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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.

Os07g0550900

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

Description : Similar to Receptor-like protein kinase 6.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.45 (0.0487) R2 : 0.578
β1 : 0.983 (0.184) R2dD : 0.0295 R2D : -0.0105
β2 : 2.61 (0.117) R2dC : 0.477 R2C : 0.376
β3 : -2.13 (0.148) R2dE : 0.216 R2E : 0.0625
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.317 (0.105) R2dN8 : 0.0117 R2N8 : -0.0079
σ : 0.907
deviance : 379.06
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_____
C
peak time of C : 0.548
E
wheather : temperature
threshold : 24.72
memory length : 1340
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
377.27 0.913 4.38 1.56 2.61 -2.32 0.082 2.14 0.442 0.533 24.95 1341 -- --
379.37 0.907 4.44 1.03 2.62 -2.13 0.429 -- 0.343 0.504 24.68 1337 -- --
377.28 0.905 4.38 1.59 2.61 -2.34 -- 2.25 0.463 0.542 24.85 1338 -- --
379.06 0.907 4.45 0.983 2.61 -2.13 -- -- 0.317 0.548 24.72 1340 -- --
570.48 1.12 4.29 1.49 -- -3.78 -- 3.5 0.723 -- 22.93 1607 -- --
550.35 1.1 4.51 0.266 2.34 -- -0.139 -- 0.0339 0.359 -- -- -- --
550.43 1.1 4.51 0.271 2.34 -- -- -- 0.0347 0.351 -- -- -- --
571.19 1.12 4.34 1.01 -- -3.6 -- -- 0.604 -- 22.39 1620 -- --
402.46 0.934 4.47 -- 2.58 -1.91 -- -- 0.184 0.524 25 1321 -- --
894.51 1.4 4.46 0.35 -- -- -- -- 0.072 -- -- -- -- --
552.37 1.1 4.52 -- 2.34 -- -- -- 0.0045 0.357 -- -- -- --
596.95 1.14 4.37 -- -- -3.42 -- -- 0.469 -- 22.39 1620 -- --
897.74 1.4 4.47 -- -- -- -- -- 0.0332 -- -- -- -- --

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
1 366.13 temperature 25 1440 > th dose dependent rect. 15 1
2 366.97 temperature 25 1440 > th dose dependent rect. 13 4
144 375.64 temperature 25 1440 > th dose dependent rect. 11 14
152 375.80 temperature 25 1440 > th dose dependent sin 20 NA
218 377.19 temperature 25 1440 > th dose dependent rect. 24 18
419 380.29 temperature 25 1440 > th dose dependent no NA NA