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Regression Lecture slides

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All lecture slides regarding regression. This includes correlation, Single Linear regression, Multiple Linear regression, Model building, and Logistic regression.

Institution
University Of Cape Town (UCT)
Course
(STA2020)

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Simple Linear Regression
~ by Heiletjé van Zyl ()
Room 5.61, P.D. Hahn Building, Level 5 (South entrance)

, Overview
> Foundational concepts
~ population versus sample; statistical inference; hypothesi

> Quantify linear relationship between variables
~ correlation versus regression analysis

> Simple linear regression (SLR)

> Prediction

> Assumptions

> Residual analysis

,Cantril ladder

100


Happine
Index


0

, Population Sample




Entire collection of observations Subset of populatio
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Institution
University of Cape Town (UCT)
Course
(STA2020)

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Uploaded on
November 12, 2023
Number of pages
129
Written in
2023/2024
Type
Class notes
Professor(s)
K
Contains
Regression

Subjects

  • regression
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