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Více informací o knize Applied Statistics and Econometrics

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Anotace knihy

This accessible textbook introduces the foundations of applied econometrics and statistics for undergraduate students. It covers all the key topics in econometrics by using step-by-step examples in Gretl and R, providing a guide to using statistical software and the tools for econometric analysis in one self-contained resource.Taking a concise, non-technical approach, the book covers topics including simple regression and hypothesis testing, multiple regression with control variables and isolating effects, instrumental variables, dummy variables, non-linear effects, probability models, heteroskedasticity, time series analysis, and other applied statistical tools such as t-tests and chi squared tests. The book uses small data sets to easily facilitate students' transition from manual statistical calculations to statistical software, including step-by-step examples of regression analysis, as well as additional chapters to aid with econometric notation and mathematical prerequisites, and accompanying online exercises and data sets. This book will be a valuable resource for upper undergraduate students taking courses in introductory econometrics and statistics, as well as students in business administration and other fields of study in social sciences utilising quantitative methods. Graduate students may also benefit from the book.

Parametry knihy

Zařazení knihy Knihy v angličtině Economics, finance, business & management Economics Econometrics

• Plný název: Applied Statistics and Econometrics
• Podnázev: Basic Topics and Tools with Gretl and R
• Autor: Bjørnar Karlsen Kivedal
• Jazyk: Angličtina
• Vazba: Brožovaná
• EAN: 9783031531415
• ID: 44623799
• Nakladatelství: Springer, Berlin
• Rozměry: 235 × 155 mm
• Datum vydání: 13. May 2024

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