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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.

Os02g0188500

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

Description : Ubiquitin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.98 (0.0406) R2 : 0.686
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.47 (0.101) R2dC : 0.409 R2C : 0.409
β3 : 3.49 (0.223) R2dE : 0.185 R2E : 0.218
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.603 (0.0881) R2dN8 : 0.0455 R2N8 : 0.0818
σ : 0.753
deviance : 261.29
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C
peak time of C : 20.4
E
wheather : temperature
threshold : 22.3
memory length : 1614
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
258.79 0.756 4.99 -0.27 2.46 3.3 -0.783 0.268 -0.635 20.4 22.6 1612 -- --
258.72 0.749 4.98 -0.212 2.47 3.34 -0.748 -- -0.63 20.4 22.39 1610 -- --
260.38 0.752 4.99 -0.233 2.46 3.45 -- 0.37 -0.644 20.4 22.3 1611 -- --
260.51 0.752 4.99 -0.192 2.46 3.37 -- -- -0.638 20.4 22.3 1612 -- --
573.97 1.12 4.95 -0.573 -- 3.46 -- 0.385 -0.791 -- 22.3 1611 -- --
364.25 0.895 5.1 -1.17 2.49 -- -1.04 -- -1.13 20.4 -- -- -- --
367.67 0.898 5.1 -1.14 2.49 -- -- -- -1.13 20.4 -- -- -- --
574.1 1.12 4.95 -0.54 -- 3.4 -- -- -0.785 -- 22.3 1612 -- --
261.29 0.753 4.98 -- 2.47 3.49 -- -- -0.603 20.4 22.3 1614 -- --
712.04 1.25 5.03 -1.15 -- -- -- -- -1.15 -- -- -- -- --
401.9 0.938 5.07 -- 2.49 -- -- -- -1 20.4 -- -- -- --
581.27 1.13 4.93 -- -- 3.6 -- -- -0.707 -- 22.3 1612 -- --
747.14 1.28 5 -- -- -- -- -- -1.03 -- -- -- -- --

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
1 260.81 temperature 20 1440 > th dose independent rect. 18 19
6 261.32 temperature 20 1440 < th dose independent rect. 18 19
34 262.41 temperature 20 1440 > th dose independent rect. 17 14
49 262.80 temperature 20 1440 < th dose independent rect. 17 14
84 263.45 temperature 20 1440 > th dose independent rect. 9 22
96 263.59 temperature 20 1440 > th dose independent rect. 2 22
111 263.84 temperature 20 1440 > th dose independent rect. 12 22
124 264.02 temperature 20 1440 > th dose independent no NA NA
128 264.03 temperature 20 1440 < th dose independent rect. 9 22
133 264.09 temperature 20 1440 < th dose dependent rect. 4 1
135 264.11 temperature 20 1440 > th dose independent sin 13 NA
143 264.22 temperature 20 1440 > th dose independent rect. 21 23
150 264.28 temperature 20 1440 < th dose independent sin 12 NA
159 264.34 temperature 25 1440 < th dose dependent rect. 5 7
171 264.44 temperature 20 1440 < th dose independent rect. 2 22
174 264.45 temperature 20 1440 < th dose independent rect. 12 22
203 264.68 temperature 20 1440 < th dose independent no NA NA
213 264.75 temperature 20 4320 > th dose independent rect. 18 4
229 264.87 temperature 20 1440 > th dose independent rect. 5 2
234 264.92 temperature 20 1440 < th dose independent rect. 21 23
300 265.60 temperature 25 1440 < th dose dependent rect. 20 16
350 266.12 temperature 25 90 < th dose dependent rect. 8 21
367 266.29 temperature 20 1440 < th dose independent rect. 1 12
372 266.35 temperature 20 1440 < th dose independent rect. 5 2
382 266.45 temperature 20 1440 > th dose independent rect. 1 12
393 266.58 temperature 25 10 < th dose dependent rect. 8 22
395 266.59 temperature 25 90 < th dose dependent rect. 8 23
446 266.93 temperature 25 1440 < th dose dependent sin 4 NA
474 267.14 temperature 20 1440 > th dose independent rect. 2 9
543 267.69 temperature 25 1440 < th dose dependent rect. 7 22
559 267.79 temperature 25 1440 < th dose dependent rect. 7 20
572 267.90 temperature 25 1440 < th dose dependent rect. 4 22
584 267.98 temperature 25 720 < th dose dependent rect. 7 18
597 268.07 temperature 25 1440 < th dose dependent no NA NA
599 268.07 temperature 25 90 < th dose dependent rect. 5 23
613 268.13 temperature 25 1440 < th dose dependent rect. 21 2
674 268.58 temperature 20 4320 < th dose independent rect. 18 4
750 269.19 temperature 25 10 < th dose dependent rect. 23 23
768 269.36 temperature 20 1440 < th dose independent rect. 21 3
780 269.44 temperature 25 10 < th dose dependent rect. 15 23
798 269.56 temperature 25 10 < th dose dependent no NA NA
803 269.58 temperature 25 30 < th dose dependent rect. 13 23
816 269.68 temperature 25 90 < th dose dependent rect. 21 23
820 269.70 temperature 25 30 < th dose dependent rect. 19 23
824 269.72 temperature 25 30 < th dose dependent rect. 17 23
827 269.74 temperature 25 30 < th dose dependent rect. 11 23
855 269.93 temperature 25 30 < th dose dependent rect. 1 23
913 270.38 temperature 25 30 < th dose dependent rect. 3 23
942 270.57 temperature 20 1440 > th dose independent rect. 21 3
948 270.58 temperature 20 1440 < th dose dependent rect. 21 9