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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.

Os07g0101000

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

Description : Cupredoxin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.2 (0.0359) R2 : 0.275
β1 : 1.46 (0.137) R2dD : 0.211 R2D : 0.0728
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.73 (0.165) R2dE : 0.218 R2E : 0.0643
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.248 (0.0811) R2dN8 : 0.0232 R2N8 : -0.0436
σ : 0.659
deviance : 200.33
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 31.2
memory length : 870
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
197.01 0.659 3.23 1.17 0.147 1.84 -0.044 1.6 0.239 22.2 27.98 787 -- --
198.73 0.657 3.2 1.48 0.159 1.84 -0.331 -- 0.271 22 30.66 833 -- --
196.53 0.653 3.24 1.13 0.125 1.88 -- 1.91 0.239 22.8 27.2 857 -- --
199.15 0.657 3.2 1.48 0.146 1.83 -- -- 0.264 22.7 31.09 856 -- --
196.94 0.654 3.24 1.1 -- 1.9 -- 2.14 0.21 -- 24.84 862 -- --
244.68 0.733 3.27 0.961 0.235 -- 0.5 -- -0.0704 9.16 -- -- -- --
245.55 0.734 3.27 0.979 0.233 -- -- -- -0.0696 9.36 -- -- -- --
200.33 0.659 3.2 1.46 -- 1.73 -- -- 0.248 -- 31.2 870 -- --
249.65 0.74 3.25 -- 0.499 1.4 -- -- -0.0104 12.5 34.75 762 -- --
248.72 0.737 3.28 0.978 -- -- -- -- -0.0687 -- -- -- -- --
270.81 0.77 3.29 -- 0.233 -- -- -- -0.179 9.04 -- -- -- --
249.77 0.736 3.27 -- -- 1.18 -- -- -0.0306 -- 37.98 738 -- --
273.94 0.773 3.3 -- -- -- -- -- -0.177 -- -- -- -- --

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
1 193.10 temperature 10 720 > th dose dependent rect. 20 17
8 194.32 temperature 30 720 < th dose dependent rect. 19 18
12 194.71 temperature 30 720 < th dose dependent rect. 17 19
17 194.84 temperature 10 720 > th dose dependent sin 8 NA
32 195.08 temperature 25 1440 < th dose dependent rect. 13 9
52 195.45 temperature 30 720 < th dose dependent sin 8 NA
119 196.17 temperature 30 1440 < th dose dependent sin 16 NA
145 196.31 temperature 30 1440 < th dose dependent rect. 13 18
157 196.39 temperature 30 1440 < th dose dependent rect. 20 1
164 196.41 temperature 15 1440 > th dose dependent rect. 20 1
252 196.87 temperature 15 1440 > th dose dependent rect. 14 17
254 196.88 temperature 15 1440 > th dose dependent rect. 18 4
277 196.95 temperature 15 1440 > th dose dependent sin 15 NA
545 197.61 temperature 30 720 < th dose dependent no NA NA
581 197.67 temperature 15 720 > th dose dependent rect. 15 22
586 197.69 temperature 25 4320 < th dose dependent rect. 20 6
727 197.94 temperature 25 1440 < th dose independent rect. 12 10
732 197.94 temperature 30 1440 < th dose dependent rect. 5 23