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

373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
373360
371192
370004
373360
373360
373360
373360

12.150
-805736.479
2.297
1.602
1.037
35.565
1.468
1.543
18767.702
17395.331
2010.875
6.711
44.995
1.620
61.996
38.606
44.844
61.774
38.263
1.214
44.995
2.237
462.123
2003.873
0.261
0.295
0.035
0.028
1.602
1.037
1.602
61.996
38.606
1.037
61.773
38.263
462.030
90601.990
128079.749
1.543
2.705
90.472
203.129
166.126
2652.362
7370.668
298686.846
277084.847
244794.803
1.602
1.602
1.037
1.037

4.479
3600475.850
1.449
0.536
0.188
11.852
0.499
0.498
2239.200
2353.755
6.118
3.513
21.040
0.485
47.263
47.288
20.507
47.546
47.555
0.410
21.040
1.282
580.998
0.333
0.076
0.000
0.010
0.000
0.163
0.011
0.567
47.263
47.288
0.166
47.546
47.554
580.995
53990.560
76988.102
0.498
1.094
78.528
73.565
61.634
1209.501
4416.467
121953.961
237784.055
162475.758
0.536
0.536
0.188
0.188

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
0.295
0.016
0.028
1.328
1.016
-4.069
-4.069
-4.069
0.995
0.995
0.995
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
64720.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
215948.000
10.000
4.000
2.000
98.000
2.000
2.000
22437.000
21809.000
2021.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2217.000
2004.000
0.340
0.295
0.082
0.028
2.020
1.090
6.202
99.000
99.000
2.321
99.000
99.000
2217.000
184646.000
263067.000
2.000
4.000
229.000
324.000
276.000
4336.000
16515.000
529826.000
534477.000
532602.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2102

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

547180

547206

547209

547190

547209

11.611

-995995.204

2.325

1.563

1.060

34.384

1.413

5.016

3872682.959

1.520

0.657

0.305

13.379

0.492

0.000

-99100229.00

1.000

0.000

1.000

22.000

215948.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2102

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	26529	4.85	0.00	6.00	0.58
2	4057	0.74	0.00	6.00	0.63
3	14374	2.63	0.00	6.00	0.57
4	14741	2.69	0.00	6.00	0.70
5	16426	3.00	0.00	6.00	0.46
6	40540	7.41	0.00	6.00	0.55
7	55912	10.22	0.00	7.00	0.65
8	1093	0.20	0.00	3.00	0.58
9	2251	0.41	0.00	6.00	0.57
10	10743	1.96	0.00	6.00	0.71
11	3901	0.71	0.00	6.00	0.54
12	13506	2.47	0.00	8.00	0.65
13	14627	2.67	0.00	9.00	0.78
14	214392	39.18	0.00	6.00	0.63
15	1028	0.19	0.00	6.00	0.54
16	71659	13.10	0.00	6.00	0.75
17	2181	0.40	0.00	6.00	0.59
18	9612	1.76	0.00	6.00	0.71
19	53	0.01	1.00	2.00	0.50
20	28015	5.12	0.00	7.00	0.71
22	1515	0.28	0.00	4.00	0.50

cattle - hol - ce - 2102

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14931	4.00	1.00	4.00	0.53
3	6373	1.71	1.00	4.00	0.51
4	6923	1.85	1.00	4.00	0.50
5	6225	1.67	1.00	4.00	0.29
6	27026	7.24	1.00	4.00	0.45
7	35928	9.62	1.00	4.00	0.50
10	6213	1.66	1.00	4.00	0.52
11	1277	0.34	1.00	4.00	0.30
12	7080	1.90	1.00	4.00	0.47
14	182635	48.92	1.00	4.00	0.54
16	54729	14.66	1.00	4.00	0.58
18	23099	6.19	1.00	4.00	0.55
22	921	0.25	1.00	4.00	0.46

cattle - hol - ce - 2102

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1034	23.85
4	310	7.15
5-10	983	22.67
11-20	683	15.75
21-30	323	7.45
31-40	211	4.87
41-50	138	3.18
51-100	313	7.22
101-150	115	2.65
151-200	55	1.27
201-250	29	0.67
> 250	142	3.27
Sum	4336	100.00

cattle - hol - ce - 2102

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	4,567	1.00	99.00	4,567	1.00	99.00	4,567	1.00	99.00	4,567	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	7,401	1.00	99.00	7,401	1.00	99.00	7,401	1.00	99.00	7,401	1.00	99.00
2002	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00	8,524	1.00	99.00
2003	8,306	1.00	99.00	8,306	1.00	99.00	8,306	1.00	99.00	8,306	1.00	99.00
2004	10,915	1.00	99.00	10,915	1.00	99.00	10,915	1.00	99.00	10,915	1.00	99.00
2005	16,428	1.00	99.00	16,428	1.00	99.00	16,428	1.00	99.00	16,428	1.00	99.00
2006	19,407	1.00	99.00	19,407	1.00	99.00	19,407	1.00	99.00	19,407	1.00	99.00
2007	21,203	1.00	99.00	21,203	1.00	99.00	21,203	1.00	99.00	21,203	1.00	99.00
2008	22,746	1.00	99.00	22,746	1.00	99.00	22,746	1.00	99.00	22,746	1.00	99.00
2009	22,915	1.00	99.00	22,915	1.00	99.00	22,915	1.00	99.00	22,915	1.00	99.00
2010	22,846	1.00	99.00	22,846	1.00	99.00	22,846	1.00	99.00	22,846	1.00	99.00
2011	14,147	1.00	99.00	14,147	1.00	99.00	14,147	1.00	99.00	14,147	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	22,787	1.00	99.00	22,787	1.00	99.00	22,787	1.00	99.00	22,787	1.00	99.00
2014	23,985	1.00	99.00	23,985	1.00	99.00	23,985	1.00	99.00	23,985	1.00	99.00
2015	23,731	1.00	99.00	23,731	1.00	99.00	23,731	1.00	99.00	23,731	1.00	99.00
2016	22,640	1.00	99.00	22,640	1.00	99.00	22,640	1.00	99.00	22,640	1.00	99.00
2017	20,444	1.00	99.00	20,444	1.00	99.00	20,444	1.00	99.00	20,444	1.00	99.00
2018	19,098	1.00	99.00	19,098	1.00	99.00	19,098	1.00	99.00	19,098	1.00	99.00
2019	17,363	1.00	99.00	17,363	1.00	99.00	17,363	1.00	99.00	17,363	1.00	99.00
2020	17,872	1.00	99.00	17,872	1.00	99.00	17,872	1.00	99.00	17,872	1.00	99.00
2021	6,872	1.00	99.00	6,872	1.00	99.00	6,872	1.00	99.00	6,872	1.00	99.00
Sum	373,360	1.00	99.00	373,360	1.00	99.00	373,360	1.00	99.00	373,360	1.00	99.00

cattle - hol - ce - 2102