Table 11 RE of memory-type and proposed calibrated product estimators at different values of correlation coefficient ρ, smoothing parameters \(\:\lambda\:=0.10,\:0.15,\:0.25,\:0.50,\:0.75,\:1.00\) and sample sizes \(\:n\).

From: Innovative memory-type calibration estimators for better survey accuracy in stratified sampling

ρ

n

RE

λ = 0.1

λ = 0.15

λ = 0.25

λ = 0.50

λ = 0.75

λ = 1.00

0.05

10

1408.25

1415.17

15184.00

1430.08

15763.50

1404.21

20

1414.00

1395.00

1496.40

1460.17

1439.54

1407.92

30

1941.00

1406.00

1273.50

1477.63

1408.20

1421.48

0.25

10

1459.50

1545.83

16431.00

1654.26

1638.45

1624.00

20

1491.00

1517.67

1656.00

1570.75

1636.95

1636.23

30

1019.50

3060.00

1795.33

1588.87

1649.57

1640.61

0.50

10

1618.00

2027.60

1950.78

1862.32

1944.90

1935.92

20

1636.00

1664.00

1758.60

1876.36

1957.05

1928.03

30

2140.00

1693.00

1984.67

1975.86

1894.62

1897.23

0.75

10

2412.67

2205.00

2133.00

4070.91

2256.61

2306.33

20

1738.50

2655.50

2401.75

2219.60

2225.89

2303.00

30

2415.00

1863.00

2166.33

1913.67

2218.92

2329.11

0.95

10

2479.00

2311.00

2597.50

2603.44

2651.00

2666.98

20

1895.50

2869.50

2495.00

2623.33

2634.19

2636.85

30

2431.00

1910.00

3365.00

2597.50

2605.00

2640.89