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

313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
313139
311005
309876
313139
313139
313139
313139

11.984
-976399.431
2.304
1.597
1.044
35.784
1.369
1.543
18192.566
16809.738
2009.300
6.732
45.338
1.621
62.130
38.466
45.179
61.916
38.128
1.210
45.338
2.242
413.846
2003.849
0.258
0.304
0.042
0.036
1.597
1.044
1.597
62.131
38.466
1.044
61.916
38.129
413.735
77308.125
107601.911
1.543
2.707
89.884
184.233
141.443
2523.056
7150.611
260865.600
256055.576
207972.435
1.597
1.597
1.044
1.044

4.622
3899995.066
1.457
0.540
0.205
11.544
0.482
0.498
1961.317
2079.558
5.350
3.505
21.152
0.485
47.233
47.255
20.594
47.507
47.518
0.407
21.152
1.284
543.547
0.358
0.083
0.000
0.010
0.000
0.182
0.011
0.580
47.232
47.256
0.189
47.507
47.517
543.533
46558.654
64925.826
0.498
1.101
78.212
64.435
55.755
1181.476
4275.923
104660.462
203902.914
142079.707
0.540
0.540
0.205
0.205

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
0.304
0.016
0.036
1.323
1.017
-4.162
-4.162
-4.162
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
59117.000
3.000
4.000
1.000
1.000
1.000
1.000

22.000
195981.000
10.000
4.000
2.000
98.000
2.000
2.000
21219.000
20619.000
2018.000
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
0.345
0.304
0.088
0.036
2.020
1.098
6.266
99.000
99.000
2.474
99.000
99.000
2200.000
159033.000
222194.000
2.000
4.000
229.000
284.000
239.000
4258.000
15678.000
460156.000
464415.000
462925.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 1801

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

474134

474160

474163

474145

474163

11.399

-1164718.916

2.331

1.575

1.069

34.911

1.322

5.136

4134496.756

1.530

0.652

0.327

12.825

0.467

0.000

-99100229.00

1.000

0.000

1.000

22.000

196509.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 1801

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	25660	5.41	0.00	6.00	0.57
2	3844	0.81	0.00	6.00	0.60
3	13685	2.89	0.00	6.00	0.57
4	13653	2.88	0.00	6.00	0.66
5	15742	3.32	0.00	6.00	0.46
6	37681	7.95	0.00	6.00	0.53
7	48328	10.19	0.00	7.00	0.63
8	1071	0.23	0.00	3.00	0.56
9	2012	0.42	0.00	6.00	0.56
10	10054	2.12	0.00	6.00	0.68
11	3844	0.81	0.00	6.00	0.53
12	12420	2.62	0.00	8.00	0.62
13	13967	2.95	0.00	9.00	0.79
14	175413	37.00	0.00	6.00	0.64
15	986	0.21	0.00	6.00	0.54
16	58623	12.36	0.00	6.00	0.73
17	1921	0.41	0.00	6.00	0.59
18	8023	1.69	0.00	6.00	0.65
19	45	0.01	1.00	2.00	0.47
20	25672	5.41	0.00	7.00	0.71
22	1466	0.31	0.00	4.00	0.50

cattle - hol - ce - 1801

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	14179	4.53	1.00	4.00	0.53
3	5812	1.86	1.00	4.00	0.51
4	6502	2.08	1.00	4.00	0.50
5	5705	1.82	1.00	4.00	0.30
6	24729	7.90	1.00	4.00	0.45
7	29854	9.53	1.00	4.00	0.49
10	5928	1.89	1.00	4.00	0.52
11	1271	0.41	1.00	4.00	0.29
12	6414	2.05	1.00	4.00	0.47
14	146381	46.75	1.00	4.00	0.55
16	44220	14.12	1.00	4.00	0.57
18	21258	6.79	1.00	4.00	0.55
22	886	0.28	1.00	4.00	0.46

cattle - hol - ce - 1801

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1026	24.10
4	310	7.28
5-10	960	22.55
11-20	682	16.02
21-30	322	7.56
31-40	213	5.00
41-50	134	3.15
51-100	303	7.12
101-150	112	2.63
151-200	51	1.20
201-250	20	0.47
> 250	125	2.94
Sum	4258	100.00

cattle - hol - ce - 1801

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	16,316	1.00	99.00	16,316	1.00	99.00	16,316	1.00	99.00	16,316	1.00	99.00
2006	19,323	1.00	99.00	19,323	1.00	99.00	19,323	1.00	99.00	19,323	1.00	99.00
2007	21,013	1.00	99.00	21,013	1.00	99.00	21,013	1.00	99.00	21,013	1.00	99.00
2008	22,448	1.00	99.00	22,448	1.00	99.00	22,448	1.00	99.00	22,448	1.00	99.00
2009	22,852	1.00	99.00	22,852	1.00	99.00	22,852	1.00	99.00	22,852	1.00	99.00
2010	22,807	1.00	99.00	22,807	1.00	99.00	22,807	1.00	99.00	22,807	1.00	99.00
2011	14,124	1.00	99.00	14,124	1.00	99.00	14,124	1.00	99.00	14,124	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	22,824	1.00	99.00	22,824	1.00	99.00	22,824	1.00	99.00	22,824	1.00	99.00
2014	24,023	1.00	99.00	24,023	1.00	99.00	24,023	1.00	99.00	24,023	1.00	99.00
2015	23,778	1.00	99.00	23,778	1.00	99.00	23,778	1.00	99.00	23,778	1.00	99.00
2016	22,637	1.00	99.00	22,637	1.00	99.00	22,637	1.00	99.00	22,637	1.00	99.00
2017	20,419	1.00	99.00	20,419	1.00	99.00	20,419	1.00	99.00	20,419	1.00	99.00
2018	1,801	1.00	99.00	1,801	1.00	99.00	1,801	1.00	99.00	1,801	1.00	99.00
Sum	313,139	1.00	99.00	313,139	1.00	99.00	313,139	1.00	99.00	313,139	1.00	99.00

cattle - hol - ce - 1801