Video 8: Logistic Regression - Interpretation of Coefficients and Forecasting

Video 8: Logistic Regression - Interpretation of Coefficients and Forecasting


This video discusses the interpretation of a logistic regression's coefficients and, more specifically, the slope of the independent variables when all other variables are held at their means. We also show evidence of the non-linear relationship between the independent variables and the dependent variable.

TABLE OF CONTENTS:
00:00 Introduction
00:21 Recap of Logistic Regression
01:10 Leveraging the Similarities with Linear Models
02:15 What changed?
03:06 From y* to p
04:03 From y* to p in Excel (Simple Regression)
10:18 Logistic Model Plot
10:54 Multiple Logistic Regression
11:30 Result of Multiple Logistic Regression
12:36 From y* to p in Excel (Multiple Regression)

Video Length: 16:45
Uploaded By: dataminingincae
Published: 9/17/2014
View Count: 274,578

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Regression Analysis and Forecasting
Regression Analysis and Forecasting

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Description:
The Multiple Regression Analysis and Forecasting model provides a solid basis for identifying value drivers and forecasting business plan data. While it utilizes a range of commonly employed statistical measures to test the validity of the analysis, results are summarized in text for ease of use. Once relationships have been identified, forecasting can be accomplished based on a range of available methodologies. The intuitive step-by-step usage flow enables you to develop strong forecasts for ...


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