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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.

Os04g0667300

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

Description : Similar to Fe2+ dioxygenase-like.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4 (0.0338) R2 : 0.357
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.06 (0.0874) R2dC : 0.209 R2C : 0.192
β3 : 1.71 (0.162) R2dE : 0.171 R2E : 0.147
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0673 (0.0736) R2dN8 : 0.00167 R2N8 : -0.00935
σ : 0.627
deviance : 181.16
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_____
C
peak time of C : 18.6
E
wheather : temperature
threshold : 23.1
memory length : 948
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
178.61 0.628 3.98 0.0283 1.07 1.48 -1.02 -0.81 0.0955 18.6 23.72 904 -- --
179 0.623 3.99 -0.071 1.05 1.67 -0.97 -- 0.0647 18.6 23.05 935 -- --
180.81 0.626 3.99 0.0213 1.06 1.58 -- -0.537 0.0801 18.6 23.29 950 -- --
181.07 0.627 4 -0.0587 1.06 1.68 -- -- 0.062 18.6 23.1 948 -- --
235.22 0.714 3.96 0.027 -- 1.57 -- -0.653 0.0731 -- 23.6 1184 -- --
213.37 0.685 4.06 -0.529 1.04 -- -1.02 -- -0.215 18 -- -- -- --
215.92 0.688 4.06 -0.521 1.03 -- -- -- -0.219 18 -- -- -- --
235.64 0.715 3.98 -0.0674 -- 1.7 -- -- 0.0492 -- 23.26 1179 -- --
181.16 0.627 4 -- 1.06 1.71 -- -- 0.0673 18.6 23.1 948 -- --
270.91 0.769 4.04 -0.551 -- -- -- -- -0.242 -- -- -- -- --
223.07 0.699 4.05 -- 1.04 -- -- -- -0.161 18 -- -- -- --
235.74 0.715 3.97 -- -- 1.74 -- -- 0.0608 -- 23.24 1181 -- --
278.92 0.78 4.03 -- -- -- -- -- -0.181 -- -- -- -- --

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
1 169.30 temperature 15 270 > th dose dependent rect. 3 11
5 169.90 temperature 10 720 > th dose dependent rect. 1 13
31 171.83 temperature 15 720 > th dose dependent rect. 2 5
36 172.17 temperature 15 720 > th dose dependent sin 6 NA
41 172.43 temperature 15 270 > th dose dependent sin 4 NA
53 172.82 temperature 30 720 < th dose dependent rect. 24 11
76 173.25 temperature 25 720 < th dose dependent sin 4 NA
111 173.93 temperature 25 720 < th dose dependent rect. 3 10
131 174.21 temperature 25 720 < th dose dependent rect. 4 7
139 174.26 temperature 20 720 > th dose independent rect. 3 4
164 174.53 temperature 20 10 > th dose dependent sin 0 NA
187 174.82 temperature 10 10 > th dose dependent sin 0 NA
191 174.84 temperature 20 720 > th dose independent rect. 1 13
208 175.01 temperature 20 10 > th dose dependent rect. 5 11
260 175.44 temperature 25 720 < th dose dependent rect. 5 2
283 175.58 temperature 20 10 > th dose dependent rect. 3 13
304 175.76 temperature 30 720 < th dose dependent rect. 7 2
428 177.00 temperature 20 10 > th dose dependent rect. 6 16
438 177.15 temperature 25 10 > th dose dependent rect. 19 21
445 177.23 temperature 20 720 > th dose independent sin 5 NA
550 178.11 temperature 20 720 < th dose independent rect. 24 15
608 178.61 temperature 30 10 < th dose dependent sin 0 NA
640 178.77 temperature 25 10 > th dose dependent rect. 1 15
641 178.78 temperature 20 720 < th dose independent sin 5 NA
711 179.22 temperature 20 720 < th dose independent rect. 4 3
843 180.06 temperature 15 270 > th dose dependent rect. 3 21
866 180.24 temperature 30 90 < th dose dependent rect. 9 10
960 180.70 wind 9 43200 > th dose dependent rect. 17 13