| 000 | 02666nam a22004335i 4500 | ||
|---|---|---|---|
| 001 | 978-3-540-78389-3 | ||
| 003 | DE-He213 | ||
| 005 | 20161121231004.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 100301s2008 gw | s |||| 0|eng d | ||
| 020 |
_a9783540783893 _9978-3-540-78389-3 |
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| 024 | 7 |
_a10.1007/978-3-540-78389-3 _2doi |
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| 050 | 4 | _aHB139-141 | |
| 072 | 7 |
_aKCH _2bicssc |
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| 072 | 7 |
_aBUS021000 _2bisacsh |
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| 082 | 0 | 4 |
_a330.015195 _223 |
| 100 | 1 |
_aWinkelmann, Rainer. _eauthor. |
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| 245 | 1 | 0 |
_aEconometric Analysis of Count Data _h[electronic resource] / _cby Rainer Winkelmann. |
| 250 | _aFifth edition. | ||
| 264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2008. |
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| 300 |
_aXVI, 320 p. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 505 | 0 | _aProbability Models for Count Data -- Poisson Regression -- Unobserved Heterogeneity -- Sample Selection and Endogeneity -- Zeros in Count Data Models -- Correlated Count Data -- Bayesian Analysis of Count Data -- Applications. | |
| 520 | _aThe book provides graduate students and researchers with an up-to-date survey of statistical and econometric techniques for the analysis of count data, with a focus on conditional distribution models. Proper count data probability models allow for rich inferences, both with respect to the stochastic count process that generated the data, and with respect to predicting the distribution of outcomes. The book starts with a presentation of the benchmark Poisson regression model. Alternative models address unobserved heterogeneity, state dependence, selectivity, endogeneity, underreporting, and clustered sampling. Testing and estimation is discussed from frequentist and Bayesian perspectives. Finally, applications are reviewed in fields such as economics, marketing, sociology, demography, and health sciences. The fifth edition contains several new topics, including copula functions, Poisson regression for non-counts, additional semi-parametric methods, and discrete factor models. Other sections have been reorganized, rewritten, and extended. . | ||
| 650 | 0 | _aStatistics. | |
| 650 | 0 | _aEconometrics. | |
| 650 | 1 | 4 | _aEconomics. |
| 650 | 2 | 4 | _aEconometrics. |
| 650 | 2 | 4 | _aStatistics for Business/Economics/Mathematical Finance/Insurance. |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783540776482 |
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-540-78389-3 |
| 912 | _aZDB-2-SBE | ||
| 950 | _aBusiness and Economics (Springer-11643) | ||
| 999 |
_c506898 _d506898 |
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