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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.

Os09g0459600

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

Description : Similar to Calmodulin-binding protein phosphatase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.77 (0.0671) R2 : 0.177
β1 : -1.91 (0.234) R2dD : 0.306 R2D : -0.324
β2 : -- (--) R2dC : -- R2C : --
β3 : 9.8 (1.16) R2dE : 5.12 R2E : -5.41
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -23.5 (2.84) R2dD*E : 4.62 R2D*E : -4.12
γ1 : 0.487 (0.0894) R2dN8 : 0.0754 R2N8 : -0.286
σ : 0.764
deviance : 268.98
__
_____
C
peak time of C : --
E
wheather : humidity
threshold : 50.01
memory length : 4315
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 = humidity, 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
264.14 0.764 3.77 -1.91 0.237 9.78 -0.911 -23.5 0.477 6.13 50 4323 -- --
304.31 0.819 3.33 -0.45 0.274 0.226 -0.989 -- 0.317 4.8 50 4323 -- --
266.01 0.76 3.77 -1.92 0.237 9.79 -- -23.5 0.478 6.96 50 4332 -- --
287.95 0.79 3.3 -0.61 0.299 1.14 -- -- 0.478 5.66 58.5 1844 -- --
268.98 0.764 3.77 -1.91 -- 9.8 -- -23.5 0.487 -- 50.01 4315 -- --
304.47 0.818 3.33 -0.439 0.27 -- -1.01 -- 0.316 4.79 -- -- -- --
307.13 0.821 3.33 -0.435 0.264 -- -- -- 0.321 4.92 -- -- -- --
291.75 0.796 3.3 -0.631 -- 1.21 -- -- 0.472 -- 57.51 1831 -- --
298.29 0.804 3.28 -- 0.273 0.878 -- -- 0.519 5.8 60 1844 -- --
310.8 0.824 3.33 -0.425 -- -- -- -- 0.328 -- -- -- -- --
312.11 0.826 3.32 -- 0.256 -- -- -- 0.369 4.97 -- -- -- --
302.02 0.809 3.29 -- -- 0.912 -- -- 0.519 -- 59 1824 -- --
315.57 0.829 3.32 -- -- -- -- -- 0.375 -- -- -- -- --

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
1 262.11 humidity 50 4320 < th dose dependent rect. 14 3
22 262.92 humidity 50 4320 < th dose dependent sin 14 NA
26 263.12 humidity 50 4320 < th dose independent rect. 17 23
69 263.72 humidity 50 4320 < th dose independent sin 1 NA
90 263.88 humidity 50 4320 < th dose independent rect. 12 23
93 263.90 humidity 50 4320 < th dose independent rect. 12 6
112 264.06 humidity 50 4320 < th dose independent rect. 13 3
131 264.14 humidity 50 4320 < th dose dependent no NA NA
308 264.52 humidity 50 4320 < th dose independent no NA NA
683 266.33 humidity 50 4320 > th dose independent rect. 17 14
822 266.36 humidity 50 4320 > th dose independent rect. 17 16
858 266.49 humidity 50 4320 > th dose independent rect. 17 11
882 266.51 humidity 50 4320 > th dose independent rect. 17 5
886 266.69 humidity 50 4320 > th dose independent rect. 17 1
894 266.84 humidity 50 4320 > th dose independent rect. 17 8
994 267.15 humidity 50 1440 < th dose independent rect. 17 21