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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.

Os02g0210700

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.04 (0.0204) R2 : 0.00233
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0442 (0.0429) R2dN8 : 0.00301 R2N8 : 0.00233
σ : 0.383
deviance : 67.47
__
_____
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
61.94 0.37 3.03 0.0561 0.153 0.197 -0.15 1.27 0.0466 6.43 40.1 44 -- --
65.03 0.376 3.03 0.0914 0.162 0.189 -0.12 -- 0.0517 6.01 40.55 38 -- --
61.97 0.367 3.03 0.0544 0.153 0.203 -- 1.26 0.0471 6.25 40.46 43 -- --
65.06 0.376 3.03 0.0872 0.158 0.188 -- -- 0.0537 6.26 40.49 38 -- --
63.18 0.37 3.04 0.058 -- 0.204 -- 1.28 0.0502 -- 40.41 43 -- --
65.75 0.38 3.03 0.0859 0.165 -- 0.0991 -- 0.052 7.72 -- -- -- --
65.77 0.38 3.03 0.088 0.167 -- -- -- 0.0516 7.47 -- -- -- --
66.35 0.379 3.03 0.0916 -- 0.191 -- -- 0.057 -- 40.5 38 -- --
65.26 0.376 3.03 -- 0.159 0.189 -- -- 0.044 6.23 40.42 38 -- --
67.25 0.383 3.04 0.0905 -- -- -- -- 0.0543 -- -- -- -- --
65.98 0.38 3.03 -- 0.167 -- -- -- 0.0418 7.43 -- -- -- --
66.57 0.38 3.04 -- -- 0.191 -- -- 0.0469 -- 40.51 38 -- --
67.47 0.383 3.04 -- -- -- -- -- 0.0442 -- -- -- -- --

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 50.95 wind 1 90 < th dose dependent rect. 8 2
3 51.37 wind 1 90 < th dose independent rect. 8 2
4 52.62 atmosphere 1010 90 > th dose independent rect. 8 1
5 52.62 atmosphere 1010 10 > th dose independent rect. 9 1
76 56.47 radiation 30 90 > th dose independent rect. 8 1
112 57.05 radiation 10 10 > th dose independent rect. 6 1
138 57.05 radiation 10 10 > th dose dependent rect. 6 1
164 57.19 radiation 40 30 > th dose independent sin 11 NA
166 57.26 radiation 40 30 > th dose independent rect. 14 20
228 57.69 radiation 20 90 > th dose dependent rect. 8 1
311 58.42 wind 1 270 < th dose independent rect. 6 1
376 58.57 wind 1 270 < th dose dependent rect. 6 1
395 58.66 wind 1 720 < th dose dependent rect. 4 1
400 58.76 radiation 40 30 < th dose independent sin 11 NA
441 58.95 atmosphere 1005 10 > th dose dependent rect. 9 1
463 59.01 radiation 30 10 > th dose dependent rect. 10 1
505 59.14 radiation 20 90 > th dose dependent sin 11 NA
523 59.48 temperature 25 10 > th dose independent rect. 8 3
575 59.60 wind 3 30 < th dose dependent rect. 6 1
616 59.82 atmosphere 1005 30 > th dose dependent rect. 6 1
743 60.02 humidity 80 30 < th dose independent rect. 9 1
814 60.22 humidity 80 30 > th dose dependent rect. 6 1
873 60.41 temperature 25 90 < th dose independent rect. 8 1
952 60.60 temperature 30 30 < th dose dependent rect. 6 1
956 60.62 wind 1 720 < th dose dependent rect. 4 3