Practical econometrics : data collection, analysis, and application için kapak resmi
Başlık:
Practical econometrics : data collection, analysis, and application
Yazar:
Hilmer, Christiana E., author
ISBN:
9780071318518
Basım Bilgisi:
International student edition.
Fiziksel Tanımlama:
xvii, 523 pages : illustrations ; 28 cm.
Genel Not:
Includes index.
İçerik:
An introduction to econometrics and statistical inference -- Collection and management od data -- Summary statistics -- Simple linear regression -- Hypothesis testing in linear regresson analysis -- Multiple linear regression analysis -- Qualitative variables and nonlinearities in multiple linear regression analysis -- Model selection in multiple liner regression analysis -- Heteroskedasticity -- Time-Series analysis -- Autocorrelation -- Limited dependent variable anaysis -- Panel data -- Instrumental variables for simultaneous equations, endogenous independent variables, and measurement error -- Quantile regression, count data, sample selection bias, and quasi-experimental methods -- How to conduct and write-up an empirical research project
Özet:
Hilmer & Hilmer Practical Econometrics bridges the gap between theoretical and practical knowledge of introductory econometrics. The intuition underlying each individual econometric tool is explained, both verbally and visually whenever possible, before introducing the technical details required to actually implement the tool. Particular attention is paid to developing correct interpretation skills and the how-to's associated with effectively communicating the quality of one's work. The goal is to provide readers with not only the desire, but also the practical know-how to correctly utilize the econometric tools introduced and thereby increase the true power of the introductory econometrics course. Both Microsoft Excel and Stata software packages provide data examples throughout the text.
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Kitap EKOBKN0010227 330.015195 HIL 2014
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