Time Series Analysis with R
Brian Paul
Dive into the dynamic world of time series analysis and master the art of forecasting the future with "Time Series Analysis with R: Mastering Patterns and Predictions in Temporal Data with Practical R Applications"
Written with clarity and a practical approach, this guide walks you through the fundamental concepts of time series analysis, making sophisticated statistical techniques accessible to beginners while offering depth for experienced analysts. From installing R and understanding its programming environment to advanced forecasting models, this book covers essential topics and tools that empower you to make data-driven predictions with confidence.
"Time Series Analysis with R: Mastering Patterns and Predictions in Temporal Data with Practical R Applications" is more than just a book; it's a comprehensive toolkit that equips you with the knowledge, skills, and confidence to analyze time series data effectively. Whether your goal is to make informed business decisions, contribute to scientific research, or simply satisfy your curiosity about data patterns over time, this guide is an invaluable resource that will serve you time and again.
Embark on your journey to mastering time series analysis with R and transform your ability to understand the past and predict the future today!
Duration - 3h 39m.
Author - Brian Paul.
Narrator - Ray Collins.
Published Date - Sunday, 07 January 2024.
Copyright - © 2024 Brian Paul ©.
Location:
United States
Description:
Dive into the dynamic world of time series analysis and master the art of forecasting the future with "Time Series Analysis with R: Mastering Patterns and Predictions in Temporal Data with Practical R Applications" Written with clarity and a practical approach, this guide walks you through the fundamental concepts of time series analysis, making sophisticated statistical techniques accessible to beginners while offering depth for experienced analysts. From installing R and understanding its programming environment to advanced forecasting models, this book covers essential topics and tools that empower you to make data-driven predictions with confidence. "Time Series Analysis with R: Mastering Patterns and Predictions in Temporal Data with Practical R Applications" is more than just a book; it's a comprehensive toolkit that equips you with the knowledge, skills, and confidence to analyze time series data effectively. Whether your goal is to make informed business decisions, contribute to scientific research, or simply satisfy your curiosity about data patterns over time, this guide is an invaluable resource that will serve you time and again. Embark on your journey to mastering time series analysis with R and transform your ability to understand the past and predict the future today! Duration - 3h 39m. Author - Brian Paul. Narrator - Ray Collins. Published Date - Sunday, 07 January 2024. Copyright - © 2024 Brian Paul ©.
Language:
English
Opening Credits
Duration:00:00:14
Introduction to time series analysis
Duration:00:07:37
Getting started with r
Duration:00:40:01
Time series data in r
Duration:00:16:10
Time series decomposition
Duration:00:27:54
Autoregressive integrated moving average
Duration:00:14:14
Seasonal arima and sarima models
Duration:00:12:24
Advanced time series models
Duration:00:15:59
Time series cross validation
Duration:00:08:47
Case studies
Duration:00:13:46
Best practices and tips for time series
Duration:00:48:52
Future directions in time series analysis
Duration:00:12:52
Ending Credits
Duration:00:00:15