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

452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
452224
450027
448863
452224
452224
452224
452224

12.332
-641029.130
2.289
1.594
1.030
35.551
1.562
1.553
19552.239
18194.555
2013.015
6.790
44.514
1.620
61.962
38.632
44.375
61.741
38.289
1.222
44.514
2.232
559.674
2003.896
0.261
0.291
0.029
0.021
1.594
1.030
1.594
61.962
38.631
1.030
61.741
38.290
559.597
107649.833
154544.301
1.553
2.725
91.603
228.904
202.161
2830.356
7489.505
345739.060
305559.237
292057.484
1.594
1.594
1.030
1.030

4.333
3289449.536
1.436
0.534
0.172
11.697
0.496
0.497
2652.591
2764.690
7.243
3.511
20.830
0.485
47.277
47.298
20.332
47.557
47.565
0.416
20.830
1.276
676.855
0.305
0.069
0.000
0.011
0.000
0.156
0.012
0.561
47.276
47.298
0.147
47.558
47.564
676.864
63655.073
92704.620
0.497
1.084
78.972
87.147
70.367
1235.746
4435.630
145251.003
283243.209
188866.459
0.534
0.534
0.172
0.172

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
0.021
1.336
1.015
-3.949
-3.949
-3.949
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
69271.000
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
24118.000
23493.000
2026.000
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
0.326
0.291
0.076
0.021
2.020
1.083
6.174
99.000
99.000
2.194
99.000
99.000
2691.000
218106.000
316429.000
2.000
4.000
229.000
379.000
330.000
4375.000
17212.000
619789.000
625024.000
622661.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2601

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

637711

637737

637740

637721

637740

11.821

-836115.623

2.318

1.550

1.052

34.242

1.496

4.890

3608857.524

1.504

0.654

0.284

13.398

0.500

0.000

-99100229.00

1.000

0.000

1.000

22.000

236782.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2601

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	27276	4.28	0.00	6.00	0.59
2	4450	0.70	0.00	6.00	0.63
3	15011	2.35	0.00	6.00	0.57
4	16883	2.65	0.00	6.00	0.73
5	17116	2.68	0.00	6.00	0.46
6	43890	6.88	0.00	6.00	0.56
7	64565	10.12	0.00	7.00	0.64
8	1097	0.17	0.00	3.00	0.59
9	2324	0.36	0.00	6.00	0.57
10	11373	1.78	0.00	6.00	0.70
11	3910	0.61	0.00	6.00	0.54
12	14467	2.27	0.00	8.00	0.67
13	15649	2.45	0.00	9.00	0.77
14	263102	41.26	0.00	6.00	0.62
15	1092	0.17	0.00	6.00	0.54
16	89089	13.97	0.00	6.00	0.74
17	2452	0.38	0.00	6.00	0.57
18	11707	1.84	0.00	6.00	0.69
19	54	0.01	1.00	2.00	0.50
20	30603	4.80	0.00	7.00	0.73
22	1576	0.25	0.00	4.00	0.50

cattle - hol - ce - 2601

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15497	3.43	1.00	4.00	0.53
3	6928	1.53	1.00	4.00	0.51
4	8471	1.87	1.00	4.00	0.49
5	6757	1.49	1.00	4.00	0.28
6	29435	6.51	1.00	4.00	0.46
7	43037	9.52	1.00	4.00	0.48
10	6670	1.47	1.00	4.00	0.52
11	1277	0.28	1.00	4.00	0.30
12	7659	1.69	1.00	4.00	0.48
14	229485	50.75	1.00	4.00	0.53
16	70160	15.51	1.00	4.00	0.57
18	25909	5.73	1.00	4.00	0.54
22	939	0.21	1.00	4.00	0.46

cattle - hol - ce - 2601

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1039	23.75
4	311	7.11
5-10	980	22.40
11-20	689	15.75
21-30	321	7.34
31-40	208	4.75
41-50	149	3.41
51-100	315	7.20
101-150	112	2.56
151-200	63	1.44
201-250	31	0.71
> 250	157	3.59
Sum	4375	100.00

cattle - hol - ce - 2601

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	6,176	1.00	99.00	6,176	1.00	99.00	6,176	1.00	99.00	6,176	1.00	99.00
2000	6,727	1.00	99.00	6,727	1.00	99.00	6,727	1.00	99.00	6,727	1.00	99.00
2001	7,389	1.00	99.00	7,389	1.00	99.00	7,389	1.00	99.00	7,389	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	19,407	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	22,734	1.00	99.00	22,734	1.00	99.00	22,734	1.00	99.00	22,734	1.00	99.00
2009	22,905	1.00	99.00	22,905	1.00	99.00	22,905	1.00	99.00	22,905	1.00	99.00
2010	22,832	1.00	99.00	22,832	1.00	99.00	22,832	1.00	99.00	22,832	1.00	99.00
2011	14,140	1.00	99.00	14,140	1.00	99.00	14,140	1.00	99.00	14,140	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	22,781	1.00	99.00	22,781	1.00	99.00	22,781	1.00	99.00	22,781	1.00	99.00
2014	23,986	1.00	99.00	23,986	1.00	99.00	23,986	1.00	99.00	23,986	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	18,756	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	14,976	1.00	99.00	14,976	1.00	99.00	14,976	1.00	99.00	14,976	1.00	99.00
2026	444	1.00	99.00	444	1.00	99.00	444	1.00	99.00	444	1.00	99.00
Sum	452,224	1.00	99.00	452,224	1.00	99.00	452,224	1.00	99.00	452,224	1.00	99.00

cattle - hol - ce - 2601