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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.

Os10g0561500

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 : 5.68 (0.0371) R2 : 0.452
β1 : -2.54 (0.142) R2dD : 0.447 R2D : 0.148
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.25 (0.169) R2dE : 0.271 R2E : -0.0489
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.722 (0.0841) R2dN8 : 0.138 R2N8 : -0.0823
σ : 0.681
deviance : 213.92
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 31.43
memory length : 996
response mode : < th
dose dependency : dose dependent
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 = temperature, response mode = < th, dose dependency = dose dependent, 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
202.1 0.668 5.67 -2.25 1.13 -2.26 0.181 -1.17 -0.729 2.49 28.4 266 -- --
203.71 0.665 5.69 -2.42 1.12 -2.22 -0.12 -- -0.762 2.49 28.75 271 -- --
202.06 0.662 5.68 -2.26 1.1 -2.25 -- -1.12 -0.738 2.46 28.01 275 -- --
203.58 0.665 5.7 -2.46 1.11 -2.22 -- -- -0.782 2.51 28.37 274 -- --
212.36 0.679 5.66 -2.26 -- -2.31 -- -1.4 -0.724 -- 28.43 978 -- --
271.7 0.773 5.6 -1.89 0.642 -- -0.104 -- -0.304 0.552 -- -- -- --
271.74 0.772 5.6 -1.89 0.642 -- -- -- -0.303 0.531 -- -- -- --
213.92 0.681 5.68 -2.54 -- -2.25 -- -- -0.722 -- 31.43 996 -- --
345.33 0.865 5.59 -- 0.799 -1.16 -- -- -0.31 1.82 28.41 291 -- --
297.64 0.806 5.59 -1.87 -- -- -- -- -0.292 -- -- -- -- --
365.7 0.895 5.55 -- 0.615 -- -- -- -0.0927 0.38 -- -- -- --
361.03 0.885 5.58 -- -- -1.25 -- -- -0.249 -- 36.13 921 -- --
389.46 0.921 5.54 -- -- -- -- -- -0.0852 -- -- -- -- --

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
1 200.16 temperature 10 270 > th dose dependent rect. 16 23
2 200.32 temperature 10 720 > th dose dependent rect. 17 21
5 200.78 temperature 30 270 < th dose dependent rect. 11 23
9 201.24 temperature 10 1440 > th dose dependent rect. 18 8
10 201.26 temperature 30 1440 < th dose dependent rect. 18 8
12 201.34 temperature 30 1440 < th dose dependent rect. 18 6
18 201.41 temperature 30 1440 < th dose dependent rect. 17 11
22 201.44 temperature 25 720 < th dose dependent rect. 4 20
54 201.81 temperature 30 1440 < th dose dependent rect. 17 16
83 202.02 temperature 30 1440 < th dose dependent rect. 20 1
98 202.11 temperature 10 1440 > th dose dependent rect. 20 1
111 202.20 temperature 30 1440 < th dose dependent rect. 18 1
127 202.29 temperature 30 720 < th dose dependent rect. 4 22
131 202.32 temperature 15 10 > th dose dependent rect. 3 23
134 202.34 temperature 10 1440 > th dose dependent sin 11 NA
142 202.40 temperature 30 1440 < th dose dependent sin 12 NA
205 202.67 temperature 30 270 < th dose dependent rect. 20 23
354 203.50 temperature 20 4320 > th dose independent rect. 20 4
399 203.70 temperature 30 270 < th dose dependent no NA NA
596 204.47 temperature 25 1440 < th dose dependent rect. 10 21
689 204.76 temperature 10 1440 > th dose dependent rect. 1 9
715 204.84 temperature 30 1440 < th dose dependent rect. 1 9
769 205.03 temperature 20 1440 > th dose independent rect. 20 10
780 205.06 temperature 25 1440 < th dose dependent no NA NA
799 205.10 temperature 25 1440 < th dose dependent rect. 1 23
829 205.22 temperature 20 4320 < th dose independent rect. 20 4
842 205.25 temperature 30 270 < th dose dependent rect. 15 23
852 205.28 temperature 25 1440 < th dose dependent rect. 23 23
872 205.34 temperature 20 1440 > th dose independent rect. 18 13
892 205.39 temperature 25 1440 < th dose dependent rect. 21 23
944 205.54 temperature 20 4320 > th dose independent rect. 18 6