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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.

Os05g0493500

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

Description : Similar to B-type cyclin (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.67 (0.0451) R2 : 0.154
β1 : -1.41 (0.165) R2dD : 0.14 R2D : 0.148
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.15 (0.0964) R2dN8 : 0.00601 R2N8 : 0.0144
σ : 0.847
deviance : 328.93
__
_____
C
peak time of C : --
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 = radiation, 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
288.8 0.798 3.66 -1.53 0.213 0.522 0.711 -2.71 0.171 6.52 29.79 136 -- --
297.29 0.803 3.64 -1.5 0.168 0.984 1.59 -- 0.231 9.4 39.59 144 -- --
289.71 0.793 3.67 -1.51 0.244 0.482 -- -2.68 0.175 5.06 29.77 134 -- --
304.62 0.813 3.64 -1.53 0.243 0.887 -- -- 0.159 5.02 39.99 145 -- --
292.47 0.797 3.67 -1.51 -- 0.548 -- -2.68 0.174 -- 29.24 135 -- --
310.8 0.826 3.68 -1.48 0.36 -- -1.58 -- 0.133 1.45 -- -- -- --
319.11 0.837 3.67 -1.43 0.416 -- -- -- 0.139 3.21 -- -- -- --
305.38 0.814 3.64 -1.47 -- 1.12 -- -- 0.243 -- 40 235 -- --
360.81 0.885 3.62 -- 0.144 0.948 -- -- 0.337 5.35 37.97 252 -- --
328.93 0.847 3.67 -1.41 -- -- -- -- 0.15 -- -- -- -- --
372.69 0.903 3.64 -- 0.388 -- -- -- 0.298 3.21 -- -- -- --
360.77 0.885 3.61 -- -- 1.19 -- -- 0.392 -- 40.65 258 -- --
381.23 0.911 3.63 -- -- -- -- -- 0.306 -- -- -- -- --

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
1 277.65 humidity 90 43200 > th dose independent rect. 20 1
3 277.76 humidity 90 43200 < th dose independent rect. 20 2
6 278.62 humidity 90 43200 > th dose dependent rect. 20 1
7 278.97 humidity 80 43200 > th dose independent rect. 4 14
9 279.05 humidity 80 43200 > th dose dependent rect. 2 22
19 279.28 humidity 90 43200 > th dose dependent rect. 20 4
26 279.43 humidity 90 43200 < th dose independent rect. 19 5
42 279.61 humidity 90 43200 < th dose independent rect. 18 7
44 279.65 humidity 80 43200 > th dose dependent rect. 2 13
48 279.69 humidity 80 43200 > th dose dependent sin 4 NA
78 280.09 humidity 90 43200 < th dose independent rect. 16 19
79 280.11 humidity 90 43200 < th dose independent rect. 18 18
83 280.13 humidity 80 43200 > th dose dependent rect. 15 23
88 280.15 humidity 80 43200 > th dose dependent no NA NA
90 280.17 humidity 80 43200 > th dose dependent rect. 3 9
122 280.33 humidity 90 43200 < th dose independent sin 16 NA
126 280.37 humidity 80 43200 > th dose independent sin 1 NA
128 280.39 humidity 80 43200 < th dose independent rect. 4 14
141 280.45 humidity 90 43200 < th dose independent rect. 11 21
175 280.59 humidity 80 43200 > th dose dependent rect. 18 23
176 280.60 humidity 80 43200 > th dose dependent rect. 9 23
180 280.62 humidity 80 43200 > th dose dependent sin 17 NA
181 280.62 humidity 80 43200 > th dose dependent rect. 10 16
196 280.68 humidity 80 43200 > th dose dependent rect. 16 8
250 280.98 humidity 90 43200 < th dose independent no NA NA
261 281.02 humidity 90 43200 < th dose independent rect. 23 23
276 281.15 humidity 90 43200 < th dose independent rect. 2 23
279 281.17 humidity 90 43200 > th dose independent rect. 16 17
282 281.18 humidity 90 43200 > th dose independent rect. 18 17
286 281.19 humidity 90 43200 > th dose independent sin 16 NA
418 281.66 humidity 90 43200 > th dose dependent sin 15 NA
450 281.77 humidity 90 43200 < th dose independent sin 6 NA
502 281.91 humidity 90 43200 > th dose dependent rect. 16 16
542 282.04 humidity 90 43200 > th dose independent no NA NA
588 282.17 humidity 90 43200 > th dose independent rect. 23 23
594 282.19 humidity 80 43200 < th dose independent sin 0 NA
604 282.21 humidity 90 43200 < th dose independent rect. 2 9
614 282.25 humidity 90 43200 > th dose independent rect. 1 23
642 282.32 humidity 90 43200 > th dose independent rect. 3 23
671 282.39 humidity 90 43200 > th dose independent rect. 5 1
735 282.54 humidity 90 43200 > th dose independent sin 7 NA
786 282.69 humidity 90 43200 > th dose independent rect. 3 6
851 282.87 humidity 90 43200 > th dose independent rect. 4 4
905 283.03 humidity 90 43200 > th dose dependent rect. 3 5
941 283.15 humidity 90 43200 > th dose independent rect. 2 9
950 283.17 humidity 90 43200 > th dose dependent rect. 4 3
958 283.22 humidity 80 43200 < th dose independent rect. 13 2
976 283.28 humidity 90 43200 > th dose independent rect. 1 11