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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.

Os04g0162500

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

Description : Zinc finger, C2H2-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.84 (0.028) R2 : 0.674
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.94 (0.0733) R2dC : 0.513 R2C : 0.359
β3 : 2.48 (0.123) R2dE : 0.316 R2E : 0.112
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.496 (0.0607) R2dN8 : 0.0654 R2N8 : -0.0266
σ : 0.522
deviance : 125.54
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_____
C
peak time of C : 4.9
E
wheather : temperature
threshold : 15.46
memory length : 757
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
123.52 0.522 5.83 -0.141 1.98 2.64 0.271 0.665 -0.495 4.94 14.8 737 -- --
123.86 0.518 5.84 -0.263 1.93 2.62 0.199 -- -0.526 4.93 14.99 756 -- --
123.61 0.518 5.83 -0.145 1.92 2.61 -- 0.653 -0.495 4.94 14.8 770 -- --
123.94 0.518 5.84 -0.26 1.92 2.6 -- -- -0.525 4.94 15.13 770 -- --
243.83 0.727 5.86 -0.163 -- 2.79 -- 0.964 -0.51 -- 8.569 1178 -- --
214.33 0.686 5.77 0.416 1.72 -- -0.0208 -- -0.116 3.77 -- -- -- --
214.34 0.686 5.77 0.416 1.72 -- -- -- -0.116 3.77 -- -- -- --
244.48 0.728 5.89 -0.346 -- 2.66 -- -- -0.569 -- 15.84 1178 -- --
125.54 0.522 5.84 -- 1.94 2.48 -- -- -0.496 4.9 15.46 757 -- --
377.11 0.907 5.77 0.487 -- -- -- -- -0.0702 -- -- -- -- --
218.89 0.692 5.78 -- 1.73 -- -- -- -0.162 3.77 -- -- -- --
247.21 0.732 5.87 -- -- 2.44 -- -- -0.508 -- 16.4 1178 -- --
383.37 0.914 5.78 -- -- -- -- -- -0.124 -- -- -- -- --

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
1 117.33 temperature 10 720 > th dose dependent rect. 21 16
4 118.31 temperature 15 720 > th dose dependent rect. 17 20
5 118.37 temperature 10 720 > th dose dependent rect. 23 16
6 118.50 temperature 10 720 > th dose dependent rect. 17 22
9 118.98 temperature 15 720 > th dose dependent rect. 21 18
10 118.99 temperature 20 720 > th dose dependent sin 7 NA
17 119.48 temperature 15 720 > th dose dependent rect. 23 20
36 120.20 temperature 10 720 > th dose dependent sin 6 NA
38 120.30 temperature 15 720 > th dose dependent rect. 21 22
96 121.77 temperature 30 720 < th dose dependent rect. 19 18
173 123.59 temperature 15 720 > th dose dependent no NA NA
181 123.64 temperature 15 720 > th dose dependent rect. 12 23
223 124.16 temperature 30 720 < th dose dependent sin 7 NA
235 124.37 temperature 10 720 > th dose dependent rect. 10 23
255 124.71 temperature 10 720 > th dose dependent rect. 7 23
288 125.10 temperature 20 1440 > th dose dependent rect. 3 5
313 125.28 temperature 15 720 > th dose dependent rect. 3 23
491 126.18 temperature 30 1440 < th dose dependent rect. 3 6
503 126.22 temperature 10 1440 > th dose dependent rect. 3 6
509 126.24 temperature 20 1440 > th dose dependent sin 13 NA
742 126.73 temperature 20 1440 > th dose dependent rect. 18 1
747 126.74 temperature 30 1440 < th dose dependent rect. 18 1
885 127.01 temperature 20 1440 > th dose dependent rect. 17 4