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

429260
429260
429260
429260
429260
429246
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
429260
427090
425898
429260
429260
429260
429260

12.286
-684150.282
2.292
1.599
1.032
35.510
1.537
1.548
19314.414
17952.103
2012.369
6.737
44.666
1.620
62.018
38.582
44.522
61.795
38.237
1.220
44.666
2.234
532.581
2003.890
0.261
0.292
0.031
0.023
1.599
1.032
1.599
62.018
38.581
1.032
61.795
38.237
532.500
102621.140
146787.139
1.548
2.717
91.216
221.091
190.770
2777.394
7461.231
332532.291
296780.337
278349.358
1.599
1.599
1.032
1.032

4.371
3372904.990
1.441
0.535
0.176
11.832
0.499
0.498
2524.333
2636.976
6.899
3.508
20.915
0.485
47.260
47.282
20.404
47.543
47.551
0.414
20.915
1.278
657.077
0.313
0.071
0.000
0.011
0.000
0.156
0.012
0.562
47.259
47.283
0.152
47.543
47.550
657.083
60803.685
88066.637
0.498
1.086
78.820
82.934
67.543
1229.590
4446.136
138452.779
270216.575
181370.402
0.535
0.535
0.176
0.176

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
0.292
0.015
0.023
1.333
1.015
-4.038
-4.038
-4.038
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
68525.000
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
23581.000
23011.000
2024.000
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
0.331
0.292
0.078
0.023
2.020
1.085
6.180
99.000
99.000
2.223
99.000
99.000
2691.000
208289.000
300809.000
2.000
4.000
229.000
361.000
312.000
4368.000
17049.000
594208.000
599250.000
597039.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2401

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

611547

611573

611576

611557

611542

611576

11.769

-877935.078

2.320

1.554

1.054

34.223

1.474

4.922

3679430.418

1.509

0.656

0.289

13.474

0.499

0.000

-99100229.00

1.000

0.000

1.000

22.000

231858.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2401

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	27084	4.43	0.00	6.00	0.58
2	4279	0.70	0.00	6.00	0.63
3	14810	2.42	0.00	6.00	0.57
4	16224	2.65	0.00	6.00	0.72
5	16902	2.76	0.00	6.00	0.47
6	42896	7.01	0.00	6.00	0.56
7	62047	10.15	0.00	7.00	0.64
8	1096	0.18	0.00	3.00	0.59
9	2309	0.38	0.00	6.00	0.57
10	11203	1.83	0.00	6.00	0.71
11	3906	0.64	0.00	6.00	0.54
12	14263	2.33	0.00	8.00	0.67
13	15334	2.51	0.00	9.00	0.77
14	249085	40.73	0.00	6.00	0.62
15	1064	0.17	0.00	6.00	0.54
16	84187	13.77	0.00	6.00	0.74
17	2374	0.39	0.00	6.00	0.58
18	10994	1.80	0.00	6.00	0.69
19	54	0.01	1.00	2.00	0.50
20	29858	4.88	0.00	7.00	0.73
22	1553	0.25	0.00	4.00	0.50

cattle - hol - ce - 2401

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15358	3.58	1.00	4.00	0.53
3	6752	1.57	1.00	4.00	0.51
4	7995	1.86	1.00	4.00	0.49
5	6581	1.53	1.00	4.00	0.29
6	28738	6.69	1.00	4.00	0.46
7	40994	9.55	1.00	4.00	0.49
10	6549	1.53	1.00	4.00	0.52
11	1277	0.30	1.00	4.00	0.30
12	7510	1.75	1.00	4.00	0.48
14	215825	50.28	1.00	4.00	0.53
16	65631	15.29	1.00	4.00	0.58
18	25113	5.85	1.00	4.00	0.54
22	937	0.22	1.00	4.00	0.46

cattle - hol - ce - 2401

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1035	23.70
4	310	7.10
5-10	983	22.50
11-20	688	15.75
21-30	324	7.42
31-40	208	4.76
41-50	147	3.37
51-100	316	7.23
101-150	115	2.63
151-200	63	1.44
201-250	28	0.64
> 250	151	3.46
Sum	4368	100.00

cattle - hol - ce - 2401

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	16,432	1.00	99.00	16,432	1.00	99.00	16,432	1.00	99.00	16,432	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	22,748	1.00	99.00	22,748	1.00	99.00	22,748	1.00	99.00	22,748	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	22,835	1.00	99.00	22,835	1.00	99.00	22,835	1.00	99.00	22,835	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	22,785	1.00	99.00	22,785	1.00	99.00	22,785	1.00	99.00	22,785	1.00	99.00
2014	23,984	1.00	99.00	23,984	1.00	99.00	23,984	1.00	99.00	23,984	1.00	99.00
2015	23,738	1.00	99.00	23,738	1.00	99.00	23,738	1.00	99.00	23,738	1.00	99.00
2016	22,638	1.00	99.00	22,638	1.00	99.00	22,638	1.00	99.00	22,638	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	19,115	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	18,755	1.00	99.00	18,755	1.00	99.00	18,755	1.00	99.00	18,755	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	7,693	1.00	99.00	7,693	1.00	99.00	7,693	1.00	99.00	7,693	1.00	99.00
Sum	429,260	1.00	99.00	429,260	1.00	99.00	429,260	1.00	99.00	429,260	1.00	99.00

cattle - hol - ce - 2401