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

394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
394734
392571
391344
394734
394734
394734
394734

12.200
-755623.600
2.296
1.602
1.035
35.492
1.497
1.545
18976.102
17607.248
2011.444
6.720
44.880
1.620
62.041
38.561
44.732
61.819
38.216
1.217
44.880
2.237
489.957
2003.880
0.261
0.292
0.034
0.026
1.602
1.035
1.602
62.042
38.561
1.035
61.818
38.217
489.869
95369.040
135330.858
1.545
2.710
90.814
209.976
174.448
2698.317
7398.434
312374.879
282771.893
257927.109
1.602
1.602
1.035
1.035

4.436
3508009.108
1.446
0.535
0.183
11.914
0.500
0.498
2345.837
2459.227
6.410
3.507
21.003
0.485
47.252
47.276
20.478
47.536
47.544
0.412
21.003
1.280
615.497
0.325
0.074
0.000
0.010
0.000
0.159
0.011
0.563
47.252
47.277
0.160
47.536
47.544
615.499
56623.784
81245.305
0.498
1.090
78.632
77.069
63.542
1218.087
4428.562
128240.114
250351.419
169786.761
0.535
0.535
0.183
0.183

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
0.026
1.328
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
66907.000
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
22839.000
22242.000
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
0.337
0.292
0.080
0.026
2.020
1.087
6.180
99.000
99.000
2.280
99.000
99.000
2691.000
193786.000
277512.000
2.000
4.000
229.000
337.000
288.000
4345.000
16711.000
554771.000
559609.000
557610.000
4.000
4.000
2.000
2.000

cattle - hol - ce - 2202

Analiza pročišćenih podataka - utjecaji u modelu

Opisna statistika nepročišćenih ulaznih podataka

region
herd
parity
calvdiff
stillb
weight
source

571913

571939

571942

571923

571942

11.673

-947832.229

2.324

1.560

1.058

34.265

1.438

4.978

3794819.675

1.517

0.657

0.299

13.477

0.496

0.000

-99100229.00

1.000

0.000

1.000

22.000

223114.000

94.000

9.000

6.000

100.000

2.000

cattle - hol - ce - 2202

Region analysis

Original data

Region	Calving ease
Region	N	PctN	Min	Max	Std
0	8	0.00	1.00	2.00	0.35
1	26771	4.68	0.00	6.00	0.58
2	4129	0.72	0.00	6.00	0.63
3	14570	2.55	0.00	6.00	0.57
4	15228	2.66	0.00	6.00	0.71
5	16621	2.91	0.00	6.00	0.46
6	41470	7.25	0.00	6.00	0.55
7	58409	10.21	0.00	7.00	0.65
8	1096	0.19	0.00	3.00	0.59
9	2278	0.40	0.00	6.00	0.57
10	10929	1.91	0.00	6.00	0.71
11	3906	0.68	0.00	6.00	0.54
12	13865	2.42	0.00	8.00	0.66
13	14862	2.60	0.00	9.00	0.78
14	227824	39.84	0.00	6.00	0.62
15	1047	0.18	0.00	6.00	0.54
16	76135	13.31	0.00	6.00	0.75
17	2267	0.40	0.00	6.00	0.59
18	10168	1.78	0.00	6.00	0.70
19	54	0.01	1.00	2.00	0.50
20	28726	5.02	0.00	7.00	0.72
22	1533	0.27	0.00	4.00	0.50

cattle - hol - ce - 2202

Region analysis

After data editing

Region	Calving ease
Region	N	PctN	Min	Max	Std
1	15124	3.83	1.00	4.00	0.53
3	6551	1.66	1.00	4.00	0.51
4	7255	1.84	1.00	4.00	0.50
5	6361	1.61	1.00	4.00	0.29
6	27683	7.01	1.00	4.00	0.46
7	38092	9.65	1.00	4.00	0.50
10	6347	1.61	1.00	4.00	0.52
11	1277	0.32	1.00	4.00	0.30
12	7275	1.84	1.00	4.00	0.48
14	195441	49.51	1.00	4.00	0.53
16	58539	14.83	1.00	4.00	0.58
18	23861	6.04	1.00	4.00	0.55
22	928	0.24	1.00	4.00	0.45

cattle - hol - ce - 2202

Herd effect

Herd effect - Number of animals by herd

N animal per herd	n	%
3	1034	23.80
4	309	7.11
5-10	980	22.55
11-20	685	15.77
21-30	322	7.41
31-40	214	4.93
41-50	141	3.25
51-100	314	7.23
101-150	112	2.58
151-200	60	1.38
201-250	29	0.67
> 250	145	3.34
Sum	4345	100.00

cattle - hol - ce - 2202

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	16,429	1.00	99.00	16,429	1.00	99.00	16,429	1.00	99.00	16,429	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	22,737	1.00	99.00	22,737	1.00	99.00	22,737	1.00	99.00	22,737	1.00	99.00
2009	22,910	1.00	99.00	22,910	1.00	99.00	22,910	1.00	99.00	22,910	1.00	99.00
2010	22,863	1.00	99.00	22,863	1.00	99.00	22,863	1.00	99.00	22,863	1.00	99.00
2011	14,146	1.00	99.00	14,146	1.00	99.00	14,146	1.00	99.00	14,146	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	23,992	1.00	99.00	23,992	1.00	99.00	23,992	1.00	99.00	23,992	1.00	99.00
2015	23,735	1.00	99.00	23,735	1.00	99.00	23,735	1.00	99.00	23,735	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	20,443	1.00	99.00	20,443	1.00	99.00	20,443	1.00	99.00	20,443	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	19,453	1.00	99.00	19,453	1.00	99.00	19,453	1.00	99.00	19,453	1.00	99.00
2022	8,719	1.00	99.00	8,719	1.00	99.00	8,719	1.00	99.00	8,719	1.00	99.00
Sum	394,734	1.00	99.00	394,734	1.00	99.00	394,734	1.00	99.00	394,734	1.00	99.00

cattle - hol - ce - 2202