Table 1 Comparison of percent relative efficiency (PRE) between the proposed estimator \(\hat{\pi }\) and \(\hat{\pi }_{H}\) (Huang) estimator.

From: A two-stage randomized response technique for simultaneous estimation of sensitivity and truthfulness

 po

T

\(p=.6\)

\(\pi\)

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.2

0.2

344.69

335.42

329.04

325.26

324.00

325.32

329.50

337.07

 

0.4

345.15

335.92

329.38

325.38

324.00

325.52

330.54

340.17

 

0.6

345.62

336.47

329.76

325.52

324.00

325.79

332.06

345.22

 

0.8

346.11

337.07

330.20

325.69

324.00

326.17

334.52

354.83

0.5

0.2

1145.63

1024.62

952.08

912.68

900.00

913.24

957.03

1044.64

 

0.4

1152.08

1030.65

955.71

913.85

900.00

915.25

968.41

1084.09

 

0.6

1158.88

1037.29

959.88

915.25

900.00

918.00

985.46

1153.13

 

0.8

1166.05

1044.64

964.72

916.98

900.00

921.95

1013.83

1305.00

0.8

0.2

2256.96

1814.81

1590.13

1478.50

1444.00

1480.04

1604.64

1881.72

 

0.4

2283.33

1834.72

1600.75

1481.72

1444.00

1485.60

1638.44

2020.38

 

0.6

2311.47

1856.88

1613.04

1485.60

1444.00

1493.19

1690.26

2287.64

 

0.8

2341.55

1881.72

1627.42

1490.37

1444.00

1504.17

1779.71

3017.00

  

p=.7

0.2

0.2

183.74

176.73

172.29

169.81

169.00

169.84

172.56

177.74

 

0.4

184.05

177.04

172.49

169.87

169.00

169.95

173.14

179.60

 

0.6

184.38

177.38

172.71

169.95

169.00

170.09

173.94

182.45

 

0.8

184.72

177.74

172.95

170.04

169.00

170.27

175.14

187.40

0.5

0.2

402.85

352.30

324.81

310.68

306.25

310.85

326.36

359.04

 

0.4

405.33

354.35

325.95

311.03

306.25

311.44

329.81

371.83

 

0.6

407.95

356.59

327.24

311.44

306.25

312.21

334.68

392.79

 

0.8

410.71

359.04

328.71

311.93

306.25

313.25

342.09

433.46

0.8

0.2

874.33

639.69

541.62

497.19

484.00

497.70

546.73

666.43

 

0.4

888.25

647.69

545.37

498.25

484.00

499.50

558.24

720.63

 

0.6

903.21

656.55

549.64

499.50

484.00

501.84

574.92

820.63

 

0.8

919.32

666.43

554.54

500.99

484.00

505.02

601.28

1067.03

  

p=.8

0.2

0.2

140.62

134.31

130.82

129.01

128.44

129.03

130.96

134.92

 

0.4

140.85

134.50

130.92

129.04

128.44

129.08

131.26

135.98

 

0.6

141.09

134.70

131.04

129.08

128.44

129.14

131.65

137.44

 

0.8

141.34

134.92

131.17

129.12

128.44

129.22

132.15

139.61

0.5

0.2

232.93

201.86

187.05

179.93

177.78

180.00

187.63

204.64

 

0.4

234.18

202.72

187.48

180.06

177.78

180.20

188.86

209.51

 

0.6

235.49

203.64

187.96

180.20

177.78

180.45

190.44

216.53

 

0.8

236.86

204.64

188.48

180.37

177.78

180.76

192.55

227.56

0.8

0.2

399.40

296.59

257.26

240.11

235.11

240.25

258.72

304.55

 

0.4

404.25

299.03

258.34

240.41

235.11

240.74

261.81

319.04

 

0.6

409.41

301.67

259.53

240.74

235.11

241.33

265.82

341.19

 

0.8

414.89

304.55

260.85

241.12

235.11

242.05

271.26

379.21