Survey sampling and multivariate analysis for social scientists and engineers:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Lexington, Mass. [u.a.]
Heath
1979
|
| Schriftenreihe: | Lexington-bocks
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XIX, 385 S. graph. Darst. |
| ISBN: | 0669969664 |
Internformat
MARC
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| 100 | 1 | |a Stopher, Peter R. |d 1943- |e Verfasser |0 (DE-588)1089413874 |4 aut | |
| 245 | 1 | 0 | |a Survey sampling and multivariate analysis for social scientists and engineers |c Peter R. Stopher ; Arnim H. Meyburg |
| 264 | 1 | |a Lexington, Mass. [u.a.] |b Heath |c 1979 | |
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| 650 | 4 | |a Multivariate analysis | |
| 650 | 4 | |a Sampling (Statistics) | |
| 650 | 4 | |a Social sciences |x Statistical methods | |
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Datensatz im Suchindex
| _version_ | 1804116721603182592 |
|---|---|
| adam_text | Contents
List of Figures xi
List of Tables xiii
Preface xvii
Acknowledgments xix
Chapter 1 Introduction 1
Purpose of This Book 1
Scope of the Book 2
Fundamentals of Scientific Enquiry 4
Chapter 2 Review of Data Needs and Sources of Error 9
Data Needs and Scientific Enquiry 9
Survey Sampling 11
Sampling Bias and Sampling Error 14
Chapter 3 Design of Sampling Procedures 21
Random Sampling 21
Simple Stratified Sampling 30
Multiple Stratification and Variable Sampling 34
Fractions
Miscellaneous Sampling Schemes 38
Choice based Sampling 42
Chapter 4 Population Estimates and Sampling Errors 45
Introduction 45
Simple Random Samples 54
Stratified Samples 57
Ratio and Regression Methods for Supple 62
mentary Data
Sampling with Probabilities Proportional to Size 75
of Unit
Multistage and Systematic Sampling 78
Sampling on Successive Occasions 80
Some Closing Points 84
Chapter 5 Efficiency 87
Definition 87
vii
viii Survey Sampling and Multivariate Analysis
Sample size Efficiency 87
Cost Efficiency 93
Chapter 6 Survey Procedures 101
Purpose 101
Design and Use of Pilot Surveys 101
Definition of Survey Population 103
Definition of Information to Be Collected 104
Choice of Methods of Collecting Information 107
Choice of Sampling Frame 108
Choice of Sampling Unit and Sampling Method HO
Nonresponse 112
Field Control and Testing 114
Chapter 7 Bivariate Regression 121
Some General Remarks on Statistical 121
Model Building
Elementary Bivariate Regression 126
Some Properties of the Regression Model 134
Statistical Measures of Regression 142
Some Examples of the Application of Linear Re 156
gression
Chapter 8 Multivariate Regression 163
Introduction 163
Multivariate Linear Regression 165
Properties of the Regression 166
Correlation in Multivariate Regression 168
Calibration Methods 169
Polynomial Regression 176
Dummy Variables 178
Weighted Regression 191
Analysis of Residuals 199
Chapter 9 Simultaneous Equations 201
Concepts 201
A Simple Example 202
General Solution Methods 212
The Reduced Form 214
Indirect Least Squares 217
Least Variance Ratio 217
Contents ix
Two stage Least Squares 218
Three stage Least Squares . 221
Conclusions 222
Chapter 10 Canonical Correlation 225
Standardized Variables 226
Derivation of Canonical Variates 228
Examples 232
Chapter 11 Rudiments of Factor Analysis 237
Basic Concept 237
Derivation of Principal Factors 241
Defining the Constraints 242
Interpretation 249
General Factor Analysis 258
Chapter 12 Introduction to Discriminant Analysis 263
Setting up the Problem 263
Fisher s Derivation of the Discriminant Function 266
Statistical Tests of the Function 270
Applications to Multiple Populations 278
Probability of Classification 278
An Example 282
Chapter 13 Maximum Likelihood Estimation 287
The Concept of Likelihood 287
Calculating Likelihoods 289
Choosing Hypotheses 290
Maximum Likelihood Estimation 294
Chapter 14 Probit Analysis 299
The Concept 299
Computational Estimation of the Binary, 304
Bivariate Probit Model
Multivariate Probit Analysis 311
Comments on Probit Analysis 314
An Example 315
Chapter 15 Logit Analysis 319
Introduction 319
x Survey Sampling and Multivariate Analysis
Some Properties of the Logit Model 320
Calibrating the Multinomial Logit Model 324
Statistical Properties of the MLE Logit 328
Model
Some Alternative Fitting Procedures for the 335
MNL Model
Choice based Samples 339
An Example 341
Chapter 16 The Correlation Ratio 347
The Need for an Alternative Goodness of Fit 347
Measure
An Alternative Measure of Goodness of Fit 349
Applications to a 0,1 Dependent Variable 352
An Example 353
Uses of the Correlation Ratio 354
Some Problems 357
Summary 359
A Practical Example 360
Appendix 363
Index 377
About the Authors 387
|
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| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
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| dewey-raw | 519.5 |
| dewey-search | 519.5 |
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| dewey-tens | 510 - Mathematics |
| discipline | Soziologie Mathematik Wirtschaftswissenschaften |
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| id | DE-604.BV002263974 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T15:43:01Z |
| institution | BVB |
| isbn | 0669969664 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-001487801 |
| oclc_num | 729159171 |
| open_access_boolean | |
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| physical | XIX, 385 S. graph. Darst. |
| publishDate | 1979 |
| publishDateSearch | 1979 |
| publishDateSort | 1979 |
| publisher | Heath |
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| series2 | Lexington-bocks |
| spelling | Stopher, Peter R. 1943- Verfasser (DE-588)1089413874 aut Survey sampling and multivariate analysis for social scientists and engineers Peter R. Stopher ; Arnim H. Meyburg Lexington, Mass. [u.a.] Heath 1979 XIX, 385 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lexington-bocks Ingenieurwissenschaften Sozialwissenschaften Engineering Statistical methods Multivariate analysis Sampling (Statistics) Social sciences Statistical methods Stichprobe (DE-588)4057502-0 gnd rswk-swf Erhebungsverfahren (DE-588)4246599-0 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Stichprobe (DE-588)4057502-0 s Multivariate Analyse (DE-588)4040708-1 s DE-604 Erhebungsverfahren (DE-588)4246599-0 s Meyburg, Arnim H. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001487801&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Stopher, Peter R. 1943- Meyburg, Arnim H. Survey sampling and multivariate analysis for social scientists and engineers Ingenieurwissenschaften Sozialwissenschaften Engineering Statistical methods Multivariate analysis Sampling (Statistics) Social sciences Statistical methods Stichprobe (DE-588)4057502-0 gnd Erhebungsverfahren (DE-588)4246599-0 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4057502-0 (DE-588)4246599-0 (DE-588)4040708-1 |
| title | Survey sampling and multivariate analysis for social scientists and engineers |
| title_auth | Survey sampling and multivariate analysis for social scientists and engineers |
| title_exact_search | Survey sampling and multivariate analysis for social scientists and engineers |
| title_full | Survey sampling and multivariate analysis for social scientists and engineers Peter R. Stopher ; Arnim H. Meyburg |
| title_fullStr | Survey sampling and multivariate analysis for social scientists and engineers Peter R. Stopher ; Arnim H. Meyburg |
| title_full_unstemmed | Survey sampling and multivariate analysis for social scientists and engineers Peter R. Stopher ; Arnim H. Meyburg |
| title_short | Survey sampling and multivariate analysis for social scientists and engineers |
| title_sort | survey sampling and multivariate analysis for social scientists and engineers |
| topic | Ingenieurwissenschaften Sozialwissenschaften Engineering Statistical methods Multivariate analysis Sampling (Statistics) Social sciences Statistical methods Stichprobe (DE-588)4057502-0 gnd Erhebungsverfahren (DE-588)4246599-0 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | Ingenieurwissenschaften Sozialwissenschaften Engineering Statistical methods Multivariate analysis Sampling (Statistics) Social sciences Statistical methods Stichprobe Erhebungsverfahren Multivariate Analyse |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=001487801&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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