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

304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
304829
302711
301544
304829
304829
304829
304829

11.953
-1004779.461
2.302
1.596
1.045
35.791
1.353
1.543
18115.657
16732.792
2009.094
6.684
45.339
1.621
62.059
38.538
45.180
61.845
38.201
1.210
45.339
2.239
394.604
2003.844
0.258
0.305
0.043
0.037
1.596
1.045
1.596
62.060
38.537
1.045
61.844
38.201
394.490
75583.421
104946.278
1.543
2.708
89.907
181.707
133.964
2509.803
7113.176
255770.864
251091.575
202765.179
1.596
1.596
1.045
1.045

4.645
3948635.616
1.456
0.540
0.208
11.513
0.478
0.498
1928.420
2048.926
5.266
3.470
21.136
0.485
47.251
47.273
20.580
47.524
47.535
0.407
21.136
1.283
514.483
0.362
0.084
0.000
0.010
0.000
0.185
0.011
0.583
47.250
47.274
0.193
47.524
47.535
514.465
45605.440
63300.244
0.498
1.101
78.245
63.355
53.429
1182.155
4254.759
102356.901
199276.112
138980.019
0.540
0.540
0.208
0.208

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
0.305
0.016
0.037
1.317
1.017
-4.175
-4.175
-4.175
0.992
0.992
0.992
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
58396.000
3.000
4.000
1.000
1.000
1.000
1.000

22.000
186351.000
10.000
4.000
2.000
98.000
2.000
2.000
21094.000
20497.000
2017.000
12.000
162.000
2.000
99.000
99.000
108.000
99.000
99.000
2.000
162.000
5.000
2200.000
2004.000
0.346
0.305
0.089
0.037
2.020
1.099
6.275
99.000
99.000
2.504
99.000
99.000
2200.000
155803.000
216828.000
2.000
4.000
229.000
280.000
228.000
4249.000
15564.000
450627.000
454442.000
453012.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1703

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

464815

464841

464844

464827

464844

11.368

-1189519.732

2.329

1.576

1.071

34.952

1.309

5.152

4171976.913

1.530

0.652

0.330

12.771

0.462

0.000

-99100229.00

1.000

0.000

1.000

22.000

189131.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1703

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25529	5.49	0.00	6.00	0.57
2	3811	0.82	0.00	6.00	0.60
3	13612	2.93	0.00	6.00	0.57
4	13327	2.87	0.00	6.00	0.66
5	15624	3.36	0.00	6.00	0.46
6	37374	8.04	0.00	6.00	0.53
7	47545	10.23	0.00	7.00	0.63
8	1070	0.23	0.00	3.00	0.55
9	1990	0.43	0.00	6.00	0.56
10	9921	2.13	0.00	6.00	0.68
11	3834	0.82	0.00	6.00	0.53
12	12319	2.65	0.00	8.00	0.62
13	13881	2.99	0.00	9.00	0.79
14	170404	36.66	0.00	6.00	0.65
15	985	0.21	0.00	6.00	0.54
16	56955	12.25	0.00	6.00	0.73
17	1900	0.41	0.00	6.00	0.59
18	7807	1.68	0.00	6.00	0.65
19	45	0.01	1.00	2.00	0.47
20	25402	5.47	0.00	7.00	0.71
22	1457	0.31	0.00	4.00	0.51

cattle - hol - ce - 1703

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14092	4.62	1.00	4.00	0.53
3	5748	1.89	1.00	4.00	0.51
4	6254	2.05	1.00	4.00	0.50
5	5621	1.84	1.00	4.00	0.30
6	24534	8.05	1.00	4.00	0.45
7	29266	9.60	1.00	4.00	0.49
10	5832	1.91	1.00	4.00	0.52
11	1271	0.42	1.00	4.00	0.29
12	6356	2.09	1.00	4.00	0.47
14	141190	46.32	1.00	4.00	0.55
16	42826	14.05	1.00	4.00	0.57
18	20963	6.88	1.00	4.00	0.55
22	876	0.29	1.00	4.00	0.46

cattle - hol - ce - 1703

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1024	24.10
4	309	7.27
5-10	961	22.62
11-20	685	16.12
21-30	320	7.53
31-40	210	4.94
41-50	136	3.20
51-100	299	7.04
101-150	111	2.61
151-200	50	1.18
201-250	20	0.47
> 250	124	2.92
Sum	4249	100.00

cattle - hol - ce - 1703

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	4,564	1.00	99.00	4,564	1.00	99.00	4,564	1.00	99.00	4,564	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	7,399	1.00	99.00	7,399	1.00	99.00	7,399	1.00	99.00	7,399	1.00	99.00
2002	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00	8,523	1.00	99.00
2003	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00	8,297	1.00	99.00
2004	10,828	1.00	99.00	10,828	1.00	99.00	10,828	1.00	99.00	10,828	1.00	99.00
2005	16,313	1.00	99.00	16,313	1.00	99.00	16,313	1.00	99.00	16,313	1.00	99.00
2006	19,320	1.00	99.00	19,320	1.00	99.00	19,320	1.00	99.00	19,320	1.00	99.00
2007	21,014	1.00	99.00	21,014	1.00	99.00	21,014	1.00	99.00	21,014	1.00	99.00
2008	22,378	1.00	99.00	22,378	1.00	99.00	22,378	1.00	99.00	22,378	1.00	99.00
2009	22,738	1.00	99.00	22,738	1.00	99.00	22,738	1.00	99.00	22,738	1.00	99.00
2010	22,688	1.00	99.00	22,688	1.00	99.00	22,688	1.00	99.00	22,688	1.00	99.00
2011	14,096	1.00	99.00	14,096	1.00	99.00	14,096	1.00	99.00	14,096	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	22,774	1.00	99.00	22,774	1.00	99.00	22,774	1.00	99.00	22,774	1.00	99.00
2014	23,998	1.00	99.00	23,998	1.00	99.00	23,998	1.00	99.00	23,998	1.00	99.00
2015	23,768	1.00	99.00	23,768	1.00	99.00	23,768	1.00	99.00	23,768	1.00	99.00
2016	22,630	1.00	99.00	22,630	1.00	99.00	22,630	1.00	99.00	22,630	1.00	99.00
2017	14,338	1.00	99.00	14,338	1.00	99.00	14,338	1.00	99.00	14,338	1.00	99.00
Sum	304,829	1.00	99.00	304,829	1.00	99.00	304,829	1.00	99.00	304,829	1.00	99.00

cattle - hol - ce - 1703