| 000 -LEADER |
|---|
| fixed length control field |
01761nam a2200265Ia 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
DE-boiza |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20191105102253.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
191008 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
3-540-67340-7 |
| 040 ## - CATALOGING SOURCE |
|---|
| Transcribing agency |
IZA |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Winkelmann, Rainer |
| 9 (RLIN) |
4472 |
| 245 #0 - TITLE STATEMENT |
|---|
| Title |
Econometric Analysis of Count Data |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
3., rev. and enl. ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Date of publication, distribution, etc. |
2000 |
| Name of publisher, distributor, etc. |
Springer, |
| Place of publication, distribution, etc. |
Berlin et al., |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
282 pages |
| 340 ## - PHYSICAL MEDIUM |
|---|
| Location within medium |
C2 62 |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The 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 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
count data |
| 9 (RLIN) |
4473 |
|
|---|
| Topical term or geographic name entry element |
econometric model |
| 9 (RLIN) |
266 |
|
|---|
| Topical term or geographic name entry element |
applied statistics |
| 9 (RLIN) |
335 |
|
|---|
| Topical term or geographic name entry element |
statistical methods |
| 9 (RLIN) |
5273 |
|
|---|
| Topical term or geographic name entry element |
panel data |
| 9 (RLIN) |
973 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://www.springer.com/gp/book/9783540776482">https://www.springer.com/gp/book/9783540776482</a> |
| Link text |
Publisher's website |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Monography |
| Source of classification or shelving scheme |
|
