LEADER 05191nam 22006975 450 001 9910438149103321 005 20200706162445.0 010 $a3-642-32914-4 024 7 $a10.1007/978-3-642-32914-2 035 $a(CKB)2670000000327988 035 $a(EBL)1082616 035 $a(OCoLC)827212431 035 $a(SSID)ssj0000859725 035 $a(PQKBManifestationID)11479275 035 $a(PQKBTitleCode)TC0000859725 035 $a(PQKBWorkID)10882389 035 $a(PQKB)10201784 035 $a(DE-He213)978-3-642-32914-2 035 $a(MiAaPQ)EBC6312549 035 $a(MiAaPQ)EBC1082616 035 $a(Au-PeEL)EBL1082616 035 $a(CaPaEBR)ebr10969168 035 $a(PPN)168323060 035 $a(EXLCZ)992670000000327988 100 $a20130125d2013 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aApplied Panel Data Analysis for Economic and Social Surveys /$fby Hans-Jürgen Andreß, Katrin Golsch, Alexander W. Schmidt 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (336 p.) 300 $aDescription based upon print version of record. 311 $a3-642-32913-6 327 $aIntroduction: Benefits and challenges of the panel design -- Outline of the book -- Audience and prerequisites -- Acknowledgements -- Managing panel data: The nature of panel data -- The basics of panel data management -- Three case studies on poverty in Germany -- How to represent a population with panel data?- Conclusion and further reading -- Describing and modeling panel data: Some basic terminology -- Measurements over time are not independent -- Describing the dependent variable --  Explaining the dependent variable over time: typical explanatory variables -- Modeling panel data.-  Estimating models for panel data -- Overview of subsequent chapters -- Panel analysis of continuous variables: Modeling the level of Y -- Modeling the change of Y.-  Conclusion and further reading --  Panel analysis of categorical variables: Modeling the level of Y: Discrete response models for panel data -- Modeling the change of Y: Discrete-time event history models for panel data -- Conclusion and further reading -- Conclusion: How to do your own panel analysis --  A: Functions of random variables -- B: Estimation and testing:  Ordinary least squares -- How to compute a regression model fitting the data?- Sampling and sampling errors -- How to choose between different estimation methods?- How to estimate the parameters of an unknown population with a sample of data?- How to test parameters of an unknown population with a sample of data?- Maximum likelihood -- C: Web site of the textbook -- Bibliography -- Index. 330 $aMany economic and social surveys are designed as panel studies, which provide important data for describing social changes and testing causal relations between social phenomena. This textbook shows how to manage, describe, and model these kinds of data. It presents models for continuous and categorical dependent variables, focusing either on the level of these variables at different points in time or on their change over time. It covers fixed and random effects models, models for change scores and event history models. All statistical methods are explained in an application-centered style using research examples from scholarly journals, which can be replicated by the reader through data provided on the accompanying website. As all models are compared to each other, it provides valuable assistance with choosing the right model in applied research. The textbook is directed at master and doctoral students as well as applied researchers in the social sciences, psychology, business administration and economics. Readers should be familiar with linear regression and have a good understanding of ordinary least squares estimation. 606 $aStatistics  606 $aSocial sciences 606 $aEconometrics 606 $aStatistics for Social Sciences, Humanities, Law$3https://scigraph.springernature.com/ontologies/product-market-codes/S17040 606 $aMethodology of the Social Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/X17000 606 $aEconometrics$3https://scigraph.springernature.com/ontologies/product-market-codes/W29010 615 0$aStatistics . 615 0$aSocial sciences. 615 0$aEconometrics. 615 14$aStatistics for Social Sciences, Humanities, Law. 615 24$aMethodology of the Social Sciences. 615 24$aEconometrics. 676 $a330.015195 700 $aAndreß$b Hans-Jürgen$4aut$4http://id.loc.gov/vocabulary/relators/aut$0525057 702 $aGolsch$b Katrin$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aSchmidt$b Alexander W$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910438149103321 996 $aApplied Panel Data Analysis for Economic and Social Surveys$92543720 997 $aUNINA