (0.331) R2dD : 0.0192 R2D : -0.151
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.64 (0.322) R2dE : 0.0314 R2E : -0.165
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.43 (1.38) R2dD*E : 0.0128 R2D*E : -0.108
γ1 : 3.7 (0.193) R2dN8 : 0.618 R2N8 : 0.398
σ : 1.63
deviance : 1221.57
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 14.73
memory length : 1479
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 4.37
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 dependent, type of G = sin)

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
1212.27 1.64 5.35 1.31 0.202 1.65 -1.69 4.06 3.68 7.39 15.53 1483 4.55 --
1227.9 1.63 5.36 1.64 0.253 1.66 -2.05 -- 3.69 9.28 26.78 1472 4.87 --
1219.12 1.63 5.35 1.24 0.23 1.68 -- 4.29 3.68 9.01 14.72 1480 4.67 --
1243.09 1.64 5.36 1.57 0.259 1.68 -- -- 3.71 9.4 26.53 1473 4.95 --
1221.57 1.63 5.35 1.28 -- 1.64 -- 4.43 3.7 -- 14.73 1479 4.37 --
1306 1.69 5.39 1.53 0.00362 -- -1.9 -- 3.55 8.93 -- -- -- --
1311.78 1.7 5.39 1.45 0.342 -- -- -- 3.54 3.41 -- -- -- --
1245.27 1.64 5.35 1.61 -- 1.59 -- -- 3.71 -- 26.68 1467 4.4 --
1294.65 1.68 5.35 -- 0.447 1.94 -- -- 3.63 9.13 10 1479 5.91 --
1318.37 1.7 5.39 1.47 -- -- -- -- 3.55 -- -- -- -- --
1367.32 1.73 5.42 -- 0.371 -- -- -- 3.38 3.4 -- -- -- --
1298.57 1.68 5.35 -- -- 1.86 -- -- 3.65 -- 10 2920 5.93 --
1375.07 1.73 5.42 -- -- -- -- -- 3.38 -- -- -- -- --

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 1210.85 radiation 1 1440 > th dose dependent rect. 4 2
12 1212.28 radiation 40 1440 < th dose dependent rect. 23 7
13 1212.42 radiation 40 1440 < th dose dependent rect. 20 10
20 1213.74 radiation 40 1440 < th dose dependent rect. 2 5
22 1213.79 radiation 30 1440 < th dose independent rect. 23 9
77 1215.81 radiation 30 1440 < th dose independent rect. 19 13
101 1216.41 radiation 1 1440 > th dose dependent rect. 17 15
128 1217.04 radiation 20 4320 > th dose dependent rect. 16 16
164 1218.39 radiation 30 1440 < th dose independent rect. 2 6
171 1218.77 radiation 1 1440 > th dose dependent rect. 16 17
172 1218.78 radiation 20 4320 > th dose dependent rect. 6 2
187 1218.88 radiation 30 1440 < th dose dependent rect. 16 17
226 1220.25 radiation 10 1440 > th dose independent rect. 16 17
247 1220.65 radiation 30 1440 > th dose independent rect. 16 16
255 1220.79 radiation 10 1440 < th dose independent rect. 16 17
272 1222.23 radiation 30 1440 < th dose independent rect. 6 2
276 1222.50 radiation 20 4320 > th dose independent rect. 6 2
299 1222.75 radiation 20 1440 < th dose dependent sin 10 NA
418 1225.99 radiation 1 1440 > th dose dependent sin 11 NA
507 1227.55 radiation 10 1440 > th dose independent sin 11 NA
529 1227.90 radiation 10 1440 < th dose independent sin 11 NA