Distributed Lags
Distributed Lags

Author: Phoebus J. Dhrymes

Publisher: North Holland

Published: 1981

Total Pages: 492

ISBN-13:

DOWNLOAD EBOOK

This volume presents an analysis of the estimation of distributed lag models. It covers the algebraic structure of lag operators and examines the estimation of problems connected with finite and infinite lag structures, under a variety of assumptions pertaining to the error process. This revised edition emphasizes the potential applications of distributed lags, discussing the polynomial lag hypothesis and its relation to restricted least squares. Also, the test for autocorrelation of the error structure, when the model specification contains a lagged endogenous variable, is examined. The material is suitable for second-year graduate students in economics, and for undergraduates in statistics, mathematics, operations research, econometrics and electrical engineering, providing they have a background in calculus, linear algebra and mathematical statistics.

Developing Econometrics
Developing Econometrics

Author: Hengqing Tong

Publisher: John Wiley & Sons

Published: 2011-12-12

Total Pages: 489

ISBN-13: 0470681772

DOWNLOAD EBOOK

Statistical Theories and Methods with Applications to Economics and Business highlights recent advances in statistical theory and methods that benefit econometric practice. It deals with exploratory data analysis, a prerequisite to statistical modelling and part of data mining. It provides recently developed computational tools useful for data mining, analysing the reasons to do data mining and the best techniques to use in a given situation. Provides a detailed description of computer algorithms. Provides recently developed computational tools useful for data mining Highlights recent advances in statistical theory and methods that benefit econometric practice. Features examples with real life data. Accompanying software featuring DASC (Data Analysis and Statistical Computing). Essential reading for practitioners in any area of econometrics; business analysts involved in economics and management; and Graduate students and researchers in economics and statistics.

The Theory and Practice of Econometrics
The Theory and Practice of Econometrics

Author: George G. Judge

Publisher: John Wiley & Sons

Published: 1991-01-16

Total Pages: 1062

ISBN-13: 047189530X

DOWNLOAD EBOOK

This broadly based graduate-level textbook covers the major models and statistical tools currently used in the practice of econometrics. It examines the classical, the decision theory, and the Bayesian approaches, and contains material on single equation and simultaneous equation econometric models. Includes an extensive reference list for each topic.

Econometrics
Econometrics

Author: Badi H. Baltagi

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 412

ISBN-13: 3662005166

DOWNLOAD EBOOK

A thorough treatment of basic econometric methods and their underlying assumptions. This textbook also includes a simple and concise treatment of more advanced topics in time-series, limited dependent variables and panel data models, as well as specification testing, Gauss-Newton regressions and regression diagnostics. The strength of this book lies in its ability to present difficult material in a simple, yet rigorous manner. Exercises in each chapter contain theoretical problems that supplement the understanding of the material. In addition, a set of empirical illustrations demonstrate some of the basic results learned, and all empirical exercises are solved using various econometric software packages.

Econometrics
Econometrics

Author: Badi Hani Baltagi

Publisher: Springer Science & Business Media

Published: 2002

Total Pages: 426

ISBN-13: 9783540435013

DOWNLOAD EBOOK

As well as specification testing, Gauss-Newton regressions and regression diagnostics. In addition, the book features a set of empirical illustrations that demonstrate some of the basic results. The empirical exercises are solved using several econometric software packages.

Time Series Models for Business and Economic Forecasting
Time Series Models for Business and Economic Forecasting

Author: Philip Hans Franses

Publisher: Cambridge University Press

Published: 2014-04-24

Total Pages: 421

ISBN-13: 1139952129

DOWNLOAD EBOOK

With a new author team contributing decades of practical experience, this fully updated and thoroughly classroom-tested second edition textbook prepares students and practitioners to create effective forecasting models and master the techniques of time series analysis. Taking a practical and example-driven approach, this textbook summarises the most critical decisions, techniques and steps involved in creating forecasting models for business and economics. Students are led through the process with an entirely new set of carefully developed theoretical and practical exercises. Chapters examine the key features of economic time series, univariate time series analysis, trends, seasonality, aberrant observations, conditional heteroskedasticity and ARCH models, non-linearity and multivariate time series, making this a complete practical guide. Downloadable datasets are available online.

Advanced Econometric Theory
Advanced Econometric Theory

Author: John Chipman

Publisher: Routledge

Published: 2013-03-01

Total Pages: 383

ISBN-13: 1134340443

DOWNLOAD EBOOK

When learning econometrics, what better way than to be taught by one of its masters. In this significant new volume, John Chipman, the eminence grise of econometrics, presents his classic lectures in econometric theory. Starting with the linear regression model, least squares, Gauss-Markov theory and the first principals of econometrics, this book guides the introductory student to an advanced stage of ability. The text covers multicollinearity and reduced-rank estimation, the treatment of linear restrictions and minimax estimation. Also included are chapters on the autocorrelation of residuals and simultaneous-equation estimation. By the end of the text, students will have a solid grounding in econometrics. Despite the frequent complexity of the subject matter, Chipman's clear explanations, concise prose and sharp analysis make this book stand out from others in the field. With mathematical rigor sharpened by a lifetime of econometric analysis, this significant volume is sure to become a seminal and indispensable text in this area.

Probability Theory and Statistical Inference
Probability Theory and Statistical Inference

Author: Aris Spanos

Publisher: Cambridge University Press

Published: 1999-09-02

Total Pages: 848

ISBN-13: 9780521424080

DOWNLOAD EBOOK

This major new textbook is intended for students taking introductory courses in Probability Theory and Statistical Inference. The primary objective of this book is to establish the framework for the empirical modelling of observational (non-experimental) data. The text is extremely student-friendly, with pathways designed for semester usage, and although aimed primarily at students at second-year undergraduate level and above studying econometrics and economics, Probability Theory and Statistical Inference will also be useful for students in other disciplines which make extensive use of observational data, including Finance, Biology, Sociology and Psychology.