
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
Duración:00:00:14
Introduction to time series analysis
Duración:00:07:37
Getting started with r
Duración:00:40:01
Time series data in r
Duración:00:16:10
Time series decomposition
Duración:00:27:54
Autoregressive integrated moving average
Duración:00:14:14
Seasonal arima and sarima models
Duración:00:12:24
Advanced time series models
Duración:00:15:59
Time series cross validation
Duración:00:08:47
Case studies
Duración:00:13:46
Best practices and tips for time series
Duración:00:48:52
Future directions in time series analysis
Duración:00:12:52
Ending Credits
Duración:00:00:15