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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.

Os11g0186300

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

Description : Similar to Ankyrin-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.85 (0.025) R2 : 0.236
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 5.25 (0.443) R2dE : 0.235 R2E : 0.233
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0524 (0.0527) R2dN8 : 0.00215 R2N8 : 0.000379
σ : 0.47
deviance : 101.74
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_____
C
peak time of C : --
E
wheather : precipitation
threshold : 1.817
memory length : 102
response mode : > th
dose dependency : dose independent
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 = precipitation, 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
94.91 0.458 2.92 -0.485 0.104 27.8 -0.196 -100 0.0293 11.6 1.562 62 -- --
390.5 0.92 2.52 0.572 0.631 18.6 0.299 -- 1.02 8.39 1.507 74 -- --
95.07 0.454 2.92 -0.491 0.105 27.7 -- -99.7 0.0285 11.8 1.593 92 -- --
99.76 0.465 2.85 -0.208 0.114 5.33 -- -- 0.0305 11.4 1.783 96 -- --
95.76 0.456 2.92 -0.497 -- 27.9 -- -101 0.0272 -- 1.569 86 -- --
131.52 0.538 2.85 -0.143 0.113 -- -0.145 -- 0.0182 13.1 -- -- -- --
131.58 0.537 2.85 -0.148 0.117 -- -- -- 0.0179 13.9 -- -- -- --
100.57 0.467 2.85 -0.211 -- 5.3 -- -- 0.0292 -- 1.799 93 -- --
100.89 0.468 2.84 -- 0.116 5.27 -- -- 0.0534 11.6 1.803 103 -- --
132.4 0.538 2.85 -0.153 -- -- -- -- 0.0152 -- -- -- -- --
132.16 0.538 2.85 -- 0.119 -- -- -- 0.0344 13.9 -- -- -- --
101.74 0.47 2.85 -- -- 5.25 -- -- 0.0524 -- 1.817 102 -- --
133.02 0.538 2.85 -- -- -- -- -- 0.0322 -- -- -- -- --

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 94.91 precipitation 1e-01 90 > th dose independent rect. 16 1
2 94.91 precipitation 1e-01 10 > th dose independent rect. 17 1
30 94.91 precipitation 1e-01 90 > th dose dependent rect. 16 1
31 94.91 precipitation 1e-01 10 > th dose dependent rect. 17 1
93 95.40 atmosphere 1e+03 90 < th dose independent rect. 16 1
117 96.79 atmosphere 1e+03 90 < th dose dependent rect. 16 1
287 99.37 precipitation 1e-01 90 > th dose dependent sin 21 NA
292 99.60 precipitation 1e-01 10 > th dose independent sin 20 NA
293 99.60 precipitation 1e-01 10 > th dose dependent sin 20 NA
294 99.61 precipitation 1e-01 10 < th dose independent sin 20 NA
295 99.61 precipitation 1e-01 10 < th dose dependent sin 20 NA
512 105.82 precipitation 1e-01 90 > th dose dependent rect. 16 19
579 106.85 precipitation 1e-01 90 > th dose dependent no NA NA
589 107.03 precipitation 1e-01 90 < th dose independent sin 21 NA
590 107.03 precipitation 1e-01 90 < th dose dependent sin 21 NA
593 107.14 precipitation 1e-01 90 > th dose independent sin 21 NA
658 111.06 atmosphere 1e+03 270 < th dose independent rect. 14 3
711 112.27 atmosphere 1e+03 270 < th dose dependent rect. 14 3
941 117.08 precipitation 1e-01 90 > th dose independent rect. 16 19
999 117.79 precipitation 1e-01 90 > th dose independent no NA NA
1000 117.79 precipitation 1e-01 90 < th dose independent no NA NA