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

439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
439476
437292
436108
439476
439476
439476
439476

12.308
-664860.242
2.293
1.597
1.031
35.525
1.548
1.550
19415.726
18054.672
2012.643
6.766
44.624
1.621
62.062
38.535
44.483
61.841
38.190
1.221
44.624
2.235
546.700
2003.892
0.261
0.291
0.030
0.022
1.597
1.031
1.597
62.063
38.534
1.031
61.841
38.191
546.621
104733.733
150120.542
1.550
2.721
91.375
224.419
198.489
2801.551
7483.877
338338.094
300703.490
284426.732
1.597
1.597
1.031
1.031

4.355
3335727.205
1.439
0.534
0.174
11.772
0.498
0.497
2580.057
2691.444
7.048
3.520
20.881
0.485
47.250
47.272
20.376
47.532
47.540
0.415
20.881
1.278
671.719
0.310
0.070
0.000
0.011
0.000
0.156
0.012
0.562
47.249
47.273
0.149
47.532
47.539
671.727
61982.393
90046.348
0.497
1.085
78.853
84.764
69.700
1232.309
4448.714
141506.390
276112.674
184768.872
0.534
0.534
0.174
0.174

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
0.291
0.015
0.022
1.336
1.015
-4.034
-4.034
-4.034
0.997
0.997
0.997
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
68823.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
231858.000
10.000
4.000
2.000
98.000
2.000
2.000
23792.000
23171.000
2025.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2691.000
2004.000
0.328
0.291
0.077
0.022
2.020
1.084
6.177
99.000
99.000
2.207
99.000
99.000
2691.000
212378.000
307499.000
2.000
4.000
229.000
368.000
323.000
4372.000
17143.000
605618.000
610798.000
608519.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2501

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

623787

623813

623816

623797

623816

11.795

-857950.652

2.320

1.552

1.053

34.229

1.485

4.907

3645903.841

1.507

0.655

0.287

13.437

0.500

0.000

-99100229.00

1.000

0.000

1.000

22.000

233779.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2501

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	27175	4.36	0.00	6.00	0.58
2	4336	0.70	0.00	6.00	0.63
3	14914	2.39	0.00	6.00	0.57
4	16541	2.65	0.00	6.00	0.72
5	17004	2.73	0.00	6.00	0.47
6	43354	6.95	0.00	6.00	0.56
7	63167	10.13	0.00	7.00	0.64
8	1096	0.18	0.00	3.00	0.59
9	2317	0.37	0.00	6.00	0.57
10	11279	1.81	0.00	6.00	0.71
11	3907	0.63	0.00	6.00	0.54
12	14350	2.30	0.00	8.00	0.67
13	15514	2.49	0.00	9.00	0.77
14	255574	40.97	0.00	6.00	0.62
15	1072	0.17	0.00	6.00	0.54
16	86584	13.88	0.00	6.00	0.74
17	2404	0.39	0.00	6.00	0.58
18	11328	1.82	0.00	6.00	0.69
19	54	0.01	1.00	2.00	0.50
20	30231	4.85	0.00	7.00	0.73
22	1561	0.25	0.00	4.00	0.50

cattle - hol - ce - 2501

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15412	3.51	1.00	4.00	0.53
3	6839	1.56	1.00	4.00	0.51
4	8229	1.87	1.00	4.00	0.49
5	6661	1.52	1.00	4.00	0.28
6	29067	6.61	1.00	4.00	0.46
7	41846	9.52	1.00	4.00	0.48
10	6599	1.50	1.00	4.00	0.52
11	1277	0.29	1.00	4.00	0.30
12	7556	1.72	1.00	4.00	0.48
14	221760	50.46	1.00	4.00	0.53
16	67745	15.41	1.00	4.00	0.57
18	25545	5.81	1.00	4.00	0.54
22	940	0.21	1.00	4.00	0.46

cattle - hol - ce - 2501

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1037	23.72
4	310	7.09
5-10	981	22.44
11-20	688	15.74
21-30	324	7.41
31-40	207	4.73
41-50	150	3.43
51-100	314	7.18
101-150	115	2.63
151-200	60	1.37
201-250	31	0.71
> 250	155	3.55
Sum	4372	100.00

cattle - hol - ce - 2501

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	10,921	1.00	99.00	10,921	1.00	99.00	10,921	1.00	99.00	10,921	1.00	99.00
2005	16,429	1.00	99.00	16,429	1.00	99.00	16,429	1.00	99.00	16,429	1.00	99.00
2006	19,410	1.00	99.00	19,410	1.00	99.00	19,410	1.00	99.00	19,410	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	22,749	1.00	99.00	22,749	1.00	99.00	22,749	1.00	99.00	22,749	1.00	99.00
2009	22,907	1.00	99.00	22,907	1.00	99.00	22,907	1.00	99.00	22,907	1.00	99.00
2010	22,857	1.00	99.00	22,857	1.00	99.00	22,857	1.00	99.00	22,857	1.00	99.00
2011	14,148	1.00	99.00	14,148	1.00	99.00	14,148	1.00	99.00	14,148	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	22,792	1.00	99.00	22,792	1.00	99.00	22,792	1.00	99.00	22,792	1.00	99.00
2014	23,992	1.00	99.00	23,992	1.00	99.00	23,992	1.00	99.00	23,992	1.00	99.00
2015	23,735	1.00	99.00	23,735	1.00	99.00	23,735	1.00	99.00	23,735	1.00	99.00
2016	22,641	1.00	99.00	22,641	1.00	99.00	22,641	1.00	99.00	22,641	1.00	99.00
2017	20,445	1.00	99.00	20,445	1.00	99.00	20,445	1.00	99.00	20,445	1.00	99.00
2018	19,115	1.00	99.00	19,115	1.00	99.00	19,115	1.00	99.00	19,115	1.00	99.00
2019	17,374	1.00	99.00	17,374	1.00	99.00	17,374	1.00	99.00	17,374	1.00	99.00
2020	17,890	1.00	99.00	17,890	1.00	99.00	17,890	1.00	99.00	17,890	1.00	99.00
2021	19,460	1.00	99.00	19,460	1.00	99.00	19,460	1.00	99.00	19,460	1.00	99.00
2022	18,756	1.00	99.00	18,756	1.00	99.00	18,756	1.00	99.00	18,756	1.00	99.00
2023	16,812	1.00	99.00	16,812	1.00	99.00	16,812	1.00	99.00	16,812	1.00	99.00
2024	15,629	1.00	99.00	15,629	1.00	99.00	15,629	1.00	99.00	15,629	1.00	99.00
2025	2,250	1.00	99.00	2,250	1.00	99.00	2,250	1.00	99.00	2,250	1.00	99.00
Sum	439,476	1.00	99.00	439,476	1.00	99.00	439,476	1.00	99.00	439,476	1.00	99.00

cattle - hol - ce - 2501