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

420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
420818
418657
417458
420818
420818
420818
420818

12.265
-700570.342
2.295
1.601
1.033
35.493
1.528
1.547
19229.953
17865.616
2012.134
6.781
44.732
1.621
62.072
38.529
44.588
61.850
38.183
1.218
44.732
2.236
530.736
2003.887
0.261
0.292
0.032
0.023
1.601
1.033
1.601
62.073
38.528
1.033
61.849
38.183
530.653
100720.234
143889.589
1.547
2.715
91.074
218.316
183.142
2758.403
7426.818
327434.130
293805.209
273280.145
1.601
1.601
1.033
1.033

4.386
3404336.053
1.442
0.535
0.178
11.875
0.499
0.498
2478.633
2590.820
6.767
3.501
20.937
0.485
47.246
47.268
20.425
47.529
47.537
0.413
20.937
1.279
656.625
0.316
0.072
0.000
0.011
0.000
0.156
0.012
0.562
47.245
47.269
0.154
47.530
47.537
656.631
59692.656
86301.654
0.498
1.088
78.738
81.432
65.342
1227.221
4427.105
135919.295
265380.352
178615.254
0.535
0.535
0.178
0.178

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
1.331
1.016
-4.038
-4.038
-4.038
0.996
0.996
0.996
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
68007.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
222628.000
10.000
4.000
2.000
98.000
2.000
2.000
23361.000
22750.000
2023.000
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
0.333
0.292
0.078
0.023
2.020
1.085
6.180
99.000
99.000
2.230
99.000
99.000
2691.000
204505.000
294852.000
2.000
4.000
229.000
354.000
299.000
4361.000
16923.000
584577.000
589658.000
587505.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2302

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

601713

601739

601742

601723

601742

11.746

-894465.899

2.322

1.556

1.055

34.217

1.466

4.934

3707072.479

1.511

0.656

0.292

13.495

0.499

0.000

-99100229.00

1.000

0.000

1.000

22.000

226065.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2302

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	27013	4.49	0.00	6.00	0.58
2	4212	0.70	0.00	6.00	0.63
3	14775	2.46	0.00	6.00	0.57
4	15946	2.65	0.00	6.00	0.72
5	16825	2.80	0.00	6.00	0.47
6	42536	7.07	0.00	6.00	0.56
7	61165	10.17	0.00	7.00	0.64
8	1096	0.18	0.00	3.00	0.59
9	2300	0.38	0.00	6.00	0.57
10	11113	1.85	0.00	6.00	0.71
11	3906	0.65	0.00	6.00	0.54
12	14182	2.36	0.00	8.00	0.67
13	15203	2.53	0.00	9.00	0.77
14	244058	40.56	0.00	6.00	0.62
15	1055	0.18	0.00	6.00	0.54
16	82069	13.64	0.00	6.00	0.74
17	2335	0.39	0.00	6.00	0.58
18	10753	1.79	0.00	6.00	0.70
19	54	0.01	1.00	2.00	0.50
20	29547	4.91	0.00	7.00	0.73
22	1545	0.26	0.00	4.00	0.50

cattle - hol - ce - 2302

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15306	3.64	1.00	4.00	0.53
3	6725	1.60	1.00	4.00	0.51
4	7793	1.85	1.00	4.00	0.49
5	6527	1.55	1.00	4.00	0.29
6	28490	6.77	1.00	4.00	0.46
7	40255	9.57	1.00	4.00	0.49
10	6484	1.54	1.00	4.00	0.52
11	1277	0.30	1.00	4.00	0.30
12	7473	1.78	1.00	4.00	0.48
14	211027	50.15	1.00	4.00	0.53
16	63773	15.15	1.00	4.00	0.58
18	24758	5.88	1.00	4.00	0.54
22	930	0.22	1.00	4.00	0.45

cattle - hol - ce - 2302

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1037	23.78
4	309	7.09
5-10	980	22.47
11-20	686	15.73
21-30	325	7.45
31-40	209	4.79
41-50	144	3.30
51-100	319	7.31
101-150	111	2.55
151-200	63	1.44
201-250	30	0.69
> 250	148	3.39
Sum	4361	100.00

cattle - hol - ce - 2302

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	22,760	1.00	99.00	22,760	1.00	99.00	22,760	1.00	99.00	22,760	1.00	99.00
2009	22,944	1.00	99.00	22,944	1.00	99.00	22,944	1.00	99.00	22,944	1.00	99.00
2010	22,872	1.00	99.00	22,872	1.00	99.00	22,872	1.00	99.00	22,872	1.00	99.00
2011	14,152	1.00	99.00	14,152	1.00	99.00	14,152	1.00	99.00	14,152	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	22,798	1.00	99.00	22,798	1.00	99.00	22,798	1.00	99.00	22,798	1.00	99.00
2014	23,994	1.00	99.00	23,994	1.00	99.00	23,994	1.00	99.00	23,994	1.00	99.00
2015	23,739	1.00	99.00	23,739	1.00	99.00	23,739	1.00	99.00	23,739	1.00	99.00
2016	22,642	1.00	99.00	22,642	1.00	99.00	22,642	1.00	99.00	22,642	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	19,459	1.00	99.00	19,459	1.00	99.00	19,459	1.00	99.00	19,459	1.00	99.00
2022	18,749	1.00	99.00	18,749	1.00	99.00	18,749	1.00	99.00	18,749	1.00	99.00
2023	15,959	1.00	99.00	15,959	1.00	99.00	15,959	1.00	99.00	15,959	1.00	99.00
Sum	420,818	1.00	99.00	420,818	1.00	99.00	420,818	1.00	99.00	420,818	1.00	99.00

cattle - hol - ce - 2302