Measures of Dispersion and Variability: Range, QD, AD and SD
G. KOÇTÜRK - LFS Sample Design, Allocation, Weighting
1. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
OUTLINE
Gökhan KOÇTÜRK
TURKSTAT Expert
Sampling & Analysis Techniques Department
2. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Sampling Frame
Cluster (100 households on average)
Sampling Unit
Estimation Level (NUTS 2 annually, Urban-Rural quarterly)
Stratification
3. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Rotational Design
8 Subsamples
%50 overlap between consecutive quarters
%50 overlap between the same quarters of consecutive years
4. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
2 - 2 - 2 design is used
Around 44.000 households per quarter
550 clusters (10 hh selected from each) for each subsample
Each week is reference week (52 per year)
5. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
2013 2014 2015
Subsample 1 2 3 4 1 2 3 4 1 2 3 4
1 A
2 A A
3 B A A
4 B B A A
5 A B B A A
6 A A B B A A
7 B A A B B A A
8 B B A A B B A A
9 B B A A B B A A
10 B B A A B B A A
11 B B A A B B A A
12 B B A A B B A A
13 B B A A B B A
14 B B A A B B
15 B B A A B
16 B B A A
17 B B A
18 B B
19 B
6. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
General Comparison;
Existing LFS Continous LFS
Reference week 12 per year 52 per year
Sample Size 42000 per quarter 44000 per quarter
No. Of Clusters 353 550
Regulation Article 3.1 Article 3.1 + Article 3.2
7. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Sample size calculation;
where;
t: %95 significance level
p: rate of characteristics
q: 1-p
d: degree of precision
H: number of strata
H
d
deffqpt
n *
***
2
2
=
8. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Article 3(1) and 3(2) is followed for sample size calculation
9. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Article 3(1) and 3(2) is followed for sample size calculation
10. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Uniform Distribution Among Weeks
* Adana – Urban
* Turkey – Total
12. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Nonresponse Adjustment
* Adjusted weight;
iinr rww *=
13. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Integrative Calibration
* D : Dummy variable for related group
* Wk : Weights after non response adjustment
* pi : weighted sample proportion for related group (for ex. Male)
* Pi : Population proportion for related group
∑
∑=
k
k
i
w
wD
p
*
14. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Integrative Calibration
* If Dk=1 :
* If Dk=0;
* : weighted Dk values(for all ind. in hh within related group)
oldI
k
i
iI
k w
p
P
w )()(
*=
oldII
k
i
i
i
i
II
k w
a
p
P
a
w )()(
*
1
*1
−
−
=
ia
15. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Trimming
* : average calibrated weights for household
L
w
w
L
k
≤≤
1
w
16. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
Final Correction
* Final weights ; Fww kfinal *=
17. TURKISH STATISTICAL INSTITUTE
Sampling and Analysis Techniques Department
Survey Design Group 20/05/14
(-) Changing too many things at the same time
(Changes in methodology & application)
(-) Difficulties in Field Application
(+) Sample Size Calculation & Distribution
(using CV, household size, nonresponse rate from previous years)
(+) Better results (because of 52 reference weeks)
(+) Calibration (Hhsize)