Applied Time Series Analysis and Forecasting with Python (Statistics and Computing) - Image 1

£33.63

Springer Applied Time Series Analysis and Forecasting with Python (Statistics and Computing)

Name: Applied Time Series Analysis and Forecasting with Python (Statistics and Computing)
Brand: Springer
Price: 19.27 GBP
Availability: InStock

Econometrics

Price History & Forecast

Last 90 days • 90 data points

Historical

Generating forecast...

Price Distribution

Price distribution over 90 days • 6 price levels

Days at Price

Current Price

Price Analysis

Most common price: £22 (56 days, 62.2%)

Price range: £19 - £34

Price levels: 6 different prices over 90 days

Description

This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including ARMA, SARIMA, VAR, GARCH and state space and Markov switching models for (non)stationary, multivariate and financial time series, but also modern machine learning procedures and challenges for time series forecasting. Providing an organic combination of the principles of time series analysis and Python programming, it enables the reader to study methods and techniques and practice writing and running Python code at the same time. Its data-driven approach to analyzing and modeling time series data helps new learners to visualize and interpret both the raw data and its computed results. Primarily intended for students of statistics, economics and data science with an undergraduate knowledge of probability and statistics, the book will equallyappeal to industry professionals in the fields of artificial intelligence and data science, and anyone interested in using Python to solve time series problems.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3031135865
Category: Books > Subjects > Business, Finance & Law > Economics > Econometrics
Domain: Amazon UK
Release Date: 20 October 2023
Listed Since: 24 September 2023

Barcode

No barcode data available

Springer Applied Time Series Analysis and Forecasting with Python (Statistics and Computing)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Introduction to Time Series and Forecasting (Springer Texts in Statistics)

Applied Time Series Econometrics (Themes in Modern Econometrics)

A Python Data Analyst’s Toolkit: Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics

Time Series in Economics and Finance

Foundations of Time Series Analysis and Prediction Theory: 379 (Wiley Series in Probability and Statistics)

Applied Econometric Analysis: Emerging Research and Opportunities

Asymptotic Theory of Statistical Inference for Time Series (Springer Series in Statistics)

Business Analytics: Data Science for Business Problems

Applied Multivariate Data Analysis: Regression and Experimental Design (Springer Texts in Statistics)

Large Sample Techniques for Statistics (Springer Texts in Statistics)

Materials Data Science: Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering (The Materials Research Society Series)

Programming with Python

Online Machine Learning: A Practical Guide with Examples in Python (Machine Learning: Foundations, Methodologies, and Applications)

Regression Models for Time Series Analysis: 323 (Wiley Series in Probability and Statistics)

Applying and Interpreting Statistics: A Comprehensive Guide (Springer Texts in Statistics)

Python for Signal Processing: Featuring IPython Notebooks

Principles of Forecasting: A Handbook for Researchers and Practitioners: 30 (International Series in Operations Research & Management Science, 30)

Theory and Applications of Time Series Analysis: Selected Contributions from ITISE 2022 (Contributions to Statistics)

Basics of Applied Stochastic Processes (Probability and Its Applications)

Fundamentals of Statistical Hydrology

Probability, Random Variables, and Data Analytics with Engineering Applications

Technische Analyse der Finanzmärkte. Inkl. Workbook: Grundlagen, Strategien, Methoden, Anwendungen

Artificial Intelligence, Learning and Computation in Economics and Finance (Understanding Complex Systems)

The Practice of Econometric Theory: An Examination of the Characteristics of Econometric Computation: 44 (Advanced Studies in Theoretical and Applied Econometrics, 44)