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Os01g0511000

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

Description : Similar to LOB domain protein 40.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.64 (0.0768) R2 : 0.754
β1 : -0.67 (0.28) R2dD : 0.00387 R2D : 0.00419
β2 : 4.99 (0.289) R2dC : 0.375 R2C : -0.74
β3 : 8.54 (0.245) R2dE : 1.48 R2E : 0.372
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.675 (0.163) R2dN8 : 0.0116 R2N8 : 0.00294
σ : 1.43
deviance : 942.86
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C
peak time of C : 8.67
E
wheather : radiation
threshold : 0.66
memory length : 39
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 8.2
open length of G : --

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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 = sin)

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
939.64 1.44 8.61 -0.574 5.02 8.48 -2.9 -2.5 -0.637 8.6 0.5542 37 8.2 --
944.79 1.43 8.69 -0.642 5.05 8.58 -0.58 -- -0.764 8.6 0.6 39 8.31 --
945 1.43 8.61 -0.709 4.99 8.44 -- -0.488 -0.631 8.56 0.6116 37 8.24 --
942.86 1.43 8.64 -0.67 4.99 8.54 -- -- -0.675 8.67 0.66 39 8.2 --
1374.23 1.73 8.72 -0.936 -- 5.48 -- -1.28 -0.567 -- 0.787 68 6.61 --
1797.62 1.99 8.84 -1.23 5.67 -- -0.673 -- -0.741 1.3 -- -- -- --
1799.48 1.99 8.83 -1.2 5.67 -- -- -- -0.737 1.3 -- -- -- --
1360.94 1.72 8.72 -0.989 -- 5.46 -- -- -0.485 -- 1.1 66 6.36 --
955.98 1.44 8.61 -- 4.96 8.44 -- -- -0.568 8.58 0.6003 39 8.27 --
3786.08 2.88 8.75 -0.982 -- -- -- -- -0.62 -- -- -- -- --
1837.64 2.01 8.8 -- 5.65 -- -- -- -0.603 1.29 -- -- -- --
1384.77 1.73 8.71 -- -- 5.47 -- -- -0.414 -- 1.052 60 6.33 --
3811.52 2.88 8.73 -- -- -- -- -- -0.511 -- -- -- -- --

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
1 972.03 radiation 1.0 30 < th dose dependent sin 14 NA
4 1027.59 radiation 1.0 90 < th dose independent sin 14 NA
5 1029.99 radiation 1.0 90 > th dose independent sin 14 NA
6 1031.47 temperature 10.0 90 > th dose dependent rect. 5 13
12 1053.24 temperature 30.0 30 < th dose independent rect. 18 11
20 1077.09 radiation 1.0 30 < th dose dependent rect. 18 20
26 1081.05 radiation 1.0 30 < th dose dependent rect. 18 18
29 1083.53 radiation 1.0 30 < th dose dependent rect. 18 14
41 1094.76 radiation 1.0 30 < th dose dependent rect. 7 23
43 1096.02 radiation 1.0 30 < th dose dependent no NA NA
44 1096.02 radiation 1.0 30 < th dose dependent rect. 11 21
50 1096.02 radiation 1.0 30 < th dose dependent rect. 13 23
51 1096.02 radiation 1.0 30 < th dose dependent rect. 15 23
55 1099.13 radiation 1.0 30 < th dose dependent rect. 13 19
68 1102.53 radiation 1.0 30 < th dose dependent rect. 18 12
79 1107.00 radiation 1.0 30 < th dose dependent rect. 15 17
93 1109.15 radiation 1.0 90 < th dose independent rect. 5 23
128 1121.30 radiation 1.0 90 < th dose independent rect. 17 20
138 1124.54 radiation 1.0 90 < th dose independent rect. 17 22
139 1125.51 radiation 1.0 90 > th dose independent rect. 14 16
169 1131.48 humidity 60.0 30 > th dose independent rect. 18 11
214 1139.62 radiation 1.0 90 < th dose independent rect. 17 12
257 1158.06 temperature 10.0 1440 > th dose independent rect. 15 4
261 1158.06 temperature 10.0 1440 > th dose independent rect. 19 20
269 1161.17 precipitation 0.1 90 < th dose independent rect. 5 13
270 1161.17 precipitation 0.1 90 < th dose dependent rect. 5 13
273 1166.02 radiation 1.0 90 < th dose independent rect. 15 22
291 1175.77 radiation 1.0 90 < th dose independent rect. 13 23
298 1178.88 radiation 1.0 90 < th dose independent rect. 15 14
299 1179.39 temperature 15.0 90 > th dose dependent rect. 14 4
302 1179.93 radiation 1.0 90 < th dose independent no NA NA
305 1180.26 radiation 1.0 90 < th dose independent rect. 9 23
310 1181.02 radiation 1.0 90 > th dose independent no NA NA
311 1181.02 radiation 1.0 90 > th dose independent rect. 4 15
393 1185.04 radiation 1.0 90 < th dose independent rect. 13 16
411 1187.47 temperature 15.0 270 > th dose dependent rect. 14 1
434 1196.71 radiation 1.0 90 > th dose independent rect. 14 5
484 1209.36 temperature 10.0 90 > th dose independent rect. 18 11
486 1209.36 radiation 20.0 90 < th dose independent rect. 18 11
489 1209.36 temperature 10.0 90 > th dose independent rect. 5 13
490 1209.36 atmosphere 1015.0 90 < th dose independent rect. 5 13
493 1209.71 atmosphere 995.0 90 > th dose independent rect. 18 11
501 1212.07 wind 9.0 90 < th dose independent rect. 18 11
541 1220.93 wind 9.0 90 < th dose independent rect. 5 13
569 1224.62 humidity 90.0 90 < th dose independent rect. 14 4
679 1230.64 temperature 30.0 720 < th dose independent rect. 17 3
703 1233.32 precipitation 0.1 90 < th dose independent rect. 14 4
704 1233.32 precipitation 0.1 90 < th dose dependent rect. 14 4
708 1234.26 temperature 25.0 90 > th dose independent rect. 14 4
709 1234.34 wind 1.0 90 > th dose independent rect. 18 11
781 1244.50 radiation 30.0 1440 < th dose independent rect. 17 2
792 1246.57 radiation 10.0 720 < th dose dependent rect. 17 2
806 1248.31 radiation 1.0 270 > th dose independent rect. 14 1
809 1249.22 temperature 20.0 270 > th dose independent rect. 14 1
811 1249.43 wind 1.0 270 > th dose independent rect. 14 1
816 1250.07 atmosphere 1000.0 270 > th dose independent rect. 14 1
835 1252.56 precipitation 0.1 270 < th dose independent rect. 14 1
836 1252.56 precipitation 0.1 270 < th dose dependent rect. 14 1
844 1254.20 temperature 10.0 270 > th dose independent rect. 14 1
846 1254.20 atmosphere 1010.0 270 < th dose independent rect. 14 1
848 1254.20 temperature 10.0 270 > th dose independent rect. 15 23
864 1256.96 wind 9.0 270 < th dose independent rect. 14 1
865 1257.40 humidity 60.0 720 > th dose independent rect. 17 3
874 1259.50 wind 1.0 90 > th dose independent rect. 14 4
879 1259.96 precipitation 0.1 90 < th dose independent rect. 18 11
880 1259.96 precipitation 0.1 90 < th dose dependent rect. 18 11
887 1261.01 temperature 15.0 10 > th dose dependent rect. 14 5
889 1261.23 radiation 1.0 90 > th dose independent rect. 7 23
892 1263.24 humidity 50.0 270 > th dose independent rect. 14 1
898 1265.28 temperature 10.0 90 > th dose independent rect. 14 4
900 1265.28 atmosphere 1010.0 90 < th dose independent rect. 14 4
902 1265.28 temperature 10.0 90 > th dose independent rect. 18 20
903 1265.59 atmosphere 995.0 90 > th dose independent rect. 18 20
932 1270.43 wind 9.0 90 < th dose independent rect. 14 4
937 1271.61 radiation 40.0 90 < th dose independent rect. 14 4
938 1271.70 wind 9.0 90 < th dose independent rect. 18 20
941 1273.42 atmosphere 995.0 90 > th dose independent rect. 5 13
976 1279.88 atmosphere 1000.0 90 > th dose independent rect. 14 4
978 1280.32 radiation 1.0 720 < th dose independent rect. 18 1
979 1280.77 radiation 1.0 90 > th dose independent rect. 11 23
981 1281.02 atmosphere 1015.0 1440 < th dose independent rect. 15 4
988 1283.51 wind 1.0 270 > th dose dependent rect. 14 1
994 1284.76 radiation 1.0 90 > th dose dependent rect. 16 15