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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.

Os12g0605500

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

Description : Tesmin/TSO1-like, CXC domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.13 (0.0322) R2 : 0.63
β1 : -1.37 (0.12) R2dD : 0.12 R2D : 0.0469
β2 : 0.969 (0.0769) R2dC : 0.129 R2C : 0.155
β3 : 1.78 (0.0977) R2dE : 0.346 R2E : 0.35
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.279 (0.0743) R2dN8 : 0.0182 R2N8 : 0.087
σ : 0.587
deviance : 158.68
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_____
C
peak time of C : 2.37
E
wheather : temperature
threshold : 22.19
memory length : 1398
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
150.58 0.577 5.03 -0.855 1.02 2.11 0.766 2.5 0.466 2.25 21.4 1481 -- --
157.44 0.584 5.12 -1.35 1.02 1.77 1.01 -- 0.266 2.08 22.2 1403 -- --
152.5 0.575 5.03 -0.848 1 2.1 -- 2.57 0.47 2.39 21.4 1432 -- --
158.68 0.587 5.13 -1.37 0.969 1.78 -- -- 0.279 2.37 22.19 1398 -- --
204.16 0.665 5.03 -0.92 -- 2.17 -- 2.45 0.406 -- 21.8 2399 -- --
272.18 0.773 4.99 -0.706 1.06 -- 0.655 -- 0.872 2.31 -- -- -- --
273.7 0.775 4.99 -0.725 1.07 -- -- -- 0.868 2.42 -- -- -- --
204.45 0.666 5.14 -1.31 -- 1.85 -- -- 0.239 -- 22.2 1152 -- --
201.29 0.661 5.07 -- 0.901 1.49 -- -- 0.542 2.36 22.4 1237 -- --
340.81 0.863 4.98 -0.68 -- -- -- -- 0.894 -- -- -- -- --
287.54 0.793 4.97 -- 1.05 -- -- -- 0.949 2.41 -- -- -- --
244.26 0.728 5.07 -- -- 1.51 -- -- 0.501 -- 22.31 1052 -- --
352.99 0.877 4.97 -- -- -- -- -- 0.97 -- -- -- -- --

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
1 152.88 temperature 20 1440 > th dose dependent rect. 23 4
2 153.02 temperature 20 1440 > th dose dependent rect. 1 1
4 153.12 temperature 25 1440 < th dose dependent rect. 15 14
7 153.15 temperature 25 1440 < th dose dependent rect. 16 11
27 153.74 temperature 25 1440 < th dose dependent sin 15 NA
35 153.88 temperature 25 1440 < th dose dependent rect. 10 19
132 156.19 temperature 10 1440 > th dose dependent rect. 21 8
143 156.41 temperature 25 720 < th dose dependent rect. 6 20
145 156.43 temperature 25 1440 < th dose dependent rect. 15 21
149 156.47 temperature 10 1440 > th dose dependent rect. 21 6
167 156.56 temperature 10 1440 > th dose dependent rect. 23 3
227 157.00 temperature 25 1440 < th dose dependent no NA NA
241 157.09 temperature 25 1440 < th dose dependent rect. 20 23
262 157.26 temperature 25 1440 < th dose dependent rect. 4 23
277 157.34 temperature 25 1440 < th dose dependent rect. 24 23
298 157.59 temperature 30 1440 < th dose dependent rect. 1 1
583 160.10 temperature 10 1440 > th dose dependent sin 11 NA
644 160.67 temperature 20 4320 > th dose independent rect. 21 2
860 162.86 temperature 20 4320 > th dose independent rect. 20 4
939 163.81 temperature 20 4320 < th dose independent rect. 21 2
993 164.50 temperature 20 4320 < th dose independent rect. 20 4