Elements of survey sampling:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Dordrecht [u.a.]
Kluwer Acad. Publ.
1996
|
| Series: | Kluwer texts in the mathematical sciences
15 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XV, 388 S. graph. Darst. |
| ISBN: | 0792340450 |
Staff View
MARC
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Record in the Search Index
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| adam_text | Table of Contents
PREFACE xiii
1. COLLECTION OF SURVEY DATA
1.1 Need for statistical data 1
1.2 Types of data 1
1.3 Methods of collecting primary data 2
1.4 Framing of questionnaire/schedule 3
1.5 Some technical terms 4
1.6 Need for a sample 5
1.7 Sampling procedures 6
1.8 With and without replacement sampling 7
1.9 Planning and execution of sample surveys 9
Let us do 11
2. ELEMENTARY CONCEPTS
2.1 Introduction 14
2.2 Statistical preliminaries 14
2.3 Estimator and its sampling distribution 16
2.4 Unbiased estimator 19
2.5 Measures of error 21
2.6 Confidence intervals 23
2.7 Sample size determination 26
2.8 Sampling and nonsampling errors 27
Let us do 28
3. SIMPLE RANDOM SAMPLING
3.1 What is simple random sampling ? 30
3.2 How to draw a simple random sample ? 30
3.3 Estimation of population mean/total 33
3.4 Estimation of mean/total using distinct units 48
3.5 Determining sample size for estimating
population mean/total 50
3.6 Estimation of population proportion 53
3.7 Sample size for estimation of proportion 55
3.8 Estimation of proportion using inverse sampling 56
viii CONTENTS
3.9 Estimation over subpopulations 58
3.10 Some further remarks 62
Let us do 63
4. SAMPLING WITH VARYING PROBABILITIES
4.1 Introduction 67
4.2 Methods of selecting a PPS sample 67
4.3 Estimation in PPSWR sampling 70
4.4 Relative efficiency of PPSWR estimator 72
4.5 Determining sample size for estimating
population mean/total 76
4.6 Sampling with PPS without replacement 77
4.7 Des Raj s ordered estimator 78
4.8 Murthy s unordered estimator 82
4.9 Horvitz Thompson estimator 84
4.10 Sen Midzuno method 86
4.11 Random group method 91
4.12 Relative efficiency of RHC estimator 95
4.13 Some further remarks 97
Let us do 98
5. STRATIFIED SAMPLING
5.1 Introduction 102
5.2 Notations 104
5.3 Estimation of mean and total using
simple random sampling 104
5.4 Allocation of sample size 108
5.5 Relative efficiency of stratified estimator 123
5.6 Estimation of population proportion 129
5.7 Construction of strata 132
5.8 Poststratification 136
5.9 Some further remarks 138
Let us do 140
6. SYSTEMATIC SAMPLING
6.1 Linear systematic sampling 145
6.2 Circular systematic sampling 148
6.3 Estimating mean/total 149
6.4 Estimating mean/total through
interpenetrating subsamples 153
6.5 Sample .size determination for estimating mean/total 156
6.6 Estimation of proportion 158
CONTENTS ix
6.7 Some further remarks 160
Let us do 161
7. RATIO AND PRODUCT METHODS OF ESTIMATION
7.1 Need for ratio estimation 165
7.2 Estimation of population ratio 166
7.3 Ratio estimator for population mean/total 169
7.4 Determining the sample size for estimation
of ratio, mean, and total 175
7.5 Separate and combined ratio estimators 178
7.6 Some further remarks 184
7.7 Product method for estimating mean/total 185
7.8 Determination of sample size for product estimator 189
Let us do 191
8. REGRESSION METHOD OF ESTIMATION
8.1 Introduction 197
8.2 Estimation of mean/total using
difference estimator 197
8.3 Estimation of mean/total using estimated
regression coefficient 201
8.4 Sample size determination for estimating
mean/total 204
8.5 Separate and combined regression estimators 206
8.6 Some further remarks 216
Let us do 217
9. TWO PHASE SAMPLING
9.1 Need for two phase sampling 221
9.2 Two phase sampling in ratio, product,
and regression methods of estimation 222
9.3 Sample size determination for ratio,
product, and regression estimators 231
9.4 Two phase PPS sampling 233
9.5 Sampling on two occasions 237
9.6 Some further remarks 242
Let us do 243
10. CLUSTER SAMPLING
10.1 Introduction 248
10.2 Notations 249
x CONTENTS
10.3 Estimation of mean using simple random sampling 250
10.4 Estimation of total using simple random sampling 258
10.5 Relative efficiency of cluster sampling 264
10.6 Determining the sample size for estimating
mean/total 266
10.7 Estimation of proportion 269
10.8 Sample size required for estimation
of proportion 273
10.9 Selection of clusters with unequal
probabilities 275
10.10 Some further remarks 278
Let us do 278
11. MULTISTAGE SAMPLING
11.1 Introduction 283
11.2 Notations 284
11.3 Estimation of mean/total in two stage
sampling using SRSWOR at both the stages 284
11.4 Estimation of proportion 296
11.5 Estimation of mean/total using PPSWR and SRSWOR 304
11.6 Some further remarks 307
Let us do 308
12. SAMPLING FROM MOBILE POPULATIONS
12.1 Introduction 314
12.2 Estimation of population size using
direct sampling 315
12.3 Estimation of population size using
inverse sampling 320
12.4 Determining the sample sizes 324
12.5 Some further remarks 328
Let us do 329
13. NONRESPONSE ERRORS
13.1 Introduction 331
13.2 Hansen and Hurwitz technique 332
13.3 Bias reduction without call backs 337
13.4 Warner s randomized response model 340
13.5 Mangat and Singh s two stage model 342
13.6 Unrelated question model 345
13.7 Estimation of mean for quantitative characters 350
Let us do 358
CONTENTS xi
APPENDIXES
A. Standard normal probability distribution 364
B. Random numbers 365
C. Number of tractors, tube wells, and net irrigated area (in
hectares) for 69 villages of Doraha development block of
Punjab, India 369
D. Fifty WOR simple random samples 371
E. Explanation of certain local terms used 372
REFERENCES 373
AUTHOR INDEX 383
SUBJECT INDEX 385
|
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| discipline | Allgemeines Sprachwissenschaft Literaturwissenschaft |
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| isbn | 0792340450 |
| language | English |
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| spelling | Singh, Ravindra um 1996 Verfasser (DE-588)104274530 aut Elements of survey sampling by Ravindra Singh and Naurang Singh Mangat Dordrecht [u.a.] Kluwer Acad. Publ. 1996 XV, 388 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Kluwer texts in the mathematical sciences 15 Steekproeven gtt Sampling (Statistics) Stichprobe (DE-588)4057502-0 gnd rswk-swf Stichprobe (DE-588)4057502-0 s DE-604 Mangat, Naurang Singh um 1996 Verfasser (DE-588)104274522 aut Kluwer texts in the mathematical sciences 15 (DE-604)BV005450041 15 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007354731&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| subject_GND | (DE-588)4057502-0 |
| title | Elements of survey sampling |
| title_auth | Elements of survey sampling |
| title_exact_search | Elements of survey sampling |
| title_full | Elements of survey sampling by Ravindra Singh and Naurang Singh Mangat |
| title_fullStr | Elements of survey sampling by Ravindra Singh and Naurang Singh Mangat |
| title_full_unstemmed | Elements of survey sampling by Ravindra Singh and Naurang Singh Mangat |
| title_short | Elements of survey sampling |
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