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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.

Os01g0357200

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

Description : Sterol-binding domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.87 (0.0362) R2 : 0.553
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.7 (0.139) R2dE : 0.397 R2E : 0.463
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.638 (0.0782) R2dN8 : 0.0903 R2N8 : 0.156
σ : 0.674
deviance : 209.47
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_____
C
peak time of C : --
E
wheather : temperature
threshold : -6.105
memory length : 4355
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
194.27 0.655 4.84 0.734 0.121 -3.04 1.32 0.227 -0.503 21.7 10.07 4428 -- --
194.32 0.649 4.85 0.688 0.122 -3.04 1.32 -- -0.52 21.7 10.2 4426 -- --
199.94 0.659 4.84 0.74 0.271 -3.1 -- 0.283 -0.482 19.6 7.516 4973 -- --
200.02 0.659 4.85 0.678 0.263 -3.11 -- -- -0.497 19.5 9.044 4957 -- --
201.7 0.661 4.83 0.722 -- -3.05 -- 0.304 -0.494 -- 2.026 4427 -- --
360.96 0.891 4.98 -0.739 0.0933 -- 1.23 -- -1.12 21.4 -- -- -- --
364.77 0.894 4.98 -0.776 0.202 -- -- -- -1.11 17.5 -- -- -- --
201.7 0.661 4.85 0.627 -- -3.03 -- -- -0.522 -- -3.058 4427 -- --
208.45 0.672 4.88 -- 0.137 -2.69 -- -- -0.636 20.2 10.11 4337 -- --
366.89 0.895 4.98 -0.783 -- -- -- -- -1.12 -- -- -- -- --
380.65 0.913 4.97 -- 0.215 -- -- -- -1.03 17.3 -- -- -- --
209.47 0.674 4.87 -- -- -2.7 -- -- -0.638 -- -6.105 4355 -- --
383.06 0.914 4.96 -- -- -- -- -- -1.03 -- -- -- -- --

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
1 193.53 temperature 10 4320 > th dose dependent rect. 24 17
47 194.23 temperature 10 4320 > th dose dependent rect. 12 22
55 194.30 temperature 10 4320 > th dose dependent rect. 5 23
57 194.31 temperature 10 4320 > th dose dependent sin 4 NA
63 194.33 temperature 10 4320 > th dose dependent no NA NA
84 194.43 temperature 10 4320 > th dose dependent rect. 2 23
138 194.69 temperature 10 4320 > th dose dependent rect. 11 17
373 195.76 temperature 10 4320 > th dose dependent sin 18 NA
390 195.81 temperature 30 4320 < th dose dependent rect. 13 21
425 195.99 temperature 30 4320 < th dose dependent rect. 23 22
478 196.18 temperature 30 4320 < th dose dependent rect. 5 23
488 196.22 temperature 30 4320 < th dose dependent no NA NA
502 196.25 temperature 30 4320 < th dose dependent rect. 24 11
510 196.26 temperature 30 4320 < th dose dependent rect. 18 23
526 196.31 temperature 30 4320 < th dose dependent rect. 3 23
558 196.40 temperature 30 4320 < th dose dependent sin 6 NA
587 196.50 temperature 30 4320 < th dose dependent rect. 3 7
607 196.55 temperature 30 4320 < th dose dependent rect. 23 15
729 196.88 temperature 30 4320 < th dose dependent rect. 5 4
735 196.90 temperature 10 4320 > th dose dependent rect. 6 2
815 197.14 temperature 30 4320 < th dose dependent rect. 12 16
849 197.24 temperature 30 4320 < th dose dependent rect. 6 2
959 197.57 temperature 30 4320 < th dose dependent sin 16 NA