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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.

Os07g0568700

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

Description : Polygalacturonase inhibitor 1 precursor (Polygalacturonase-inhibiting protein) (Floral organ regulator 1).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.73 (0.0585) R2 : 0.471
β1 : -2.37 (0.228) R2dD : 0.139 R2D : 0.154
β2 : 1.58 (0.145) R2dC : 0.148 R2C : 0.112
β3 : 1.93 (0.288) R2dE : 0.0604 R2E : 0.111
β4 : -2.33 (0.599) R2dD*C : 0.0185 R2D*C : 0.0122
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.951 (0.127) R2dN8 : 0.0941 R2N8 : 0.0504
σ : 1.08
deviance : 542.31
__
_____
C
peak time of C : 8.76
E
wheather : wind
threshold : 5.9
memory length : 2543
response mode : > th
dose dependency : dose dependent
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 = wind, 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
528.22 1.08 5.61 -2.49 1.63 0.686 -2.45 -7.76 -0.924 8.8 4.354 2643 -- --
542.31 1.08 5.73 -2.37 1.58 1.93 -2.33 -- -0.951 8.76 5.9 2543 -- --
546.48 1.09 5.61 -2.55 1.64 0.718 -- -7.5 -0.919 8.96 4.398 2757 -- --
560.21 1.1 5.72 -2.34 1.62 1.96 -- -- -0.949 8.93 5.001 2768 -- --
695.19 1.23 5.67 -2.54 -- 0.656 -- -6.77 -0.899 -- 4.722 2805 -- --
596.62 1.15 5.77 -2.82 1.57 -- -2.31 -- -1.15 8.5 -- -- -- --
612.78 1.16 5.77 -2.88 1.57 -- -- -- -1.15 8.8 -- -- -- --
706.23 1.24 5.76 -2.37 -- 1.74 -- -- -0.909 -- 6.345 2859 -- --
650.34 1.19 5.8 -- 1.68 3.1 -- -- -1.38 8.7 3.597 6026 -- --
752.5 1.28 5.81 -2.88 -- -- -- -- -1.14 -- -- -- -- --
831.94 1.35 5.7 -- 1.56 -- -- -- -0.828 8.94 -- -- -- --
799.26 1.32 5.88 -- -- 2.96 -- -- -1.38 -- 3.698 5858 -- --
971.63 1.45 5.74 -- -- -- -- -- -0.817 -- -- -- -- --

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
1 520.30 precipitation 0.1 1440 < th dose independent rect. 3 1
2 520.30 precipitation 0.1 1440 < th dose dependent rect. 3 1
3 520.40 humidity 80.0 4320 > th dose independent rect. 22 1
4 521.79 humidity 80.0 4320 < th dose independent rect. 22 1
5 522.49 wind 5.0 4320 < th dose independent rect. 24 1
6 523.35 wind 5.0 4320 > th dose independent rect. 24 1
7 524.05 wind 3.0 1440 > th dose independent rect. 2 1
8 524.34 precipitation 0.1 1440 > th dose independent rect. 3 1
9 524.54 precipitation 0.1 1440 > th dose dependent rect. 3 1
10 526.95 humidity 80.0 4320 > th dose independent rect. 21 3
11 527.28 wind 3.0 1440 < th dose independent rect. 2 1
14 531.41 wind 7.0 4320 < th dose independent rect. 18 2
17 532.10 wind 7.0 4320 > th dose independent rect. 18 2
21 532.63 wind 7.0 4320 > th dose independent rect. 17 4
22 532.70 wind 5.0 4320 > th dose dependent rect. 18 3
23 533.05 wind 5.0 4320 > th dose dependent rect. 18 1
36 534.67 precipitation 0.1 270 > th dose independent rect. 2 2
38 534.77 precipitation 0.1 270 > th dose dependent rect. 2 2
44 536.25 wind 1.0 1440 > th dose dependent rect. 2 1
60 537.83 wind 7.0 4320 > th dose independent rect. 15 12
63 537.99 wind 5.0 4320 > th dose independent rect. 18 10
65 537.99 wind 7.0 4320 < th dose independent rect. 15 13
70 538.21 wind 5.0 4320 > th dose dependent rect. 15 13
76 538.40 wind 5.0 4320 < th dose independent rect. 18 11
162 540.15 temperature 20.0 30 > th dose dependent rect. 18 8
170 540.22 precipitation 0.1 270 > th dose independent rect. 2 8
194 540.58 precipitation 0.1 270 > th dose dependent rect. 2 8
203 540.76 wind 9.0 1440 < th dose dependent rect. 2 1
205 540.82 temperature 20.0 30 > th dose dependent rect. 18 10
244 541.62 wind 5.0 4320 > th dose dependent rect. 24 1
247 541.66 radiation 1.0 1440 < th dose independent rect. 11 1
248 541.66 radiation 1.0 1440 < th dose dependent rect. 11 1
252 541.76 temperature 30.0 720 > th dose independent rect. 13 1
253 541.78 precipitation 0.1 270 > th dose independent rect. 2 6
263 542.04 humidity 60.0 14400 > th dose independent rect. 6 2
264 542.08 precipitation 0.1 1440 < th dose independent rect. 24 4
266 542.08 precipitation 0.1 1440 < th dose dependent rect. 24 4
275 542.25 precipitation 0.1 270 > th dose dependent rect. 2 6
306 542.82 wind 5.0 4320 > th dose independent sin 13 NA
341 543.29 wind 5.0 4320 > th dose dependent sin 13 NA
367 543.67 wind 5.0 4320 < th dose independent sin 13 NA
379 543.76 wind 7.0 1440 > th dose dependent rect. 1 4
425 544.50 wind 1.0 720 < th dose independent rect. 23 1
434 544.57 wind 7.0 1440 < th dose independent rect. 6 2
465 545.15 wind 7.0 1440 > th dose independent rect. 1 4
475 545.30 wind 5.0 4320 < th dose independent rect. 21 1
491 545.48 temperature 25.0 10 < th dose independent rect. 3 6
503 545.59 precipitation 0.1 1440 > th dose independent rect. 24 4
512 545.71 precipitation 0.1 1440 > th dose dependent rect. 24 4
531 545.98 precipitation 0.1 270 > th dose independent rect. 24 10
551 546.17 wind 7.0 1440 > th dose dependent rect. 3 2
572 546.38 precipitation 0.1 270 > th dose dependent rect. 24 10
589 546.64 wind 7.0 1440 > th dose independent rect. 3 2
603 546.91 wind 1.0 270 < th dose dependent rect. 22 4
606 546.94 wind 3.0 1440 > th dose independent rect. 1 11
617 547.08 wind 9.0 14400 > th dose independent rect. 1 1
620 547.08 wind 9.0 14400 > th dose dependent rect. 1 1
631 547.19 temperature 25.0 270 > th dose independent rect. 1 7
661 547.50 temperature 25.0 720 > th dose dependent rect. 13 6
669 547.57 wind 3.0 1440 > th dose dependent rect. 21 15
671 547.59 temperature 15.0 10 > th dose dependent sin 13 NA
684 547.75 wind 3.0 1440 > th dose independent rect. 20 16
726 548.02 radiation 1.0 1440 > th dose independent rect. 5 10
770 548.35 wind 3.0 1440 > th dose dependent sin 8 NA
776 548.42 radiation 1.0 1440 < th dose independent rect. 5 10
781 548.46 wind 3.0 1440 > th dose dependent rect. 24 12
784 548.51 temperature 20.0 1440 > th dose independent rect. 3 1
786 548.54 precipitation 0.1 270 < th dose independent sin 5 NA
787 548.54 precipitation 0.1 270 < th dose dependent sin 5 NA
789 548.58 radiation 1.0 1440 > th dose independent rect. 18 21
791 548.59 wind 9.0 1440 < th dose independent rect. 24 10
813 548.68 radiation 1.0 1440 < th dose independent rect. 1 14
822 548.78 temperature 20.0 1440 > th dose independent rect. 1 1
823 548.78 temperature 20.0 1440 > th dose independent rect. 1 3
825 548.78 radiation 1.0 1440 < th dose independent rect. 19 20
829 548.81 radiation 1.0 1440 < th dose independent rect. 21 18
830 548.83 temperature 20.0 1440 < th dose independent rect. 3 1
832 548.84 temperature 25.0 30 > th dose independent rect. 18 9
838 548.86 radiation 1.0 1440 < th dose independent rect. 23 16
870 549.16 temperature 25.0 720 > th dose dependent rect. 16 1
936 549.46 temperature 20.0 1440 < th dose independent rect. 24 4
942 549.53 temperature 20.0 720 > th dose independent rect. 18 6
951 549.60 wind 5.0 1440 < th dose independent sin 9 NA
970 549.68 wind 5.0 1440 > th dose independent sin 9 NA
978 549.70 temperature 25.0 720 > th dose dependent rect. 13 2