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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.

Os11g0616100

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

Description : Similar to Serine/threonine-protein kinase mos (EC 2.7.1.37) (Oocyte maturation factor mos) (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.94 (0.034) R2 : 0.161
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 4.25 (0.456) R2dE : 0.16 R2E : 0.16
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0148 (0.0717) R2dN8 : 9.98e-05 R2N8 : 0.000359
σ : 0.64
deviance : 188.54
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 80.91
memory length : 118
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 1.87
open length of G : 1.16

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
183.51 0.636 2.95 -0.263 0.225 8.07 -0.286 -16.7 -0.0308 15.8 79.71 88 1.93 1.03
189.09 0.64 2.92 -0.198 0.276 5.79 -0.353 -- 0.0553 14.9 80 114 1.75 1.2
183.7 0.631 2.95 -0.269 0.225 8 -- -16.4 -0.0325 15.9 79.76 87 1.91 1.03
185.13 0.634 2.93 -0.153 0.224 4.62 -- -- -0.0114 14.7 80.9 118 1.88 1.25
186.43 0.636 2.95 -0.278 -- 7.77 -- -16 -0.0392 -- 79.69 86 1.9 1.07
221.61 0.698 2.95 -0.252 0.136 -- -0.123 -- -0.0658 15.7 -- -- -- --
221.66 0.697 2.95 -0.254 0.136 -- -- -- -0.0665 15.9 -- -- -- --
187.3 0.637 2.94 -0.217 -- 4.23 -- -- -0.0389 -- 80.4 120 1.87 1.15
185.86 0.635 2.94 -- 0.228 4.47 -- -- -0.00979 15.9 80.79 126 1.87 1.25
222.68 0.697 2.95 -0.26 -- -- -- -- -0.0701 -- -- -- -- --
223.36 0.699 2.94 -- 0.141 -- -- -- -0.0381 15.8 -- -- -- --
188.54 0.64 2.94 -- -- 4.25 -- -- -0.0148 -- 80.91 118 1.87 1.16
224.46 0.699 2.94 -- -- -- -- -- -0.0413 -- -- -- -- --

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
1 184.63 humidity 80 90 < th dose dependent rect. 2 1
2 184.68 humidity 80 90 < th dose independent rect. 2 1
5 185.04 humidity 90 10 < th dose dependent rect. 3 1
8 186.15 humidity 90 10 < th dose independent rect. 2 2
63 202.83 atmosphere 1005 10 > th dose dependent rect. 3 1
80 204.45 temperature 20 270 < th dose independent rect. 24 4
91 205.06 temperature 20 30 < th dose dependent rect. 1 9
113 205.35 temperature 20 30 < th dose dependent rect. 1 5
120 205.52 temperature 20 270 < th dose dependent rect. 24 1
180 207.01 temperature 20 90 < th dose independent rect. 1 6
200 207.33 temperature 20 90 < th dose independent rect. 1 8
311 208.50 temperature 20 90 < th dose dependent rect. 1 19
368 208.97 wind 3 90 < th dose dependent rect. 19 1
414 209.40 temperature 20 90 < th dose independent rect. 1 18
431 209.57 wind 1 90 < th dose dependent rect. 8 8
563 210.38 humidity 80 1440 > th dose independent rect. 24 3
572 210.42 temperature 20 90 < th dose dependent sin 3 NA
595 210.55 wind 3 10 > th dose dependent rect. 3 1
630 210.68 wind 1 90 < th dose dependent rect. 8 15
694 210.91 humidity 80 30 > th dose dependent rect. 8 2
737 211.14 temperature 20 90 > th dose independent sin 5 NA
782 211.30 wind 1 90 < th dose dependent rect. 8 5
811 211.45 temperature 20 90 < th dose independent sin 5 NA
839 211.61 temperature 20 90 > th dose independent rect. 22 15
852 211.66 temperature 20 270 > th dose independent rect. 20 13
870 211.71 humidity 80 1440 > th dose independent rect. 3 1
916 211.88 wind 3 90 < th dose independent rect. 18 1
962 212.10 temperature 25 720 < th dose dependent rect. 19 1
1000 212.23 humidity 80 10 > th dose independent rect. 10 1