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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.

Os01g0103900

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 : 3.89 (0.0281) R2 : 0.41
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.906 (0.0674) R2dC : 0.234 R2C : 0.192
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.676 (0.0592) R2dN8 : 0.218 R2N8 : 0.176
σ : 0.53
deviance : 128.6
__
_____
C
peak time of C : 1.08
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 independent, 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
112.66 0.499 3.88 0.27 0.899 0.769 -0.302 1.01 0.599 1.16 20.7 1752 -- --
114.68 0.499 3.92 0.0514 0.906 0.727 -0.234 -- 0.544 1.1 20.7 1819 -- --
112.53 0.494 3.88 0.333 0.897 0.7 -- 1.01 0.601 1.16 21.2 1850 -- --
114.7 0.499 3.92 0.0889 0.894 0.631 -- -- 0.55 1.16 21.3 1913 -- --
154.45 0.579 3.88 0.296 -- 0.765 -- 0.728 0.558 -- 21.7 938 -- --
124.77 0.524 3.88 0.352 0.9 -- -0.298 -- 0.715 1.1 -- -- -- --
125.14 0.524 3.88 0.363 0.9 -- -- -- 0.717 1.07 -- -- -- --
155.25 0.58 3.91 0.0961 -- 0.774 -- -- 0.519 -- 21.36 966 -- --
114.75 0.499 3.92 -- 0.878 0.658 -- -- 0.524 1.18 21.2 2040 -- --
175.47 0.619 3.86 0.397 -- -- -- -- 0.734 -- -- -- -- --
128.6 0.53 3.89 -- 0.906 -- -- -- 0.676 1.08 -- -- -- --
155.46 0.581 3.92 -- -- 0.8 -- -- 0.502 -- 21.35 970 -- --
179.63 0.626 3.87 -- -- -- -- -- 0.69 -- -- -- -- --

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
1 108.25 humidity 80.0 1440 > th dose independent rect. 11 1
2 108.27 wind 1.0 43200 > th dose independent rect. 21 9
3 108.34 wind 3.0 14400 < th dose dependent rect. 23 2
5 108.50 humidity 80.0 1440 < th dose independent rect. 11 1
7 108.59 wind 3.0 14400 < th dose dependent rect. 22 5
13 108.81 wind 1.0 43200 < th dose independent rect. 22 8
21 108.93 humidity 70.0 1440 > th dose dependent rect. 11 1
47 109.66 wind 1.0 43200 < th dose dependent rect. 12 1
55 109.89 humidity 90.0 1440 > th dose dependent rect. 13 1
76 110.16 humidity 90.0 1440 > th dose independent rect. 13 1
80 110.26 wind 1.0 43200 > th dose independent sin 10 NA
102 110.57 wind 1.0 43200 < th dose independent sin 10 NA
120 110.76 precipitation 0.1 1440 > th dose independent rect. 5 1
138 110.88 precipitation 0.1 1440 > th dose dependent rect. 5 3
193 111.20 precipitation 0.1 1440 > th dose dependent rect. 5 1
206 111.28 precipitation 0.1 1440 < th dose independent rect. 5 1
207 111.28 wind 1.0 43200 < th dose independent rect. 22 15
208 111.28 precipitation 0.1 1440 < th dose dependent rect. 5 1
217 111.33 precipitation 0.1 1440 > th dose independent rect. 5 3
284 111.60 wind 3.0 14400 < th dose dependent sin 11 NA
291 111.64 wind 1.0 43200 > th dose independent rect. 5 2
327 111.75 precipitation 0.1 1440 > th dose dependent rect. 5 8
331 111.77 wind 1.0 14400 > th dose dependent rect. 22 4
365 111.90 wind 1.0 43200 < th dose independent rect. 12 18
368 111.91 precipitation 0.1 1440 < th dose independent rect. 4 11
370 111.91 precipitation 0.1 1440 < th dose dependent rect. 4 11
376 111.92 precipitation 0.1 1440 > th dose dependent rect. 5 6
381 111.94 wind 1.0 43200 < th dose dependent rect. 2 12
383 111.95 precipitation 0.1 1440 < th dose independent rect. 5 3
386 111.95 precipitation 0.1 1440 < th dose dependent rect. 5 3
419 112.05 wind 3.0 14400 < th dose dependent rect. 5 1
437 112.11 precipitation 0.1 1440 > th dose independent rect. 4 11
461 112.17 wind 1.0 43200 < th dose dependent rect. 5 3
475 112.20 wind 1.0 43200 < th dose dependent rect. 23 14
541 112.34 precipitation 0.1 1440 > th dose independent rect. 5 8
548 112.36 wind 1.0 43200 < th dose independent rect. 2 12
587 112.43 precipitation 0.1 1440 < th dose independent rect. 5 8
591 112.43 precipitation 0.1 1440 < th dose dependent rect. 5 8
593 112.43 wind 1.0 43200 < th dose dependent rect. 20 17
614 112.47 humidity 80.0 1440 < th dose independent rect. 8 4
635 112.51 precipitation 0.1 1440 > th dose independent rect. 5 6
652 112.55 humidity 80.0 1440 > th dose independent rect. 8 4
668 112.57 precipitation 0.1 1440 > th dose dependent rect. 4 11
676 112.58 precipitation 0.1 1440 > th dose dependent rect. 24 17
758 112.72 precipitation 0.1 1440 < th dose independent rect. 24 17
765 112.72 precipitation 0.1 1440 < th dose dependent rect. 24 17
793 112.77 precipitation 0.1 1440 > th dose dependent rect. 3 14
809 112.80 wind 1.0 43200 < th dose dependent rect. 2 22
829 112.83 precipitation 0.1 1440 > th dose independent rect. 24 17
892 112.93 precipitation 0.1 1440 < th dose independent rect. 3 14
896 112.93 precipitation 0.1 1440 < th dose dependent rect. 3 14
912 112.96 precipitation 0.1 1440 < th dose independent sin 3 NA
918 112.96 precipitation 0.1 1440 < th dose dependent sin 3 NA
923 112.97 precipitation 0.1 1440 > th dose independent rect. 1 14
929 112.98 wind 1.0 14400 < th dose independent rect. 3 5
935 112.98 precipitation 0.1 1440 > th dose dependent sin 3 NA
948 112.99 wind 1.0 43200 < th dose dependent rect. 12 20
967 113.01 wind 1.0 43200 < th dose independent rect. 1 23
970 113.02 wind 1.0 4320 > th dose independent rect. 18 1
971 113.02 wind 1.0 43200 < th dose independent rect. 5 3
982 113.03 precipitation 0.1 1440 > th dose independent rect. 3 14