Regression assumptions explained!
See all my videos at http://www.zstatistics.com/
See the whole regression series here:
https://www.youtube.com/playlist?list=PLTNMv857s9WUI1Nz4SssXDKAELESXz-bi
0:00 Introduction
8:08 Linearity (correct functional form)
14:10 Constant error variance (homoskedasticity)
19:18 Independent error terms (no autocorrelation)
25:08 Normality of error terms
30:31 No multicollinearity
37:35 Exogeneity (no omitted variable bias)
Jeremy's Iron Podcast
https://itunes.apple.com/au/podcast/jeremys-iron/id1438333485?mt=2
In depth videos:
Heteroskedasticity - https://www.youtube.com/watch?v=2xcUup_-K6c
Other videos to come!
Видео Regression assumptions explained! канала zedstatistics
See the whole regression series here:
https://www.youtube.com/playlist?list=PLTNMv857s9WUI1Nz4SssXDKAELESXz-bi
0:00 Introduction
8:08 Linearity (correct functional form)
14:10 Constant error variance (homoskedasticity)
19:18 Independent error terms (no autocorrelation)
25:08 Normality of error terms
30:31 No multicollinearity
37:35 Exogeneity (no omitted variable bias)
Jeremy's Iron Podcast
https://itunes.apple.com/au/podcast/jeremys-iron/id1438333485?mt=2
In depth videos:
Heteroskedasticity - https://www.youtube.com/watch?v=2xcUup_-K6c
Other videos to come!
Видео Regression assumptions explained! канала zedstatistics
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Hypothesis testing (ALL YOU NEED TO KNOW!)
Assumptions of Linear Regression
Standard Error (of the sample mean) | Sampling | Confidence Intervals | Proportions
Advanced Regression - Non-linear relationships & Logarithms
What is Regression? | SSE, SSR, SST | R-squared | Errors (ε vs. e)
Regression Output Explained
Simple Linear Regression: Assumptions
What is Heteroskedasticity?
Multiple regression - Checking Assumptions - for Beginners
What is Multicollinearity? Extensive video + simulation!
Assumptions of Classical Linear Regression Model (CLRM)
What are degrees of freedom?!? Seriously.
Hypothesis testing #1: Basics (no maths!)
Bayesian Statistics: An Introduction
Advanced Regression - Categorical X variables and Interaction terms
Simple Linear Regression: Basic Concepts Part I
Gauss-Markov assumptions part 1
Teach me STATISTICS in half an hour!