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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.

Os04g0156200

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

Description : Prefoldin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.23 (0.0442) R2 : 0.378
β1 : -2.19 (0.162) R2dD : 0.261 R2D : 0.291
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.65 (0.0943) R2dN8 : 0.0868 R2N8 : 0.118
σ : 0.829
deviance : 314.72
__
_____
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 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
277.68 0.783 4.22 -2.46 0.319 -0.716 -1.06 -3.51 0.671 16.4 40.47 3150 -- --
290.78 0.794 4.19 -2.22 0.342 -0.78 -1.07 -- 0.715 16.6 30.09 3260 -- --
280.56 0.78 4.22 -2.47 0.31 -0.718 -- -3.76 0.667 15.9 41.82 3151 -- --
294.22 0.799 4.21 -2.14 0.319 -0.621 -- -- 0.763 16.4 20 2707 -- --
285.72 0.787 4.22 -2.49 -- -0.716 -- -3.99 0.653 -- 41.85 3150 -- --
304.35 0.818 4.23 -2.17 0.364 -- -1.07 -- 0.665 15.9 -- -- -- --
307.57 0.821 4.23 -2.18 0.357 -- -- -- 0.659 15.4 -- -- -- --
299.6 0.806 4.21 -2.16 -- -0.662 -- -- 0.753 -- 20 2709 -- --
414.56 0.948 4.15 -- 0.365 -0.74 -- -- 1.03 16.5 20 2680 -- --
314.72 0.829 4.23 -2.19 -- -- -- -- 0.65 -- -- -- -- --
432.8 0.973 4.17 -- 0.4 -- -- -- 0.902 15.4 -- -- -- --
413.59 0.947 4.14 -- -- -0.81 -- -- 1.03 -- 20 1256 -- --
441.79 0.981 4.17 -- -- -- -- -- 0.893 -- -- -- -- --

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
1 271.85 radiation 40.0 4320 > th dose independent rect. 7 3
18 272.01 wind 9.0 1440 < th dose independent rect. 3 7
19 272.97 wind 9.0 43200 > th dose independent rect. 10 3
20 273.07 wind 9.0 43200 < th dose independent rect. 10 3
23 273.42 precipitation 0.1 43200 > th dose dependent rect. 4 8
24 273.56 precipitation 0.1 43200 < th dose independent rect. 4 8
25 273.56 precipitation 0.1 43200 < th dose dependent rect. 4 8
26 273.57 precipitation 0.1 43200 > th dose independent rect. 4 8
27 273.58 precipitation 0.1 43200 > th dose dependent rect. 4 10
28 273.62 precipitation 0.1 43200 < th dose independent rect. 5 4
29 273.62 precipitation 0.1 43200 < th dose dependent rect. 5 4
30 273.67 precipitation 0.1 43200 < th dose independent rect. 7 2
31 273.67 precipitation 0.1 43200 < th dose dependent rect. 7 2
60 273.94 precipitation 0.1 43200 > th dose dependent rect. 3 14
62 273.95 precipitation 0.1 43200 > th dose dependent rect. 5 4
64 273.96 precipitation 0.1 43200 > th dose independent rect. 5 4
65 273.96 precipitation 0.1 43200 > th dose dependent rect. 3 12
67 274.01 precipitation 0.1 43200 > th dose independent rect. 4 10
79 274.10 precipitation 0.1 43200 > th dose independent rect. 7 2
81 274.11 precipitation 0.1 43200 > th dose dependent rect. 7 2
85 274.20 precipitation 0.1 43200 > th dose dependent rect. 24 6
87 274.26 radiation 40.0 4320 > th dose independent sin 11 NA
92 274.32 radiation 20.0 4320 > th dose independent rect. 16 16
114 274.61 precipitation 0.1 43200 < th dose independent rect. 3 14
115 274.61 precipitation 0.1 43200 < th dose dependent rect. 3 14
116 274.63 precipitation 0.1 43200 > th dose independent rect. 24 6
121 274.66 precipitation 0.1 43200 > th dose independent rect. 3 14
122 274.68 wind 7.0 43200 > th dose dependent rect. 10 2
123 274.69 precipitation 0.1 43200 < th dose independent rect. 24 6
124 274.69 precipitation 0.1 43200 < th dose dependent rect. 24 6
128 274.72 precipitation 0.1 43200 > th dose dependent sin 4 NA
165 275.05 precipitation 0.1 43200 > th dose independent sin 4 NA
169 275.06 precipitation 0.1 43200 < th dose independent sin 4 NA
170 275.06 wind 9.0 43200 < th dose independent rect. 5 8
173 275.06 precipitation 0.1 43200 < th dose dependent sin 4 NA
194 275.18 precipitation 0.1 43200 > th dose independent rect. 24 12
202 275.22 wind 1.0 1440 < th dose dependent rect. 22 1
206 275.24 precipitation 0.1 43200 < th dose independent rect. 24 12
209 275.24 precipitation 0.1 43200 < th dose dependent rect. 24 12
220 275.27 precipitation 0.1 43200 < th dose independent rect. 3 17
224 275.27 precipitation 0.1 43200 < th dose dependent rect. 3 17
229 275.31 precipitation 0.1 43200 > th dose independent rect. 3 17
236 275.35 precipitation 0.1 43200 < th dose independent rect. 5 1
238 275.35 precipitation 0.1 43200 < th dose dependent rect. 5 1
245 275.39 wind 9.0 43200 < th dose independent rect. 24 13
262 275.45 precipitation 0.1 43200 > th dose dependent rect. 1 4
271 275.50 precipitation 0.1 43200 > th dose dependent rect. 19 15
279 275.54 wind 7.0 43200 > th dose dependent rect. 4 9
303 275.63 precipitation 0.1 43200 > th dose dependent rect. 23 18
326 275.71 radiation 40.0 4320 > th dose dependent rect. 9 1
350 275.84 wind 3.0 1440 > th dose dependent rect. 6 4
351 275.85 precipitation 0.1 43200 > th dose independent rect. 1 4
372 275.90 precipitation 0.1 43200 < th dose independent rect. 19 15
374 275.90 precipitation 0.1 43200 < th dose dependent rect. 19 15
382 275.94 wind 1.0 270 < th dose dependent rect. 22 1
383 275.95 precipitation 0.1 43200 > th dose independent rect. 19 15
392 276.01 radiation 30.0 4320 > th dose dependent rect. 7 4
468 276.14 precipitation 0.1 43200 < th dose independent rect. 21 13
470 276.14 precipitation 0.1 43200 < th dose dependent rect. 21 13
503 276.23 wind 9.0 43200 > th dose independent rect. 4 9
521 276.29 precipitation 0.1 43200 > th dose dependent rect. 3 17
558 276.46 radiation 40.0 4320 < th dose independent rect. 2 9
563 276.49 radiation 40.0 4320 < th dose independent rect. 4 7
576 276.50 radiation 40.0 4320 < th dose independent rect. 18 17
577 276.51 radiation 40.0 4320 < th dose independent rect. 7 4
587 276.53 radiation 40.0 4320 < th dose independent rect. 20 15
612 276.60 precipitation 0.1 43200 > th dose dependent rect. 19 19
643 276.76 precipitation 0.1 43200 > th dose independent rect. 23 21
649 276.77 precipitation 0.1 43200 < th dose independent rect. 23 21
651 276.77 precipitation 0.1 43200 < th dose dependent rect. 23 21
684 276.85 precipitation 0.1 43200 > th dose dependent rect. 23 21
695 276.91 radiation 1.0 4320 > th dose independent rect. 18 11
732 277.03 radiation 1.0 4320 > th dose independent rect. 18 1
796 277.24 radiation 30.0 4320 > th dose dependent sin 11 NA
801 277.30 temperature 25.0 4320 < th dose independent rect. 22 11
809 277.33 precipitation 0.1 43200 > th dose independent rect. 19 19
817 277.38 precipitation 0.1 43200 < th dose independent rect. 19 19
819 277.38 precipitation 0.1 43200 < th dose dependent rect. 19 19
821 277.39 wind 7.0 4320 > th dose dependent rect. 6 4
830 277.43 wind 9.0 1440 > th dose independent rect. 9 1
876 277.54 wind 5.0 1440 < th dose independent rect. 6 3
884 277.57 wind 7.0 4320 > th dose dependent sin 6 NA
892 277.60 wind 7.0 4320 > th dose dependent rect. 22 16
894 277.62 wind 7.0 4320 < th dose independent rect. 11 1
896 277.62 radiation 1.0 1440 < th dose independent rect. 1 6
914 277.68 radiation 1.0 1440 < th dose independent rect. 23 8
918 277.69 radiation 1.0 1440 > th dose independent rect. 4 3
937 277.72 radiation 1.0 1440 < th dose independent rect. 20 11