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Moinak Maiti - Applied Financial Econometrics: Theory, Method and Applications

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Moinak Maiti Applied Financial Econometrics: Theory, Method and Applications
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This textbook gives students an approachable, down to earth resource for the study of financial econometrics. While the subject can be intimidating, primarily due to the mathematics and modelling involved, it is rewarding for students of finance and can be taught and learned in a straightforward way. This book, going from basics to high level concepts, offers knowledge of econometrics that is intended to be used with confidence in the real world. This book will be beneficial for both students and tutors who are associated with econometrics subjects at any level.

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Book cover of Applied Financial Econometrics Moinak Maiti Applied - photo 1
Book cover of Applied Financial Econometrics
Moinak Maiti
Applied Financial Econometrics
Theory, Method and Applications
1st ed. 2021
Logo of the publisher Moinak Maiti Department of Finance National Research - photo 2
Logo of the publisher
Moinak Maiti
Department of Finance, National Research University Higher School of Economics, St. Petersburg, Russia
ISBN 978-981-16-4062-9 e-ISBN 978-981-16-4063-6
https://doi.org/10.1007/978-981-16-4063-6
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

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This Palgrave Macmillan imprint is published by the registered company Springer Nature Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

To my parents: Mr. Lakshmi Kanta Maiti and Mrs. Sandhya Maiti.

Moinak Maiti

Preface
Every year while teaching Financial Econometrics course at the Master level. I find that most of the candidates are quite interested to take up the Financial econometrics course but many of them do not dare to take up the course primarily due to the fear of complex mathematics and notations. Candidates do come from different backgrounds and for most of them mathematics is just a night mare. Most of the candidates those who have taken advance econometrics course earlier is usually get enrolled for my financial econometrics course. Most of such candidates share that advanced econometrics courses are usually based on mathematical derivations, notations and at the end any how they just manage to clear the subject. That makes it really a challenging task for any instructor to deliver the course in a very simple way (without much complex mathematical notations). Next issue arises due to the reason that many of them have no background in the programming. Altogether it makes somewhat more difficult to deliver a course successfully. Financial econometrics course that I teach, the syllabus is built in such a way that it starts with some basics but ends with advanced concepts. The primary aim of the course is to give students an updated knowledge of the econometrics techniques so that they can implement it with confident in solving the real-world problems. After completion of my course, some of the comments that students share are as follows:

Thanks for all the helps you given to me during the lecture. And all the lecture materials we used in the class are associated with most current researches and study, that are very useful and practical. I personally benefited from this.

I would like to continue my studies for both the subjects because I learned a lot, it would be great. In any case, I want to say thank to you for your passion and teaching.

I would want to take this opportunity to express my heartfelt appreciation for your contribution to the publication of my term paper and other assistance you have given me. It was a great beginning for my research career.

Thank you professor for the course! It was very useful and practical oriented.

Whats next? Student says it is very difficult to find an econometrics book that covers all important topics that you teach altogether. Then most of the books available either talks too much on theory or mathematical modelling. In such case there is real demand for a financial econometrics book that is written from the students point of view that makes pleasure in learning. A book that explains theory in the simplest way. My students ask me professor why do not you write a book that will help the learning community in a greater extent. I am very encouraged by my beloved students statements. So, I decided to write a book that will fulfil all such needs. This book has real-world examples with software execution and finally clear cut explanation of the obtained results. All examples are executed either by EViews or R programming with stepwise explanation in a visual format wherever necessary. EViews and R programming both are chosen due to two reasons: (1) EViews is simple to use and even though it is a paid software but both student and tutor versions are available for free. (2) On the other hand, R is free and programming oriented. By this students will learn both the techniques together and they can choose either of them for applications as required. This book will be beneficial for both students and instructors who are associated with econometrics subjects at the undergraduate and postgraduate levels. Finally, I appreciate all comments and suggestions for further improvement of the book. As nothing is perfect in this world.

Moinak Maiti
St. Petersburg, Russia
Acknowledgements

First of all I would like to express my sincere gratitude to my family and friends for their support, directly or indirectly in making this book a reality. I am thankful to the commissioning and production team at the Palgrave Macmillan publications for their sincere support and consideration. I am also grateful to the three anonymous reviewers for their valuable comments and suggestions for establishment of this book. I give thanks to the almighty god for protection and ability to do work.

Special thanks to the learners, students, and colleagues. Lastly I am thankful to everyone who are directly or indirectly associated in making this book a reality.

Moinak Maiti
About This Book
Moinak Maiti
The title of the book is Applied Financial Econometrics. The content of the book is put to practical use as opposed to being just theoretical. The present edition of this book is intended to cover different topics related to the financial econometrics ranging from basic to advanced spectrums. The organization and chapter-wise distribution includes up to date topics. This book is written keeping in mind to ease the problem of students and most importantly practical examples are included throughout from the financial backgrounds. It discusses not only about the financial econometric applications in the real world but it also conveys how one should approach practical problem solving in finance. Throughout the book, I have made all sincere efforts introducing the complex topics in a very simplistic manner and keeping the language too simple. This book has nine chapters as mentioned below.
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