FiT-DB / Search/ Help/ Sample detail


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.

Os07g0687400

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

Description : VQ domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.93 (0.0653) R2 : 0.714
β1 : 1.21 (0.33) R2dD : 0.0176 R2D : 0.12
β2 : 1.63 (0.163) R2dC : 0.0636 R2C : 0.0666
β3 : 4.92 (0.246) R2dE : 0.281 R2E : 0.334
β4 : 2.59 (0.722) R2dD*C : 0.00812 R2D*C : 0.00528
β5 : 14.6 (1.15) R2dD*E : 0.203 R2D*E : 0.298
γ1 : 0.149 (0.135) R2dN8 : 0.00102 R2N8 : -0.011
σ : 1.19
deviance : 646.04
__
_____
C
peak time of C : 16.4
E
wheather : radiation
threshold : 1.094
memory length : 4320
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 18
open length of G : 0.908

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
646.04 1.19 3.93 1.21 1.63 4.92 2.59 14.6 0.149 16.4 1.094 4320 18 0.908
697.2 1.23 4.08 2.19 1.97 5.12 2.56 -- 0.571 16.4 4.564 11526 17.7 0.835
663.91 1.2 3.92 1.23 1.64 4.97 -- 14.7 0.149 16.2 1.14 4320 18 0.896
691.75 1.22 4.07 2.81 1.82 4.98 -- -- 0.693 16.4 4.255 11535 17.7 0.834
808.21 1.32 3.92 1.08 -- 5.09 -- 15.2 0.0538 -- 1.224 4320 18 0.867
1329.31 1.71 4.11 5.18 1.9 -- 3.11 -- 0.315 16.2 -- -- -- --
1356.18 1.72 4.1 5.21 1.91 -- -- -- 0.332 16 -- -- -- --
820.24 1.33 4.05 3.49 -- 5.18 -- -- 0.965 -- 3.916 11548 17.6 0.85
847.79 1.36 4.08 -- 1.59 6 -- -- 0.255 16.2 6.354 11527 17.7 1.02
1555.72 1.84 4.09 5.13 -- -- -- -- 0.281 -- -- -- -- --
2072.06 2.13 4.23 -- 1.81 -- -- -- -0.249 16.1 -- -- -- --
976.94 1.46 4.07 -- -- 6.37 -- -- 0.192 -- 6.365 11536 17.7 1
2250.95 2.21 4.22 -- -- -- -- -- -0.289 -- -- -- -- --

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
1 605.05 humidity 90.0 43200 > th dose independent rect. 9 1
2 620.70 humidity 90.0 43200 < th dose independent rect. 9 1
4 629.50 humidity 80.0 43200 > th dose dependent rect. 10 1
5 630.38 wind 3.0 43200 > th dose dependent rect. 5 2
7 632.76 temperature 10.0 14400 > th dose dependent rect. 13 1
8 632.99 temperature 10.0 14400 > th dose dependent rect. 13 5
28 635.45 radiation 20.0 14400 < th dose dependent rect. 18 1
54 637.26 wind 5.0 43200 < th dose independent rect. 5 2
57 637.65 radiation 30.0 14400 < th dose dependent rect. 18 11
67 638.25 radiation 10.0 14400 < th dose dependent rect. 18 7
93 640.37 wind 3.0 43200 < th dose independent rect. 8 1
123 642.85 humidity 80.0 14400 > th dose independent rect. 15 5
133 643.62 radiation 1.0 14400 < th dose independent rect. 18 11
135 643.69 precipitation 0.1 43200 > th dose independent rect. 16 2
142 644.07 precipitation 0.1 43200 < th dose independent rect. 16 2
143 644.07 precipitation 0.1 43200 < th dose dependent rect. 16 2
145 644.19 humidity 90.0 43200 < th dose independent rect. 17 4
164 645.44 radiation 1.0 14400 < th dose independent rect. 18 1
167 645.68 humidity 80.0 43200 > th dose dependent rect. 17 1
182 646.09 radiation 1.0 14400 < th dose independent rect. 18 7
187 646.26 wind 3.0 43200 > th dose independent rect. 7 2
199 646.84 humidity 80.0 14400 < th dose independent rect. 15 4
202 646.95 humidity 90.0 43200 > th dose independent rect. 21 1
212 647.36 temperature 30.0 14400 < th dose dependent rect. 17 1
222 647.90 humidity 90.0 43200 > th dose dependent rect. 21 1
231 648.32 temperature 10.0 14400 > th dose dependent sin 19 NA
239 648.49 humidity 90.0 14400 < th dose independent rect. 20 6
292 650.29 humidity 90.0 14400 < th dose independent rect. 18 9
298 650.42 radiation 1.0 14400 > th dose independent rect. 18 11
318 651.13 humidity 90.0 14400 < th dose independent rect. 13 14
334 651.82 wind 5.0 43200 > th dose independent rect. 5 2
376 652.64 radiation 1.0 14400 > th dose independent rect. 18 1
395 652.84 humidity 80.0 14400 < th dose independent rect. 14 6
396 652.85 radiation 10.0 14400 < th dose independent rect. 16 14
743 658.62 temperature 10.0 14400 > th dose dependent no NA NA
768 659.09 wind 3.0 43200 > th dose independent rect. 3 2
775 659.14 wind 3.0 43200 < th dose independent rect. 3 1
821 659.85 humidity 80.0 43200 > th dose independent rect. 12 1
834 660.02 wind 3.0 43200 > th dose independent rect. 3 6
878 660.67 temperature 30.0 14400 < th dose dependent sin 18 NA
884 660.82 humidity 90.0 14400 > th dose independent rect. 21 5
910 661.30 humidity 80.0 14400 > th dose dependent rect. 17 9