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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.

Os07g0120600

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

Description : Protein of unknown function DUF538 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.36 (0.027) R2 : 0.652
β1 : 2.52 (0.102) R2dD : 0.531 R2D : 0.203
β2 : 0.759 (0.0695) R2dC : 0.0913 R2C : 0.0428
β3 : -1.63 (0.0867) R2dE : 0.322 R2E : -0.0112
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.703 (0.0603) R2dN8 : 0.157 R2N8 : -0.0891
σ : 0.497
deviance : 114.08
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_____
C
peak time of C : 18.1
E
wheather : temperature
threshold : 21.4
memory length : 1596
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
112.63 0.499 5.33 2.75 0.745 -1.66 -0.672 0.78 0.769 18 21.6 1565 -- --
113.08 0.495 5.36 2.52 0.756 -1.61 -0.713 -- 0.706 18 21.45 1579 -- --
113.69 0.497 5.33 2.77 0.756 -1.67 -- 0.837 0.767 18.1 21.67 1580 -- --
114.08 0.497 5.36 2.52 0.759 -1.63 -- -- 0.703 18.1 21.4 1596 -- --
136.65 0.544 5.31 2.8 -- -1.7 -- 0.964 0.777 -- 21.6 1379 -- --
201.78 0.666 5.44 1.93 0.743 -- -0.595 -- 0.326 17.8 -- -- -- --
202.62 0.667 5.45 1.93 0.74 -- -- -- 0.324 17.9 -- -- -- --
137.04 0.545 5.35 2.51 -- -1.65 -- -- 0.695 -- 21.2 1382 -- --
264.87 0.758 5.46 -- 0.657 -0.952 -- -- 0.286 18.4 22.2 1414 -- --
231 0.71 5.43 1.91 -- -- -- -- 0.307 -- -- -- -- --
301.2 0.812 5.49 -- 0.711 -- -- -- 0.108 18 -- -- -- --
286.73 0.789 5.44 -- -- -1.01 -- -- 0.282 -- 22.2 1354 -- --
327.39 0.845 5.48 -- -- -- -- -- 0.0945 -- -- -- -- --

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
1 114.25 temperature 25 1440 > th dose independent rect. 15 7
2 114.54 temperature 20 1440 > th dose dependent rect. 15 23
3 114.57 temperature 20 1440 > th dose dependent rect. 11 23
4 114.58 temperature 20 1440 > th dose dependent rect. 9 22
6 114.59 temperature 20 1440 > th dose dependent rect. 23 23
10 114.61 temperature 20 1440 > th dose dependent rect. 13 23
30 114.69 temperature 20 1440 > th dose dependent no NA NA
45 114.77 temperature 20 1440 > th dose dependent rect. 20 23
111 115.26 temperature 25 1440 < th dose independent rect. 15 7
120 115.29 temperature 20 1440 > th dose dependent sin 16 NA
189 115.84 temperature 20 1440 > th dose dependent sin 5 NA
228 116.18 temperature 20 1440 > th dose dependent rect. 15 9
231 116.22 temperature 20 1440 > th dose dependent rect. 18 3
232 116.23 temperature 20 1440 > th dose dependent rect. 16 6
283 116.72 temperature 20 1440 > th dose dependent rect. 20 1
291 116.79 temperature 25 1440 > th dose dependent rect. 9 8
313 116.93 temperature 25 1440 > th dose dependent rect. 8 11
366 117.45 temperature 25 1440 > th dose independent rect. 6 16
416 117.81 temperature 20 1440 > th dose dependent rect. 2 8
426 117.91 temperature 25 1440 > th dose dependent rect. 11 3
429 117.92 temperature 25 1440 < th dose independent rect. 6 17
581 119.07 temperature 25 1440 > th dose independent rect. 19 2
748 119.52 temperature 30 1440 < th dose dependent rect. 18 1
875 119.77 temperature 30 1440 < th dose dependent rect. 16 5
883 119.80 temperature 25 1440 < th dose independent rect. 19 1
938 119.92 temperature 20 1440 > th dose dependent rect. 6 1