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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.

Os04g0365100

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

Description : Similar to Wall-associated kinase 4.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.12 (0.0588) R2 : 0.558
β1 : -2.08 (0.264) R2dD : 0.126 R2D : -0.146
β2 : 1.27 (0.129) R2dC : 0.0944 R2C : 0.112
β3 : 2.22 (0.185) R2dE : 0.222 R2E : 0.314
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -4.87 (0.642) R2dD*E : 0.135 R2D*E : 0.176
γ1 : 0.348 (0.128) R2dN8 : 0.0133 R2N8 : 0.0664
σ : 0.95
deviance : 416.19
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_____
C
peak time of C : 3.88
E
wheather : temperature
threshold : 20
memory length : 2676
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 4.5
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 = sin)

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
415.29 0.957 5.12 -2.13 1.32 2.25 0.757 -5 0.331 3.95 20.01 2685 3.56 --
458.42 0.997 4.89 -1.13 1.09 3 0.393 -- 0.669 4.36 19.17 3002 3.49 --
416.19 0.95 5.12 -2.08 1.27 2.22 -- -4.87 0.348 3.88 20 2676 4.5 --
454.49 0.993 4.91 -1.26 1.17 3.19 -- -- 0.648 4.89 19.38 3008 6.79 --
439.51 0.976 5.12 -1.85 -- 2.62 -- -5.44 0.319 -- 20.5 1995 5.13 --
667.66 1.21 4.73 0.589 1.36 -- -0.014 -- 1.46 4.25 -- -- -- --
667.66 1.21 4.73 0.589 1.36 -- -- -- 1.46 4.25 -- -- -- --
458.81 0.998 4.92 -1.12 -- 3.51 -- -- 0.701 -- 19.47 2170 7.35 --
474.99 1.02 4.94 -- 0.941 2.78 -- -- 0.79 1.89 19.54 2290 4.9 --
767.64 1.29 4.74 0.643 -- -- -- -- 1.49 -- -- -- -- --
676.8 1.22 4.74 -- 1.37 -- -- -- 1.39 4.24 -- -- -- --
479.43 1.02 4.87 -- -- 3.25 -- -- 0.894 -- 19.41 2145 7.05 --
778.56 1.3 4.75 -- -- -- -- -- 1.42 -- -- -- -- --

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
1 412.52 temperature 20 4320 > th dose independent rect. 21 2
3 414.17 temperature 20 1440 > th dose independent rect. 3 4
4 414.29 temperature 20 1440 < th dose independent rect. 3 4
8 415.92 temperature 20 1440 > th dose independent rect. 5 1
9 415.92 temperature 20 4320 < th dose independent rect. 22 1
23 419.36 temperature 20 1440 < th dose independent rect. 5 1
68 425.56 humidity 90 14400 > th dose dependent rect. 5 1
174 436.86 temperature 20 1440 > th dose independent sin 9 NA
189 437.67 humidity 90 14400 > th dose dependent rect. 4 3
199 438.26 temperature 20 1440 < th dose independent sin 9 NA
202 438.43 temperature 25 1440 < th dose dependent rect. 2 3
214 439.20 temperature 15 1440 > th dose dependent rect. 2 3
223 439.40 temperature 20 4320 > th dose independent sin 13 NA
297 442.03 temperature 20 4320 < th dose independent sin 12 NA
348 443.62 temperature 25 4320 < th dose independent rect. 11 1
411 445.53 temperature 25 4320 > th dose independent rect. 11 1
434 446.17 humidity 90 14400 > th dose dependent rect. 23 16
475 447.13 temperature 20 4320 > th dose dependent rect. 9 1
476 447.24 radiation 1 43200 < th dose dependent rect. 23 6
493 447.64 radiation 1 43200 < th dose dependent rect. 19 10
550 448.93 temperature 20 1440 > th dose dependent rect. 5 4
604 449.76 radiation 1 43200 < th dose independent rect. 18 11
664 450.67 temperature 20 1440 > th dose dependent rect. 21 13
710 451.66 radiation 1 14400 > th dose independent rect. 18 11
743 452.20 radiation 1 14400 > th dose independent rect. 18 1
799 452.92 humidity 90 14400 > th dose dependent sin 6 NA
860 453.82 humidity 90 14400 > th dose dependent rect. 23 2
896 454.38 temperature 25 1440 < th dose dependent sin 10 NA
984 455.87 radiation 1 43200 < th dose independent rect. 18 7
987 455.88 radiation 1 43200 < th dose independent rect. 18 2