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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.

Os11g0437800

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

Description : 2OG-Fe(II) oxygenase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.74 (0.0332) R2 : 0.000197
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.021 (0.0699) R2dN8 : 0.000254 R2N8 : 0.000197
σ : 0.625
deviance : 179.53
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
173.42 0.619 2.75 0.0223 0.13 -0.283 0.671 -1.11 0.0101 2.74 10.3 1377 -- --
175.27 0.617 2.73 0.159 0.101 -0.267 0.619 -- 0.0579 2.69 11.21 1462 -- --
174.83 0.616 2.74 0.0175 0.115 -0.275 -- -0.977 0.0204 2.74 10.31 1455 -- --
176.33 0.618 2.73 0.155 0.104 -0.267 -- -- 0.0553 2.77 11.21 1463 -- --
174.48 0.615 2.75 0.0483 -- -0.312 -- -0.989 0.0151 -- 10.05 1702 -- --
177.92 0.625 2.74 0.0926 0.1 -- 0.518 -- -0.0109 3.69 -- -- -- --
178.63 0.626 2.74 0.0847 0.114 -- -- -- -0.014 5.08 -- -- -- --
176.25 0.618 2.72 0.166 -- -0.338 -- -- 0.0635 -- 10.06 1724 -- --
176.14 0.618 2.74 -- 0.103 -0.328 -- -- 0.0445 2.55 7.04 1356 -- --
179.32 0.626 2.74 0.0888 -- -- -- -- -0.0111 -- -- -- -- --
178.82 0.626 2.74 -- 0.116 -- -- -- -0.0235 5.05 -- -- -- --
176.5 0.619 2.73 -- -- -0.35 -- -- 0.0253 -- 7.53 1762 -- --
179.53 0.625 2.74 -- -- -- -- -- -0.021 -- -- -- -- --

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
1 161.47 atmosphere 1000.0 10 < th dose independent rect. 1 1
8 161.47 atmosphere 1000.0 10 < th dose dependent rect. 1 1
17 162.34 humidity 80.0 10 > th dose independent rect. 7 1
20 163.38 wind 1.0 90 < th dose independent rect. 6 1
29 165.52 radiation 20.0 10 < th dose dependent rect. 7 1
38 167.52 wind 9.0 10 > th dose independent rect. 15 1
46 167.52 wind 9.0 10 > th dose dependent rect. 15 1
80 168.36 humidity 70.0 10 > th dose dependent rect. 7 1
84 168.48 radiation 20.0 10 < th dose independent rect. 7 1
91 168.64 precipitation 0.1 10 > th dose independent rect. 7 13
96 168.64 precipitation 0.1 10 > th dose dependent rect. 7 13
102 168.67 precipitation 0.1 90 > th dose independent rect. 7 1
108 168.67 precipitation 0.1 90 > th dose dependent rect. 7 1
116 168.74 humidity 80.0 90 > th dose dependent rect. 7 1
117 168.76 wind 1.0 90 < th dose dependent rect. 6 1
124 168.87 radiation 1.0 270 < th dose dependent rect. 5 12
128 168.90 wind 9.0 30 > th dose dependent rect. 15 11
221 169.47 precipitation 0.1 10 > th dose independent rect. 19 1
231 169.47 precipitation 0.1 10 > th dose dependent rect. 19 1
242 169.51 radiation 1.0 30 < th dose independent rect. 6 2
247 169.52 radiation 1.0 270 < th dose independent rect. 5 12
253 169.67 humidity 90.0 90 > th dose independent rect. 5 15
263 169.84 humidity 90.0 90 > th dose dependent rect. 5 3
276 170.03 radiation 1.0 270 < th dose dependent rect. 5 5
282 170.08 temperature 25.0 30 > th dose dependent rect. 7 1
336 170.27 humidity 90.0 90 > th dose independent rect. 5 7
345 170.30 humidity 90.0 90 > th dose dependent rect. 5 9
351 170.31 humidity 90.0 90 > th dose dependent rect. 5 7
357 170.35 wind 9.0 30 > th dose dependent sin 15 NA
393 170.46 wind 5.0 270 > th dose dependent rect. 2 5
414 170.50 temperature 25.0 10 > th dose dependent rect. 13 1
418 170.55 humidity 90.0 30 > th dose independent rect. 5 22
437 170.64 wind 7.0 30 > th dose dependent rect. 19 1
440 170.66 humidity 90.0 90 > th dose dependent rect. 5 14
443 170.67 wind 9.0 30 > th dose independent rect. 15 11
566 170.89 temperature 25.0 90 < th dose dependent rect. 5 5
624 171.01 wind 5.0 270 > th dose dependent rect. 2 1
630 171.03 wind 5.0 270 > th dose independent rect. 2 5
646 171.12 atmosphere 1000.0 30 > th dose dependent rect. 7 1
651 171.15 wind 5.0 270 > th dose independent rect. 2 1
660 171.17 precipitation 0.1 10 > th dose independent rect. 5 3
677 171.17 precipitation 0.1 10 > th dose dependent rect. 5 3
794 171.66 atmosphere 1000.0 30 > th dose independent rect. 7 1
809 171.67 temperature 10.0 30 > th dose dependent rect. 3 9
865 171.85 precipitation 0.1 10 > th dose independent rect. 7 1
902 171.85 precipitation 0.1 10 > th dose dependent rect. 7 1
952 171.94 wind 1.0 10 < th dose independent rect. 8 1
955 171.94 wind 1.0 10 < th dose dependent rect. 8 1
958 171.95 radiation 20.0 90 < th dose independent rect. 5 4