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The book covers correction methods based on known measurement error parameters, replication, internal or external validation data, and, for some models, instrumental variables. It emphasizes the use of several relatively simple methods, moment corrections, regression calibration, simulation extrapolation (SIMEX), modified estimating equation methods, and likelihood techniques. The author uses SAS-IML and Stata to implement many of the techniques in the examples.
Accessible to a broad audience, this book explains how to model measurement error, the effects of ignoring it, and how to correct for it. More applied than most books on measurement error, it describes basic models and methods, their uses in a range of application areas, and the associated terminology.
The book covers correction methods based on known measurement error parameters, replication, internal or external validation data, and, for some models, instrumental variables. It emphasizes the use of several relatively simple methods, moment corrections, regression calibration, simulation extrapolation (SIMEX), modified estimating equation methods, and likelihood techniques. The author uses SAS-IML and Stata to implement many of the techniques in the examples.
Accessible to a broad audience, this book explains how to model measurement error, the effects of ignoring it, and how to correct for it. More applied than most books on measurement error, it describes basic models and methods, their uses in a range of application areas, and the associated terminology.
| Medium: | Taschenbuch |
|---|---|
| ISBN-13: | 9781032477688 |
| ISBN-10: | 1032477687 |
| Sprache: | Englisch |
| Autor: | Buonaccorsi, John P. |
| Hersteller: |
Taylor & Francis
Chapman and Hall/CRC |
| Verantwortliche Person für die EU: | preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de |
| Abbildungen: | 30 SW-Abb. |
| Maße: | 25 x 156 x 234 mm |
| Von/Mit: | John P. Buonaccorsi |
| Gewicht: | 0,701 kg |
| Medium: | Taschenbuch |
|---|---|
| ISBN-13: | 9781032477688 |
| ISBN-10: | 1032477687 |
| Sprache: | Englisch |
| Autor: | Buonaccorsi, John P. |
| Hersteller: |
Taylor & Francis
Chapman and Hall/CRC |
| Verantwortliche Person für die EU: | preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de |
| Abbildungen: | 30 SW-Abb. |
| Maße: | 25 x 156 x 234 mm |
| Von/Mit: | John P. Buonaccorsi |
| Gewicht: | 0,701 kg |
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