CRO BV Cattle

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika podataka za izračun UV

region
herd
parity
calvdiff
stillb
weight
source
sex
birth_dt
birth_dt_dam
ycalv
mcalv
age_c
parity2
calvdiff1
calvdiff2
age_c2
stillb1
stillb2
sex1
age_x
parity_c
n_hycalv
ycalv2
varObsCE
varExpCE
varObsSB
varExpSB
meanObsCE
meanObsSB
calvdiffs
calvdiff1s
calvdiff2s
stillbs
stillb1s
stillb2s
n_hycalv1
perma
perm2a
sexa
sexpa
sexpaga
calvsa
regya
herda
herdya
idanima
idsirea
iddama
y3103
y3104
y3105
y3106

222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
222931
220294
219033
222931
222931
222931
222931

11.747
-1312313.206
2.313
1.597
1.057
36.023
1.160
1.553
17483.834
16090.394
2007.362
6.717
45.686
1.620
62.008
38.589
45.521
61.801
38.256
1.211
45.686
2.247
261.878
2003.811
0.253
0.314
0.053
0.053
1.597
1.057
1.597
62.009
38.588
1.057
61.801
38.256
261.742
60927.056
80197.027
1.553
2.725
90.728
160.949
115.011
2308.457
6345.912
199892.294
185034.324
157359.152
1.597
1.597
1.057
1.057

4.782
4430310.891
1.471
0.549
0.231
11.154
0.367
0.497
1612.690
1738.909
4.399
3.486
21.134
0.485
47.266
47.283
20.560
47.529
47.543
0.408
21.134
1.290
356.495
0.392
0.092
0.000
0.012
0.000
0.219
0.014
0.601
47.265
47.285
0.230
47.529
47.543
356.404
35406.822
46780.462
0.497
1.104
78.296
52.981
48.359
1146.304
3811.468
84580.690
157938.298
96335.140
0.549
0.549
0.231
0.231

1.000
-21270001.00
1.000
1.000
1.000
0.000
1.000
1.000
12513.000
8705.000
1997.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
1.000
1.000
18.000
1.000
3.000
2003.000
0.009
0.314
0.016
0.053
1.295
1.017
-3.989
-3.989
-3.989
0.987
0.987
0.987
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
35610.000
2.000
7.000
1.000
1.000
1.000
1.000

22.000
175540.000
10.000
4.000
2.000
98.000
2.000
2.000
20177.000
19520.000
2015.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2063.000
2004.000
0.356
0.314
0.101
0.053
2.021
1.114
6.355
99.000
99.000
2.784
99.000
99.000
2063.000
125121.000
164439.000
2.000
4.000
229.000
249.000
201.000
4010.000
13645.000
347464.000
349516.000
347857.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1501

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

391979

392005

392008

391991

392008

11.131

-1423060.831

2.369

1.603

1.077

35.551

1.180

5.275

4504515.003

1.550

0.640

0.345

12.018

0.384

0.000

-99100229.00

1.000

0.000

1.000

22.000

176079.000

94.000

9.000

6.000

99.000

2.000

cattle - hol - ce - 1501

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	24270	6.19	0.00	6.00	0.55
2	3439	0.88	0.00	6.00	0.56
3	12738	3.25	0.00	6.00	0.56
4	10973	2.80	0.00	6.00	0.60
5	14575	3.72	0.00	6.00	0.44
6	34066	8.69	0.00	6.00	0.50
7	41131	10.49	0.00	7.00	0.60
8	1048	0.27	0.00	3.00	0.52
9	1724	0.44	0.00	6.00	0.54
10	8768	2.24	0.00	6.00	0.62
11	3618	0.92	0.00	6.00	0.52
12	11243	2.87	0.00	8.00	0.58
13	12368	3.16	0.00	9.00	0.81
14	134001	34.19	0.00	6.00	0.66
15	930	0.24	0.00	6.00	0.52
16	44741	11.41	0.00	6.00	0.69
17	1520	0.39	0.00	6.00	0.52
18	6586	1.68	0.00	6.00	0.63
19	44	0.01	1.00	2.00	0.46
20	22803	5.82	0.00	7.00	0.69
22	1370	0.35	0.00	4.00	0.48

cattle - hol - ce - 1501

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	12110	5.43	1.00	4.00	0.54
3	4390	1.97	1.00	4.00	0.51
4	3715	1.67	1.00	3.00	0.47
5	4591	2.06	1.00	4.00	0.32
6	20108	9.02	1.00	4.00	0.44
7	22113	9.92	1.00	4.00	0.49
10	4887	2.19	1.00	4.00	0.52
11	1036	0.46	1.00	4.00	0.31
12	5397	2.42	1.00	4.00	0.46
14	97431	43.70	1.00	4.00	0.56
16	30303	13.59	1.00	4.00	0.57
18	16083	7.21	1.00	4.00	0.56
22	767	0.34	1.00	4.00	0.48

cattle - hol - ce - 1501

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1001	24.96
4	310	7.73
5-10	915	22.82
11-20	635	15.84
21-30	326	8.13
31-40	187	4.66
41-50	118	2.94
51-100	275	6.86
101-150	92	2.29
151-200	31	0.77
201-250	17	0.42
> 250	103	2.57
Sum	4010	100.00

cattle - hol - ce - 1501

Herd effect

Descriptive statistics by year of testing for milk traits

Year of test	calvdiff1			calvdiff2			stillb1			stillb2
Year of test	N	Min	Max	N	Min	Max	N	Min	Max	N	Min	Max
1997	4,670	1.00	99.00	4,670	1.00	99.00	4,670	1.00	99.00	4,670	1.00	99.00
1998	3,967	1.00	99.00	3,967	1.00	99.00	3,967	1.00	99.00	3,967	1.00	99.00
1999	5,377	1.00	99.00	5,377	1.00	99.00	5,377	1.00	99.00	5,377	1.00	99.00
2000	5,693	1.00	99.00	5,693	1.00	99.00	5,693	1.00	99.00	5,693	1.00	99.00
2001	6,034	1.00	99.00	6,034	1.00	99.00	6,034	1.00	99.00	6,034	1.00	99.00
2002	8,186	1.00	99.00	8,186	1.00	99.00	8,186	1.00	99.00	8,186	1.00	99.00
2003	8,261	1.00	99.00	8,261	1.00	99.00	8,261	1.00	99.00	8,261	1.00	99.00
2004	10,797	1.00	99.00	10,797	1.00	99.00	10,797	1.00	99.00	10,797	1.00	99.00
2005	15,815	1.00	99.00	15,815	1.00	99.00	15,815	1.00	99.00	15,815	1.00	99.00
2006	16,735	1.00	99.00	16,735	1.00	99.00	16,735	1.00	99.00	16,735	1.00	99.00
2007	19,167	1.00	99.00	19,167	1.00	99.00	19,167	1.00	99.00	19,167	1.00	99.00
2008	22,045	1.00	99.00	22,045	1.00	99.00	22,045	1.00	99.00	22,045	1.00	99.00
2009	22,908	1.00	99.00	22,908	1.00	99.00	22,908	1.00	99.00	22,908	1.00	99.00
2010	22,806	1.00	99.00	22,806	1.00	99.00	22,806	1.00	99.00	22,806	1.00	99.00
2011	14,177	1.00	99.00	14,177	1.00	99.00	14,177	1.00	99.00	14,177	1.00	99.00
2012	539	1.00	99.00	539	1.00	99.00	539	1.00	99.00	539	1.00	99.00
2013	12,418	1.00	99.00	12,418	1.00	99.00	12,418	1.00	99.00	12,418	1.00	99.00
2014	19,946	1.00	99.00	19,946	1.00	99.00	19,946	1.00	99.00	19,946	1.00	99.00
2015	3,390	1.00	99.00	3,390	1.00	99.00	3,390	1.00	99.00	3,390	1.00	99.00
Sum	222,931	1.00	99.00	222,931	1.00	99.00	222,931	1.00	99.00	222,931	1.00	99.00

cattle - hol - ce - 1501