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Applied statistics and econometricsbasic topics and tools with Gretl and R /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applied statistics and econometricsby Bjornar Karlsen Kivedal.
其他題名:	basic topics and tools with Gretl and R /
作者:	Karlsen Kivedal, Bjornar.
出版者:	Cham :Springer Nature Switzerland :2024.
面頁冊數:	xviii, 246 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Econometrics.
電子資源:	https://doi.org/10.1007/978-3-031-53142-2
ISBN:	9783031531422$q(electronic bk.)

Applied statistics and econometricsbasic topics and tools with Gretl and R /
Karlsen Kivedal, Bjornar.

Applied statistics and econometricsbasic topics and tools with Gretl and R /[electronic resource] :by Bjornar Karlsen Kivedal. - Cham :Springer Nature Switzerland :2024. - xviii, 246 p. :ill., digital ;24 cm.

1. Introduction 2 -- Start using Gretl and R 3 -- Basic Material 4 -- Hypothesis testing 5 -- Simple linear regression 6 -- Multiple regression 7 -- Regression using dummy variables 8 -- Non linear models 9 -- Time series analysis 10 -- Other statistical tools.

This accessible textbook introduces the foundations of applied econometrics and statistics for undergraduate students. It covers 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 using and understanding 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. Bjørnar Karlsen Kivedal is a Professor at the Faculty of Computer Science, Engineering and Economics at Østfold University College, Norway. He has over 15 years' experience of teaching statistics, mathematics and econometrics. He is also a researcher at Housing Lab at Oslo Metropolitan University.

ISBN: 9783031531422$q(electronic bk.)

Standard No.: 10.1007/978-3-031-53142-2doiSubjects--Topical Terms:

182271
Econometrics.

LC Class. No.: HB139

Dewey Class. No.: 330.015195

Applied statistics and econometricsbasic topics and tools with Gretl and R /
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