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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.

Os11g0225000

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.93 (0.0574) R2 : 0.384
β1 : -2.68 (0.241) R2dD : 0.238 R2D : -0.0638
β2 : 0.696 (0.144) R2dC : 0.0317 R2C : 0.0452
β3 : 3.68 (0.256) R2dE : 0.419 R2E : 0.125
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.321 (0.131) R2dN8 : 0.013 R2N8 : -0.0452
σ : 1.05
deviance : 507.57
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_____
C
peak time of C : 4.34
E
wheather : temperature
threshold : 19.13
memory length : 2577
response mode : > th
dose dependency : dose independent
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 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
498.75 1.05 5.02 -2.93 0.819 2.87 -0.907 -3.09 -0.395 4.68 19.69 2160 -- --
509.23 1.05 4.92 -2.59 0.798 3.43 -1.12 -- -0.3 4.78 19.2 2408 -- --
494.75 1.04 5.03 -3.08 0.693 2.88 -- -3.17 -0.398 4.35 19.5 2559 -- --
507.57 1.05 4.93 -2.68 0.696 3.68 -- -- -0.321 4.34 19.13 2577 -- --
521.69 1.06 5.04 -3.11 -- 3.05 -- -3.02 -0.43 -- 19.44 2559 -- --
733.82 1.27 4.76 -0.891 0.883 -- -1.1 -- 0.437 3.91 -- -- -- --
737.29 1.27 4.76 -0.876 0.875 -- -- -- 0.443 3.77 -- -- -- --
533.45 1.08 4.94 -2.7 -- 3.79 -- -- -0.324 -- 19.2 2577 -- --
650 1.19 4.8 -- 0.919 2.43 -- -- 0.301 4.38 18.6 2077 -- --
779.52 1.3 4.76 -0.84 -- -- -- -- 0.467 -- -- -- -- --
757.53 1.29 4.74 -- 0.858 -- -- -- 0.541 3.78 -- -- -- --
672.4 1.21 4.83 -- -- 2.27 -- -- 0.185 -- 19.4 2292 -- --
798.13 1.32 4.74 -- -- -- -- -- 0.56 -- -- -- -- --

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
1 492.67 temperature 20 1440 < th dose independent rect. 22 12
2 492.68 temperature 20 1440 > th dose independent rect. 22 12
4 492.85 temperature 20 1440 < th dose independent rect. 21 10
7 493.22 temperature 20 4320 > th dose independent rect. 18 5
11 493.66 temperature 20 1440 > th dose independent rect. 21 10
12 493.70 temperature 20 1440 > th dose independent sin 8 NA
17 494.03 temperature 20 1440 < th dose independent sin 9 NA
40 495.20 temperature 20 1440 > th dose independent rect. 19 12
49 495.46 temperature 20 1440 > th dose independent rect. 5 2
72 496.56 temperature 20 1440 < th dose independent rect. 1 6
76 496.75 temperature 20 1440 < th dose independent rect. 5 1
78 496.90 temperature 20 4320 < th dose independent rect. 18 5
89 497.45 temperature 20 1440 < th dose independent rect. 23 1
107 497.93 temperature 20 1440 > th dose independent rect. 1 6
125 498.67 temperature 20 1440 < th dose independent rect. 22 3
169 500.16 temperature 20 1440 > th dose independent rect. 23 1
177 500.44 temperature 20 1440 > th dose independent rect. 22 3
223 502.18 temperature 20 4320 < th dose independent rect. 18 1
540 514.21 temperature 20 1440 > th dose independent rect. 3 1
550 514.68 temperature 20 1440 < th dose independent rect. 3 1
561 515.31 temperature 20 1440 > th dose independent no NA NA
580 516.43 temperature 20 1440 < th dose independent no NA NA
629 519.35 temperature 20 1440 > th dose independent rect. 1 23
640 519.73 temperature 20 1440 > th dose independent rect. 5 23
651 520.65 temperature 20 1440 < th dose independent rect. 1 23
658 521.05 temperature 20 1440 < th dose independent rect. 5 23
688 523.15 temperature 25 1440 < th dose dependent rect. 21 8
703 523.55 temperature 25 1440 < th dose dependent rect. 3 1
712 523.86 temperature 25 1440 < th dose dependent rect. 1 4
737 524.72 temperature 25 1440 < th dose dependent rect. 20 15
740 524.81 temperature 10 1440 > th dose dependent rect. 2 2
784 525.67 temperature 25 1440 < th dose dependent sin 10 NA