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

389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
389266
387098
385870
389266
389266
389266
389266

12.190
-767998.235
2.299
1.602
1.035
35.511
1.490
1.544
18921.878
17551.102
2011.294
6.748
44.943
1.621
62.101
38.501
44.794
61.879
38.156
1.216
44.943
2.239
488.519
2003.878
0.261
0.292
0.034
0.026
1.602
1.035
1.602
62.101
38.501
1.035
61.878
38.157
488.430
94095.831
133372.286
1.544
2.710
90.714
208.194
174.152
2687.131
7390.893
308927.635
281457.832
254598.311
1.602
1.602
1.035
1.035

4.445
3531095.748
1.447
0.535
0.185
11.895
0.500
0.498
2317.812
2429.937
6.329
3.521
21.019
0.485
47.237
47.261
20.491
47.520
47.529
0.411
21.019
1.281
617.614
0.327
0.075
0.000
0.010
0.000
0.160
0.012
0.564
47.237
47.262
0.162
47.521
47.529
617.615
55855.386
80052.762
0.498
1.091
78.563
76.147
63.649
1216.159
4426.204
126549.489
247091.499
167903.989
0.535
0.535
0.185
0.185

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
0.016
0.026
1.329
1.016
-4.045
-4.045
-4.045
0.995
0.995
0.995
3.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
66509.000
4.000
5.000
1.000
1.000
1.000
1.000

22.000
221131.000
10.000
4.000
2.000
98.000
2.000
2.000
22704.000
22083.000
2022.000
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
0.338
0.292
0.080
0.026
2.020
1.088
6.185
99.000
99.000
2.287
99.000
99.000
2691.000
191175.000
273508.000
2.000
4.000
229.000
332.000
287.000
4343.000
16659.000
548265.000
553130.000
551156.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2201

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

565473

565499

565502

565483

565502

11.660

-959975.961

2.326

1.560

1.058

34.293

1.432

4.986

3814642.211

1.518

0.657

0.300

13.452

0.495

0.000

-99100229.00

1.000

0.000

1.000

22.000

221131.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2201

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	26708	4.72	0.00	6.00	0.58
2	4114	0.73	0.00	6.00	0.63
3	14515	2.57	0.00	6.00	0.57
4	15006	2.65	0.00	6.00	0.71
5	16560	2.93	0.00	6.00	0.46
6	41233	7.29	0.00	6.00	0.55
7	57703	10.20	0.00	7.00	0.65
8	1096	0.19	0.00	3.00	0.59
9	2270	0.40	0.00	6.00	0.57
10	10898	1.93	0.00	6.00	0.71
11	3906	0.69	0.00	6.00	0.54
12	13765	2.43	0.00	8.00	0.66
13	14786	2.61	0.00	9.00	0.78
14	224410	39.69	0.00	6.00	0.63
15	1047	0.19	0.00	6.00	0.54
16	75089	13.28	0.00	6.00	0.75
17	2234	0.40	0.00	6.00	0.59
18	9970	1.76	0.00	6.00	0.71
19	53	0.01	1.00	2.00	0.50
20	28561	5.05	0.00	7.00	0.72
22	1524	0.27	0.00	4.00	0.50

cattle - hol - ce - 2201

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15084	3.87	1.00	4.00	0.53
3	6502	1.67	1.00	4.00	0.51
4	7092	1.82	1.00	4.00	0.50
5	6309	1.62	1.00	4.00	0.29
6	27532	7.07	1.00	4.00	0.46
7	37498	9.63	1.00	4.00	0.50
10	6328	1.63	1.00	4.00	0.52
11	1277	0.33	1.00	4.00	0.30
12	7188	1.85	1.00	4.00	0.48
14	192259	49.39	1.00	4.00	0.54
16	57665	14.81	1.00	4.00	0.58
18	23608	6.06	1.00	4.00	0.55
22	924	0.24	1.00	4.00	0.46

cattle - hol - ce - 2201

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1034	23.81
4	309	7.11
5-10	980	22.57
11-20	685	15.77
21-30	327	7.53
31-40	210	4.84
41-50	138	3.18
51-100	316	7.28
101-150	112	2.58
151-200	60	1.38
201-250	28	0.64
> 250	144	3.32
Sum	4343	100.00

cattle - hol - ce - 2201

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	22,762	1.00	99.00	22,762	1.00	99.00	22,762	1.00	99.00	22,762	1.00	99.00
2009	22,938	1.00	99.00	22,938	1.00	99.00	22,938	1.00	99.00	22,938	1.00	99.00
2010	22,869	1.00	99.00	22,869	1.00	99.00	22,869	1.00	99.00	22,869	1.00	99.00
2011	14,150	1.00	99.00	14,150	1.00	99.00	14,150	1.00	99.00	14,150	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	22,794	1.00	99.00	22,794	1.00	99.00	22,794	1.00	99.00	22,794	1.00	99.00
2014	23,996	1.00	99.00	23,996	1.00	99.00	23,996	1.00	99.00	23,996	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	22,640	1.00	99.00	22,640	1.00	99.00	22,640	1.00	99.00	22,640	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	19,114	1.00	99.00	19,114	1.00	99.00	19,114	1.00	99.00	19,114	1.00	99.00
2019	17,373	1.00	99.00	17,373	1.00	99.00	17,373	1.00	99.00	17,373	1.00	99.00
2020	17,881	1.00	99.00	17,881	1.00	99.00	17,881	1.00	99.00	17,881	1.00	99.00
2021	19,442	1.00	99.00	19,442	1.00	99.00	19,442	1.00	99.00	19,442	1.00	99.00
2022	3,197	1.00	99.00	3,197	1.00	99.00	3,197	1.00	99.00	3,197	1.00	99.00
Sum	389,266	1.00	99.00	389,266	1.00	99.00	389,266	1.00	99.00	389,266	1.00	99.00

cattle - hol - ce - 2201