Probability And Statistics For Economists
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Probability And Statistics For Economists
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Author : Bruce Hansen
language : en
Publisher: Princeton University Press
Release Date : 2022-08-16
Probability And Statistics For Economists written by Bruce Hansen and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-16 with Business & Economics categories.
A comprehensive and up-to-date introduction to the mathematics that all economics students need to know Probability theory is the quantitative language used to handle uncertainty and is the foundation of modern statistics. Probability and Statistics for Economists provides graduate and PhD students with an essential introduction to mathematical probability and statistical theory, which are the basis of the methods used in econometrics. This incisive textbook teaches fundamental concepts, emphasizes modern, real-world applications, and gives students an intuitive understanding of the mathematics that every economist needs to know. Covers probability and statistics with mathematical rigor while emphasizing intuitive explanations that are accessible to economics students of all backgroundsDiscusses random variables, parametric and multivariate distributions, sampling, the law of large numbers, central limit theory, maximum likelihood estimation, numerical optimization, hypothesis testing, and moreFeatures hundreds of exercises that enable students to learn by doingIncludes an in-depth appendix summarizing important mathematical results as well as a wealth of real-world examplesCan serve as a core textbook for a first-semester PhD course in econometrics and as a companion book to Bruce E. Hansen’s EconometricsAlso an invaluable reference for researchers and practitioners
Probability And Statistics For Economists
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Author : Yongmiao Hong
language : en
Publisher: World Scientific Publishing Company
Release Date : 2017-11-02
Probability And Statistics For Economists written by Yongmiao Hong and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-02 with Business & Economics categories.
Probability and Statistics have been widely used in various fields of science, including economics. Like advanced calculus and linear algebra, probability and statistics are indispensable mathematical tools in economics. Statistical inference in economics, namely econometric analysis, plays a crucial methodological role in modern economics, particularly in empirical studies in economics.This textbook covers probability theory and statistical theory in a coherent framework that will be useful in graduate studies in economics, statistics and related fields. As a most important feature, this textbook emphasizes intuition, explanations and applications of probability and statistics from an economic perspective.
Lectures On Probability And Statistics For Graduate Level Economics
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Author : Antonio Jimenez-martinez
language : en
Publisher: World Scientific
Release Date : 2024-09-24
Lectures On Probability And Statistics For Graduate Level Economics written by Antonio Jimenez-martinez and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-24 with Business & Economics categories.
Sound knowledge of rigorous probability and statistics methods is essential to pursue graduate studies in economics. These sorts of tools are largely required to conduct research in modern fields of economics such as economic theory, empirical economics, experimental economics, or data science for economics.These notes provide an intuitive roadmap to navigate graduate-level courses in mathematical probability and statistics for economists. Each chapter presents questions prevalent on each topic and lays out the state-of-the-art theoretical frameworks used to address such questions. The book offers a diverse array of solved examples to help gain intuitions on abstract concepts, as well as unsolved exercises to stimulate the readers' training in such concepts. The book presents the theoretical side of probability and statistics in a rather concise way and stresses the importance of motivating examples and observations.
Lectures On Probability And Statistics For Graduate Level Economics
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Author : Antonio Jimenez-Martinez
language : en
Publisher:
Release Date : 2024-10-17
Lectures On Probability And Statistics For Graduate Level Economics written by Antonio Jimenez-Martinez and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-17 with Business & Economics categories.
Sound knowledge of rigorous probability and statistics methods is essential to pursue graduate studies in economics. These sorts of tools are largely required to conduct research in modern fields of economics such as economic theory, empirical economics, experimental economics, or data science for economics. These notes provide an intuitive roadmap to navigate graduate-level courses in mathematical probability and statistics for economists. Each chapter presents questions prevalent on each topic and lays out the state-of-the-art theoretical frameworks used to address such questions. The book offers a diverse array of solved examples to help gain intuitions on abstract concepts, as well as unsolved exercises to stimulate the readers' training in such concepts. The book presents the theoretical side of probability and statistics in a rather concise way and stresses the importance of motivating examples and observations.
Applied Statistics For Economists
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Author : Margaret Lewis
language : en
Publisher: Routledge
Release Date : 2012-11-12
Applied Statistics For Economists written by Margaret Lewis and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-12 with Business & Economics categories.
This book is an undergraduate text that introduces students to commonly-used statistical methods in economics. Using examples based on contemporary economic issues and readily-available data, it not only explains the mechanics of the various methods, it also guides students to connect statistical results to detailed economic interpretations. Because the goal is for students to be able to apply the statistical methods presented, online sources for economic data and directions for performing each task in Excel are also included.
Mathematical Statistics For Economics And Business
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Author : Ron C. Mittelhammer
language : en
Publisher: Springer Science & Business Media
Release Date : 1999-05-27
Mathematical Statistics For Economics And Business written by Ron C. Mittelhammer and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-05-27 with Mathematics categories.
A comprehensive introduction to the principles underlying statistical analyses in the fields of economics, business, and econometrics. The selection of topics is specifically designed to provide students with a substantial conceptual foundation, from which to achieve a thorough and mature understanding of statistical applications within the fields. After introducing the concepts of probability, random variables, and probability density functions, the author develops the key concepts of mathematical statistics, notably: expectation, sampling, asymptotics, and the main families of distributions. The latter half of the book is then devoted to the theories of estimation and hypothesis testing with associated examples and problems that indicate their wide applicability in economics and business. Includes hundreds of exercises and problems.
F Y Edgeworth Writings In Probability Statistics And Economics
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Author : Francis Ysidro Edgeworth
language : en
Publisher: Edward Elgar Publishing
Release Date : 1996
F Y Edgeworth Writings In Probability Statistics And Economics written by Francis Ysidro Edgeworth and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Business & Economics categories.
A compilation of Edgeworth's published articles in probability theory and mathematical statistics, highlighting the evolution of the economist's theories beginning in 1925. Credited with being the nominal inventor of the Edgeworth Box diagram and the contract curve, this three volume set shows to an advantage his work in probability, the law of error, and the applications of probability and statistical theory to economics and the social sciences. The articles are presented as "photocopies" of the originals, including accompanying illustrations. Annotation copyright by Book News, Inc., Portland, OR
Statistics For Economists
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Author : Ralph E. Beals
language : en
Publisher:
Release Date : 1972
Statistics For Economists written by Ralph E. Beals and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Mathematics categories.
F Y Edgeworth Writings In Probability Statistics And Economics Applications Of Probability And Statistical Theory
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Author : Francis Ysidro Edgeworth
language : en
Publisher:
Release Date : 1996
F Y Edgeworth Writings In Probability Statistics And Economics Applications Of Probability And Statistical Theory written by Francis Ysidro Edgeworth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Econometrics categories.
Probability Statistics And Econometrics
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Author : Oliver Linton
language : en
Publisher: Academic Press
Release Date : 2017-03-04
Probability Statistics And Econometrics written by Oliver Linton and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-04 with Business & Economics categories.
Probability, Statistics and Econometrics provides a concise, yet rigorous, treatment of the field that is suitable for graduate students studying econometrics, very advanced undergraduate students, and researchers seeking to extend their knowledge of the trinity of fields that use quantitative data in economic decision-making. The book covers much of the groundwork for probability and inference before proceeding to core topics in econometrics. Authored by one of the leading econometricians in the field, it is a unique and valuable addition to the current repertoire of econometrics textbooks and reference books. - Synthesizes three substantial areas of research, ensuring success in a subject matter than can be challenging to newcomers - Focused and modern coverage that provides relevant examples from economics and finance - Contains some modern frontier material, including bootstrap and lasso methods not treated in similar-level books - Collects the necessary material for first semester Economics PhD students into a single text