Microeconometrics and MATLAB: An Introduction, Adams Abi

Автор: Cameron, Trivedi
Название: Microeconometrics
ISBN: 0521848059 ISBN-13(EAN): 9780521848053
Издательство: Cambridge Academ
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Цена: 6452 р.
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Описание: This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.

Название: Microeconometrics for Treatment Effect Analysis
ISBN: 0199267685 ISBN-13(EAN): 9780199267682
Издательство: Oxford Academ
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Цена: 15092 р.
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Описание: In many disciplines of science it is vital to know the effect of a 'treatment' on a response variable of interest; the effect being known as the 'treatment effect'. Here, the treatment can be a drug, an education program or an economic policy, and the response variable can be an illness, academic achievement or GDP. Once the effect is found, it is possible to intervene to adjust the treatment and attain a desired level of the response variable. A basic way to measure the treatment effect is to compare two groups, one of which received the treatment and the other did not. If the two groups are homogenous in all aspects other than their treatment status, then the difference between their response outcomes is the desired treatment effect. But if they differ in some aspects in addition to the treatment status, the difference in the response outcomes may be due to the combined influence of more than one factor. In non-experimental data where the treatment is not randomly assigned but self-selected, the subjects tend to differ in observed or unobserved characteristics. It is therefore imperative that the comparison be carried out with subjects similar in their characteristics. This book explains how this problem can be overcome so the attributable effect of the treatment can be found. This book brings to the fore recent advances in econometrics for treatment effects. The purpose of this book is to put together various economic treatments effect models in a coherent fashion, make it clear which can be parameters of interest, and show how they can be identified and estimated under weak assumptions. The emphasis throughout the book is on semi- and non-parametric estimation methods, but traditional parametric approaches are also discussed. This book is ideally suited to researchers and graduate students with a basic knowledge of econometrics.

Автор: Arbia
Название: Spatial Microeconometrics
ISBN: 1138833746 ISBN-13(EAN): 9781138833746
Издательство: Taylor&Francis
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Цена: 8359 р.
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Описание: Spatial Microeconometrics is an advanced textbook for researchers and graduate students. The book introduces the reader to the basic concepts of spatial statistics, spatial econometrics and spatial behavior of economics agents at the microeconomic level. Incorporating useful examples and presenting real data and datasets on real firms, the book takes the reader through the key topics in a systematic way. As the reader works through the book, the material becomes increasingly cutting edge, and the final part of the book summarizes some of the most recent contributions and their applications to microeconomic data. The book is written by leading figures in the field, and is completely up to date with the very latest research. It will be invaluable for students and researchers in economic geography, regional science, spatial econometrics, spatial statistics and urban economics.

Автор: Arbia
Название: Spatial Microeconometrics
ISBN: 1138833754 ISBN-13(EAN): 9781138833753
Издательство: Taylor&Francis
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Цена: 4179 р.
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Описание: Spatial Microeconometrics is an advanced textbook for researchers and graduate students. The book introduces the reader to the basic concepts of spatial statistics, spatial econometrics and spatial behavior of economics agents at the microeconomic level. Incorporating useful examples and presenting real data and datasets on real firms, the book takes the reader through the key topics in a systematic way. As the reader works through the book, the material becomes increasingly cutting edge, and the final part of the book summarizes some of the most recent contributions and their applications to microeconomic data. The book is written by leading figures in the field, and is completely up to date with the very latest research. It will be invaluable for students and researchers in economic geography, regional science, spatial econometrics, spatial statistics and urban economics.

Автор: Steven N. Durlauf
Название: Microeconometrics
ISBN: 0230238807 ISBN-13(EAN): 9780230238800
Издательство: Springer
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Цена: 9817 р.
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Описание: Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the discipline and is written by a leading practitioner in the field. A handy reference tool.

Автор: Durlauf Steven
Название: Microeconometrics
ISBN: 0230238815 ISBN-13(EAN): 9780230238817
Издательство: Springer
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Цена: 6077 р.
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Описание: Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the discipline and is written by a leading practitioner in the field. A handy reference tool.

Автор: Degryse, Hans; Kim, Moshe; Ongena, Steven
Название: Microeconometrics of Banking Methods, Applications, and Results
ISBN: 0195340477 ISBN-13(EAN): 9780195340471
Издательство: Oxford Academ
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Цена: 6141 р.
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Описание: This book provides a compendium to recent work in empirical banking. It follows the structure in "The Microeconomics of Banking" by Xavier Freixas and Jean Charles Rochet in arranging the relevant methodologies, applications and results to achieve a coherent synthesis between available theory and supporting empirics.

Автор: Caliendo Marco
Название: Microeconometric Evaluation of Labour Market Policies
ISBN: 3540287078 ISBN-13(EAN): 9783540287070
Издательство: Springer
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Цена: 9349 р.
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Описание: The evaluation of labour market and other public policies has become increasingly important in recent years. In an era of tight government budgets, a thorough analysis of these measures is imperative. This book provides a comprehensive overview and assessment of the most relevant microeconometric evaluation methods. It focuses on the popular propensity score matching method and gives extensive guidance for its implementation. In the second part of the book, this method is used to evaluate the employment effects of job creation schemes on the participating individuals in Germany. Based on a large administrative dataset of over 11,000 participants, the study allows to draw policy-relevant conclusions for the first time.

Автор: Wisniewski Jerzy W.
Название: Microeconometrics in Business Management
ISBN: 1119096804 ISBN-13(EAN): 9781119096801
Издательство: Wiley
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Цена: 5983 р.
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Описание: This book introduces the application of microeconometric methods for modelling various aspects of economic activity for small to large size enterprises, using methods that are based on both time-series and cross-section approaches.

Автор: Adams Abi, Clarke Damian, Quinn Simon
Название: Microeconometrics and MATLAB: An Introduction
ISBN: 0198754493 ISBN-13(EAN): 9780198754497
Издательство: Oxford Academ
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Цена: 10668 р.
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Описание: This book is a practical guide for theory-based empirical analysis in economics that guides the reader through the first steps when moving between economic theory and applied research. The book provides a hands-on introduction to some of the techniques that economists use for econometric estimation and shows how to convert a selection of standard and advanced estimators into MATLAB code.
The book first provides a brief introduction to MATLAB and its syntax, before moving into microeconometric applications studied in undergraduate and graduate econometrics courses. Along with standard estimation methods such as, for example, Method of Moments, Maximum Likelihood, and constrained optimisation, the book also includes a series of chapters examining more advanced research methods. These include discrete choice, discrete games, dynamic models on a finite and infinite horizon, and semi- and nonparametric methods. In closing, it discusses more advanced features that can be used to optimise use of MATLAB, including parallel computing.
Each chapter is structured around a number of worked examples, designed for the reader to tackle as they move through the book. Each chapter ends with a series of readings, questions, and extensions, designed to help the reader on their way to adapting the examples in the book to fit their own research questions.