Basics of Regression Analysis for Audit - Prof. Yan
Zhaokai
February 2, 2021
00:00:00 Overview of Regression Analysis in Audit
00:01:08 R Squared
00:01:35 Residual and Standard Error
00:02:03 Linear Regression with Multiple Variables
00:02:33 DifferentnTypes of Regression
00:03:40 The Application of Regression in Audit
00:05:30 Dependent and Independent Variables
00:06:15 Overview of the Regression Algorithm
00:08:37 Simple Linear Regression - OLS example
00:09:07 Scatter Plot
00:09:58 Intercept (b0) and coefficient (b1)
00:14:13 R Squared
00:18:00 Residual and Standard Error of the Estimates
00:20:43 Summary of the result
00:21:34 Excel Regression Setup
00:23:35 Interpretation of the excel regression result
00:27:53 Linear regression with multiple variables
00:28:48 Different Types of Regression
00:31:10 The Application of Regression in Auditing
00:32:18 A simple regression Application
00:33:58 Compare residuals with threshold
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