Regression Analysis
Simon Winston
In this insightful and accessible book, readers will embark on a journey through the intricate world of regression analysis, gaining a profound understanding of how this statistical technique empowers businesses, researchers, and analysts to make informed predictions and optimize outcomes.
"Regression Analysis: A Comprehensive and Clear Guide to Predictive Modeling" is your go-to resource for mastering the art and science of regression analysis. Empower yourself with the skills to unlock the potential hidden within your data and make data-driven decisions that drive success.
Duration - 4h 7m.
Author - Simon Winston.
Narrator - Sam Finley.
Published Date - Saturday, 25 January 2025.
Copyright - © 2025 Simon Winston ©.
Location:
United States
Description:
In this insightful and accessible book, readers will embark on a journey through the intricate world of regression analysis, gaining a profound understanding of how this statistical technique empowers businesses, researchers, and analysts to make informed predictions and optimize outcomes. "Regression Analysis: A Comprehensive and Clear Guide to Predictive Modeling" is your go-to resource for mastering the art and science of regression analysis. Empower yourself with the skills to unlock the potential hidden within your data and make data-driven decisions that drive success. Duration - 4h 7m. Author - Simon Winston. Narrator - Sam Finley. Published Date - Saturday, 25 January 2025. Copyright - © 2025 Simon Winston ©.
Language:
English
Opening Credits
Duration:00:00:12
Introduction
Duration:00:00:37
Chapter 1 Understanding the basics of regression analysis
Duration:00:37:07
Chapter 2 Preparing your data for regression
Duration:00:16:55
Chapter 3 Simple linear regression
Duration:00:31:53
Chapter 4 Multiple linear regression
Duration:00:16:40
Chapter 5 Polynomial regression
Duration:00:29:56
Chapter 6 Ridge and lasso regression
Duration:00:14:16
Chapter 7 Time series regression
Duration:00:39:36
Chapter 8 Model evaluation and validation
Duration:00:26:00
Chapter 9 Advanced topics in regression analysis
Duration:00:16:22
Chapter 10 Implementing regression analysis in python r
Duration:00:17:20
Ending Credits
Duration:00:00:12