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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.

Os07g0209500

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

Description : Polynucleotidyl transferase, Ribonuclease H fold domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.94 (0.0432) R2 : 0.402
β1 : 0.861 (0.157) R2dD : 0.0358 R2D : 0.0154
β2 : 1.39 (0.103) R2dC : 0.237 R2C : 0.228
β3 : -1.72 (0.176) R2dE : 0.159 R2E : 0.127
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0695 (0.0946) R2dN8 : 0.00256 R2N8 : -0.00321
σ : 0.799
deviance : 294.63
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_____
C
peak time of C : 10.4
E
wheather : radiation
threshold : 1.056
memory length : 4340
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 2.01
open length of G : 3.95

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose independent, 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
282.06 0.789 3.98 1.36 1.39 -1.5 0.362 -3.72 -0.0441 10.5 1.081 4342 2.03 3.9
298.37 0.805 3.97 0.94 1.51 -1.59 0.955 -- -0.115 10.4 1.052 4338 2 3.92
282.48 0.783 3.99 1.38 1.4 -1.48 -- -3.71 -0.0319 10.4 1.074 4347 1.98 3.91
294.63 0.799 3.94 0.861 1.39 -1.72 -- -- -0.0695 10.4 1.056 4340 2.01 3.95
395.39 0.926 4.01 1.39 -- -1.73 -- -3.43 -0.0136 -- 1.1 4344 1.83 3.96
368.56 0.9 3.92 0.64 1.36 -- 0.281 -- 0.0796 10.6 -- -- -- --
368.88 0.899 3.92 0.652 1.36 -- -- -- 0.0804 10.6 -- -- -- --
407.11 0.94 4.01 0.906 -- -1.76 -- -- -0.143 -- 1.05 4336 1.88 4.01
308.9 0.819 3.99 -- 1.39 -1.75 -- -- -0.281 10.2 1.04 4345 2.03 4
482.23 1.03 3.96 0.627 -- -- -- -- 0.0743 -- -- -- -- --
380.08 0.912 3.94 -- 1.35 -- -- -- 0.00785 10.5 -- -- -- --
422.59 0.957 4.03 -- -- -1.72 -- -- -0.231 -- 1.04 4340 1.9 4.07
492.61 1.04 3.97 -- -- -- -- -- 0.00471 -- -- -- -- --

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
1 289.20 temperature 20.0 720 > th dose dependent rect. 3 5
3 291.28 temperature 30.0 720 < th dose dependent rect. 24 11
4 291.46 temperature 20.0 720 > th dose dependent rect. 1 8
5 291.64 temperature 30.0 720 < th dose dependent rect. 23 13
9 291.81 temperature 30.0 43200 < th dose dependent rect. 4 2
14 291.93 temperature 10.0 43200 > th dose dependent rect. 5 1
19 292.00 precipitation 0.1 43200 > th dose independent rect. 20 12
20 292.00 precipitation 0.1 43200 < th dose independent rect. 20 12
22 292.00 precipitation 0.1 43200 < th dose dependent rect. 20 12
27 292.17 temperature 10.0 43200 > th dose dependent rect. 17 1
49 292.38 radiation 1.0 4320 < th dose independent rect. 2 4
82 292.55 radiation 1.0 4320 < th dose independent rect. 19 11
92 292.60 temperature 30.0 43200 < th dose dependent rect. 17 3
95 292.61 temperature 30.0 43200 < th dose dependent rect. 17 1
105 292.66 radiation 1.0 4320 > th dose independent rect. 4 2
128 292.70 temperature 30.0 43200 < th dose dependent rect. 19 1
132 292.71 temperature 10.0 43200 > th dose dependent rect. 19 1
176 292.83 temperature 10.0 43200 > th dose dependent rect. 16 19
182 292.84 temperature 10.0 43200 > th dose dependent rect. 3 17
192 292.85 temperature 30.0 43200 < th dose dependent rect. 17 18
276 292.94 radiation 40.0 4320 < th dose dependent rect. 3 3
339 293.00 temperature 10.0 43200 > th dose dependent sin 4 NA
351 293.01 temperature 30.0 43200 < th dose dependent sin 7 NA
375 293.03 temperature 10.0 43200 > th dose dependent no NA NA
387 293.03 temperature 10.0 43200 > th dose dependent rect. 8 23
390 293.04 precipitation 0.1 43200 > th dose independent sin 8 NA
391 293.04 precipitation 0.1 43200 < th dose independent sin 8 NA
394 293.04 precipitation 0.1 43200 < th dose dependent sin 8 NA
470 293.08 temperature 10.0 43200 > th dose dependent rect. 8 14
563 293.14 temperature 10.0 43200 > th dose dependent sin 17 NA
583 293.14 temperature 30.0 43200 < th dose dependent rect. 3 19
584 293.14 temperature 30.0 43200 < th dose dependent rect. 1 21
586 293.15 temperature 10.0 43200 > th dose dependent sin 15 NA
749 293.23 temperature 30.0 43200 < th dose dependent rect. 3 23
765 293.25 temperature 30.0 43200 < th dose dependent no NA NA
815 293.27 temperature 30.0 43200 < th dose dependent rect. 8 23
816 293.27 temperature 30.0 43200 < th dose dependent rect. 10 23
859 293.30 temperature 30.0 43200 < th dose dependent rect. 19 23
872 293.32 temperature 25.0 43200 < th dose independent rect. 13 18
897 293.34 temperature 10.0 720 > th dose dependent rect. 3 6