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

333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
333749
331597
330279
333749
333749
333749
333749

12.083
-909710.740
2.300
1.600
1.041
35.941
1.409
1.542
18424.833
17047.057
2009.937
6.718
45.173
1.620
61.998
38.603
45.017
61.779
38.262
1.211
45.173
2.238
435.613
2003.858
0.261
0.301
0.039
0.032
1.600
1.041
1.600
61.998
38.602
1.041
61.778
38.263
435.509
82521.344
115098.623
1.542
2.704
89.959
191.865
150.180
2561.938
7204.563
274780.808
266687.892
221776.963
1.600
1.600
1.041
1.041

4.574
3786413.295
1.453
0.539
0.199
11.404
0.492
0.498
2092.283
2208.889
5.712
3.481
21.112
0.485
47.264
47.288
20.567
47.542
47.553
0.408
21.112
1.283
564.890
0.349
0.081
0.000
0.010
0.000
0.170
0.011
0.574
47.263
47.289
0.180
47.543
47.552
564.884
49438.575
69178.251
0.498
1.099
78.348
68.739
57.917
1191.542
4313.243
110855.597
216650.449
149659.687
0.539
0.539
0.199
0.199

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
0.008
0.301
0.016
0.032
1.329
1.016
-4.133
-4.133
-4.133
0.993
0.993
0.993
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
61587.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
203812.000
10.000
4.000
2.000
98.000
2.000
2.000
21844.000
21236.000
2019.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2201.000
2004.000
0.342
0.301
0.084
0.032
2.020
1.093
6.246
99.000
99.000
2.409
99.000
99.000
2201.000
168971.000
236771.000
2.000
4.000
229.000
304.000
252.000
4292.000
16064.000
486014.000
490455.000
488774.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1902

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

511536

511562

511565

511546

511565

11.509

-1073229.408

2.328

1.568

1.064

34.641

1.372

5.075

3993835.739

1.526

0.655

0.315

13.145

0.483

0.000

-99100229.00

1.000

0.000

1.000

22.000

203812.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1902

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	26143	5.11	0.00	6.00	0.58
2	3954	0.77	0.00	6.00	0.61
3	14079	2.75	0.00	6.00	0.57
4	14376	2.81	0.00	6.00	0.69
5	16100	3.15	0.00	6.00	0.46
6	39131	7.65	0.00	6.00	0.54
7	52260	10.22	0.00	7.00	0.64
8	1087	0.21	0.00	3.00	0.58
9	2151	0.42	0.00	6.00	0.57
10	10446	2.04	0.00	6.00	0.70
11	3893	0.76	0.00	6.00	0.54
12	12909	2.52	0.00	8.00	0.64
13	14281	2.79	0.00	9.00	0.78
14	195195	38.16	0.00	6.00	0.64
15	1000	0.20	0.00	6.00	0.55
16	65174	12.74	0.00	6.00	0.74
17	2059	0.40	0.00	6.00	0.60
18	8760	1.71	0.00	6.00	0.69
19	49	0.01	1.00	2.00	0.49
20	26974	5.27	0.00	7.00	0.71
22	1490	0.29	0.00	4.00	0.50

cattle - hol - ce - 1902

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14519	4.35	1.00	4.00	0.53
3	6098	1.83	1.00	4.00	0.51
4	6834	2.05	1.00	4.00	0.50
5	5942	1.78	1.00	4.00	0.29
6	25626	7.68	1.00	4.00	0.45
7	30007	8.99	1.00	4.00	0.51
10	6049	1.81	1.00	4.00	0.52
11	1271	0.38	1.00	4.00	0.29
12	6598	1.98	1.00	4.00	0.47
14	158609	47.52	1.00	4.00	0.54
16	49162	14.73	1.00	4.00	0.58
18	22131	6.63	1.00	4.00	0.55
22	903	0.27	1.00	4.00	0.46

cattle - hol - ce - 1902

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1022	23.81
4	315	7.34
5-10	971	22.62
11-20	684	15.94
21-30	317	7.39
31-40	208	4.85
41-50	140	3.26
51-100	312	7.27
101-150	109	2.54
151-200	52	1.21
201-250	27	0.63
> 250	135	3.15
Sum	4292	100.00

cattle - hol - ce - 1902

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	5,379	1.00	99.00	5,379	1.00	99.00	5,379	1.00	99.00	5,379	1.00	99.00
1998	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00
1999	6,441	1.00	99.00	6,441	1.00	99.00	6,441	1.00	99.00	6,441	1.00	99.00
2000	6,804	1.00	99.00	6,804	1.00	99.00	6,804	1.00	99.00	6,804	1.00	99.00
2001	7,399	1.00	99.00	7,399	1.00	99.00	7,399	1.00	99.00	7,399	1.00	99.00
2002	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00
2003	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00
2004	10,827	1.00	99.00	10,827	1.00	99.00	10,827	1.00	99.00	10,827	1.00	99.00
2005	16,308	1.00	99.00	16,308	1.00	99.00	16,308	1.00	99.00	16,308	1.00	99.00
2006	19,321	1.00	99.00	19,321	1.00	99.00	19,321	1.00	99.00	19,321	1.00	99.00
2007	21,020	1.00	99.00	21,020	1.00	99.00	21,020	1.00	99.00	21,020	1.00	99.00
2008	22,442	1.00	99.00	22,442	1.00	99.00	22,442	1.00	99.00	22,442	1.00	99.00
2009	22,822	1.00	99.00	22,822	1.00	99.00	22,822	1.00	99.00	22,822	1.00	99.00
2010	22,727	1.00	99.00	22,727	1.00	99.00	22,727	1.00	99.00	22,727	1.00	99.00
2011	13,887	1.00	99.00	13,887	1.00	99.00	13,887	1.00	99.00	13,887	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	21,899	1.00	99.00	21,899	1.00	99.00	21,899	1.00	99.00	21,899	1.00	99.00
2014	22,458	1.00	99.00	22,458	1.00	99.00	22,458	1.00	99.00	22,458	1.00	99.00
2015	22,255	1.00	99.00	22,255	1.00	99.00	22,255	1.00	99.00	22,255	1.00	99.00
2016	21,512	1.00	99.00	21,512	1.00	99.00	21,512	1.00	99.00	21,512	1.00	99.00
2017	19,240	1.00	99.00	19,240	1.00	99.00	19,240	1.00	99.00	19,240	1.00	99.00
2018	17,480	1.00	99.00	17,480	1.00	99.00	17,480	1.00	99.00	17,480	1.00	99.00
2019	11,605	1.00	99.00	11,605	1.00	99.00	11,605	1.00	99.00	11,605	1.00	99.00
Sum	333,749	1.00	99.00	333,749	1.00	99.00	333,749	1.00	99.00	333,749	1.00	99.00

cattle - hol - ce - 1902