Download or read book Notes on Basic Concepts for Initiation in ECONOMETRICS written by Cesar Gallo and published by Independently Published. This book was released on 2021-06-17 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a set of notes about basic concepts to introduce Econometrics. It is not a textbook on Econometrics. The objective is to offer a shorter and easier way to learn the basic concepts by using mainly matrix methods that provide the student with a global vision of what this discipline is about and its usefulness in economic research. To achive this objective the emphasis is placed on understanding the concepts. These notes can be useful to both undergraduate students and graduate students, who are going to study subjects related to this discipline for the first time. However, it is necessary to emphasize that students must have basic knowledge of differential calculus, in particular optimization, along with matrix algebra, and statistics. These concepts are not discussed in this book. The notes are presented in four chapters. The first one offers an introduction with basic definitions and a general presentation of different types of models. In the second chapter, the classical linear regression model is introduced by applying a matrix approach. Assumptions are discussed in detail and the least-squares estimation method is also developed. The third chapter provides a brief introduction to dynamic models and time series. The last chapter deals with the evaluation of the econometric model which is explained in two parts. The first one addresses the problems of model specification, while the second one deals with the violation of the assumptions about disturbances.
Download or read book Introduction to Econometrics written by Christopher Dougherty and published by Oxford University Press, USA. This book was released on 1992 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, econometrics has gained a more important role in the study of economics due to the realization that an understanding of empirical research is essential for a greater grasp of economic concepts. A basic introduction, written in non-technical, informal language, this text keeps mathematical demands to a minimum so that students may spend less time on technicalities, and more on understanding basic concepts. Comprehensive, clear, and broad in its coverage of basic principles, Introduction to Econometrics makes this important and complex subject accessible to beginners.
Download or read book Introduction to Econometrics written by Henri Theil and published by Prentice Hall. This book was released on 1978 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: What econometrics is about; The simple regression model; The multiple regression model; Extensions of the regression model; Prediction and control.
Download or read book Introduction to Econometrics written by Harry H. Kelejian and published by HarperCollins Publishers. This book was released on 1989 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Introduction to Econometrics written by G.M.K. Madnani and published by Oxford and IBH Publishing. This book was released on 2015-08-30 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary object of writing this book was to design a text on Econometrics which makes most mathematical demands on students. Going into eighth edition is itself a proof that teachers and students have liked the presentation of the matter in the text keeping the very basic objective in view all through the editions. With the increased demand for empirical content in the text, this edition also includes two appendixes. Estimation of Nonlinear relations & Growth Models; Estimation of Qualitative Models (Extension of Logit & Probit Models) Since problem of model validation is more complicated than its estimation; a new chapter on How to investigate goodness of econometric model has been added in the present edition. Contents: Basic Statistical Theory: Elementary Statistics: A Review / Probability and Related Distributions / Derivation and Properties of Estimators / ANOVA and Regression Analysis / Econometric Principles: Definition and Scope of Econometrics / Simple Regression Estimation and Testing Procedures / Functional Forms of Regression Models and Methods of Estimation / Multiple Regression and Generalised Estimation Methods / Serial Correlation (Autocorrelation) and Heteroscedasticity / Miscellaneous Problems in Regression Analysis / Adhoc Procedures in Regression Analysis (Instrumental and Dummy Variables) / Simultaneous-Equation Models / The Identification Problem / Estimation of Simultaneous-Equation Models / How to Investigate Goodness of Econometric Model / Appendix on Chapter Seven / Appendix on Chapter Eleventh / Selected Bibliography / Statistical Tables / Index
Download or read book A Concise Introduction to Econometrics written by Philip Hans Franses and published by Cambridge University Press. This book was released on 2002-12-12 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this short and very practical 2002 introduction to econometrics Philip Hans Franses guides the reader through the essential concepts of econometrics. Central to the book are practical questions in various economic disciplines, which can be answered using econometric methods and models. The book focuses on a limited number of the essential, most widely used methods, before going on to review the basics of econometrics. The book ends with a number of case studies drawn from recent empirical work to provide an intuitive illustration of what econometricians do when faced with practical questions. Throughout the book Franses emphasises the importance of specification, evaluation and implementation of models appropriate to the data. Assuming basic familiarity only with matrix algebra and calculus the book is designed to appeal as either a short stand-alone introduction for students embarking on an empirical research project or as a supplement to any standard introductory textbook.
Download or read book An Introduction to Mathematical Analysis for Economic Theory and Econometrics written by Dean Corbae and published by Princeton University Press. This book was released on 2009-02-17 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing an introduction to mathematical analysis as it applies to economic theory and econometrics, this book bridges the gap that has separated the teaching of basic mathematics for economics and the increasingly advanced mathematics demanded in economics research today. Dean Corbae, Maxwell B. Stinchcombe, and Juraj Zeman equip students with the knowledge of real and functional analysis and measure theory they need to read and do research in economic and econometric theory. Unlike other mathematics textbooks for economics, An Introduction to Mathematical Analysis for Economic Theory and Econometrics takes a unified approach to understanding basic and advanced spaces through the application of the Metric Completion Theorem. This is the concept by which, for example, the real numbers complete the rational numbers and measure spaces complete fields of measurable sets. Another of the book's unique features is its concentration on the mathematical foundations of econometrics. To illustrate difficult concepts, the authors use simple examples drawn from economic theory and econometrics. Accessible and rigorous, the book is self-contained, providing proofs of theorems and assuming only an undergraduate background in calculus and linear algebra. Begins with mathematical analysis and economic examples accessible to advanced undergraduates in order to build intuition for more complex analysis used by graduate students and researchers Takes a unified approach to understanding basic and advanced spaces of numbers through application of the Metric Completion Theorem Focuses on examples from econometrics to explain topics in measure theory
Download or read book An Introduction to Econometric Theory written by James Davidson and published by John Wiley & Sons. This book was released on 2018-07-18 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to economics, statistics and finance that explores the mathematical foundations underling econometric methods An Introduction to Econometric Theory offers a text to help in the mastery of the mathematics that underlie econometric methods and includes a detailed study of matrix algebra and distribution theory. Designed to be an accessible resource, the text explains in clear language why things are being done, and how previous material informs a current argument. The style is deliberately informal with numbered theorems and lemmas avoided. However, very few technical results are quoted without some form of explanation, demonstration or proof. The author — a noted expert in the field — covers a wealth of topics including: simple regression, basic matrix algebra, the general linear model, distribution theory, the normal distribution, properties of least squares, unbiasedness and efficiency, eigenvalues, statistical inference in regression, t and F tests, the partitioned regression, specification analysis, random regressor theory, introduction to asymptotics and maximum likelihood. Each of the chapters is supplied with a collection of exercises, some of which are straightforward and others more challenging. This important text: Presents a guide for teaching econometric methods to undergraduate and graduate students of economics, statistics or finance Offers proven classroom-tested material Contains sets of exercises that accompany each chapter Includes a companion website that hosts additional materials, solution manual and lecture slides Written for undergraduates and graduate students of economics, statistics or finance, An Introduction to Econometric Theory is an essential beginner’s guide to the underpinnings of econometrics.
Download or read book Introduction to Econometrics written by James H. Stock and published by Addison Wesley Publishing Company. This book was released on 2003 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for a first course in introductory econometrics, Introduction to Econometrics, reflects modern theory and practice, with interesting applications that motivate & and match up with the & theory to ensure students grasp the relevance of econometrics. Authors James H. Stock and Mark W. Watson integrate real-world questions and data into the development of the theory, with serious treatment of the substantive findings of the resulting empirical analysis.
Download or read book Introduction to Econometrics written by Gary Koop and published by John Wiley & Sons. This book was released on 2008-03-10 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Econometrics has been written as a core textbook for a first course in econometrics taken by undergraduate or graduate students. It is intended for students taking a single course in econometrics with a view towards doing practical data work. It will also be highly useful for students interested in understanding the basics of econometric theory with a view towards future study of advanced econometrics. To achieve this end, it has a practical emphasis, showing how a wide variety of models can be used with the types of data sets commonly used by economists. However, it also has enough discussion of the underlying econometric theory to give the student a knowledge of the statistical tools used in advanced econometrics courses. Key Features: * A non-technical summary of the basic tools of econometrics is given in chapters 1 and 2, which allows the reader to quickly start empirical work. * The foundation offered in the first two chapters makes the theoretical econometric material, which begins in chapter 3, more accessible. * Provides a good balance between econometric theory and empirical applications. * Discusses a wide range of models used by applied economists including many variants of the regression model (with extensions for panel data), time series models (including a discussion of unit roots and cointegration) and qualitative choice models (probit and logit). An extensive collection of web-based supplementary materials is provided for this title, including: data sets, problem sheets with worked through answers, empirical projects, sample exercises with answers, and slides for lecturers. URL: www.wileyeurope.com/college/koop
Download or read book A Practical Introduction to Econometric Methods written by Patrick K. Watson and published by . This book was released on 2002 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and practice of classical and modern econometric methods. It seeks to help the reader: understand the scope and limitations of econometrics; read, write and interpret articles and reports of an applied econometric nature; and to build upon the elements introduced.
Download or read book Basic Econometrics written by Dr.M.Chitra and published by Shanlax Publications. This book was released on with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a guide for students who are studying econometrics as a course in their programme, There are 5 modules or units in this study material. The first unit explicate from the origin of econometrics, meaning, definition, need econometrics as a separate discipline, the scope of econometrics, Methodology of Econometrics, Reasons for introduction of stochastic error term, the difference between economic and econometric model and limitation. The second unit depicts about the simple linear regression in the aspects of its assumptions, derivations of its estimation of parameter value, properties and its technical note, applications of simple linear regression with examples. The third unit is the extension of simple linear regression as multiple regression with basic input with examples for applying in reality. The fourth unit briefly explains the violations of assumptions such as multicollinearity, homesecdasticity, autocorrelation, and specification errors in the aspects of causes, consequences, way of diagnostic the presence or absence and the remedies to rectify the issues. The fifth module or unit introduces about the qualitative response models with dummies, distributed lag models with importance’s of lag, analysis of variance, analysis of covariance, comparison of analysis of variance and analysis of covariance. The last unit attempted to explain about the free open source software Gretel to apply in need of finding solution to an economic phenomenon. The Glossary is attached in the annexure for a better understanding the terminology of econometrics which will support to face multiple choice questions of any competitive examinations in national and state level. In Simple words, this book is a guide to get the knowledge of econometrics and apply the same into reality wherever necessary.
Download or read book An Introduction to Econometrics written by Lawrence Robert Klein and published by Greenwood. This book was released on 1977 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book INTRODUCTION TO ECONOMETRICS 3RD ED written by Maddala and published by John Wiley & Sons. This book was released on 2007 with total page 668 pages. Available in PDF, EPUB and Kindle. Book excerpt: Market_Desc: · Advanced undergraduate and graduate level courses in econometrics Special Features: The new edition includes the following features: three new chapters have been added: Chapter 15 Panel Data Analysis includes discussion on Fixed Effect Models, Random Effect Models, the SUR Model and the Random Coefficient Model Chapter 16 Large Sample Inference covers the Maximum Likelihood Effect and the Method of Generalized Moments Chapter 17 Small Sample Inference: Resampling Methods focuses on Monte Carlo Methods and Bootstrap Methods Chapter 14 Unit Roots and Co integration has been significantly rewritten to reflect recent developments in the Dickey-Fuller (DF), the Augmented Dickey-Fuller (ADF) tests and the Johansen procedure new data sets. About The Book: Introduction to Econometrics has been significantly revised to include new developments in the field. The book contains new chapters on panel data analysis, large sample inference and small sample inference. It also has a separate chapter on Unit Roots and Co integration which reflects recent developments in the Dickey-Fuller (DF), the Augmented Dickey-Fuller (ADF) tests and the Johansen procedure.
Download or read book An Introduction to Econometric Theory written by A. Ronald Gallant and published by Princeton University Press. This book was released on 2018-06-05 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended primarily to prepare first-year graduate students for their ongoing work in econometrics, economic theory, and finance, this innovative book presents the fundamental concepts of theoretical econometrics, from measure-theoretic probability to statistics. A. Ronald Gallant covers these topics at an introductory level and develops the ideas to the point where they can be applied. He thereby provides the reader not only with a basic grasp of the key empirical tools but with sound intuition as well. In addition to covering the basic tools of empirical work in economics and finance, Gallant devotes particular attention to motivating ideas and presenting them as the solution to practical problems. For example, he presents correlation, regression, and conditional expectation as a means of obtaining the best approximation of one random variable by some function of another. He considers linear, polynomial, and unrestricted functions, and leads the reader to the notion of conditioning on a sigma-algebra as a means for finding the unrestricted solution. The reader thus gains an understanding of the relationships among linear, polynomial, and unrestricted solutions. Proofs of results are presented when the proof itself aids understanding or when the proof technique has practical value. A major text-treatise by one of the leading scholars in this field, An Introduction to Econometric Theory will prove valuable not only to graduate students but also to all economists, statisticians, and finance professionals interested in the ideas and implications of theoretical econometrics.
Download or read book An Introduction to Econometrics written by A.A. Walters and published by Springer. This book was released on 1968-09-01 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Principles of Econometrics written by Neeraj R. Hatekar and published by . This book was released on 2010 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook makes learning the basic principles of econometrics easy for undergraduate and postgraduate students of economics. It specifically caters to the syllabus of 'Introductory Econometrics' course taught in the third year of the Bachelor of Economics programme in many universities. Principles of Econometrics takes the readers step-by-step from introduction to understanding, first introducing the basic statistical tools like concepts of probability, statistical distributions and hypothesis tests, and then going on to explain the two variable linear regression models along with certain.
