کتاب دانلود کتب لاتین علوم انسانیتجارت، اقتصاد، و بانکداری
علم داده برای اقتصادسنجی مالی
علم داده برای اقتصادسنجی مالی

Data Science for Financial Econometrics
سال انتشار: 2021
تعداد صفحات: 622
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 13MB
قیمت: 500,000ريال

افزودن به سبد دانلود

Publisher : Springer

ISBN-10 : 3030488527

ISBN-13 : 978-3030488529

ASIN : B08NFX489Y

This book offers an overview of state-of-the-art econometric techniques, with a special emphasis on financial econometrics. There is a major need for such techniques, since the traditional way of designing mathematical models – based on researchers’ insights – can no longer keep pace with the ever-increasing data flow. To catch up, many application areas have begun relying on data science, i.e., on techniques for extracting models from data, such as data mining, machine learning, and innovative statistics. In terms of capitalizing on data science, many application areas are way ahead of economics. To close this gap, the book provides examples of how data science techniques can be used in economics. Corresponding techniques range from almost traditional statistics to promising novel ideas such as quantum econometrics. Given its scope, the book will appeal to students and researchers interested in state-of-the-art developments, and to practitioners interested in using data science techniques.