Kazeemadepoju
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16 items
Introduction to Spline Regression
The students will learn how to apply the use of knots avoiding high degree polynomial.
- Class notes
- • 28 pages •
The students will learn how to apply the use of knots avoiding high degree polynomial.
Polynomial Regression Part 2
Further concept of polynomial regression.
- Class notes
- • 29 pages •
Further concept of polynomial regression.
Concept of Complex Regressor
The material prepares on how to conduct statistical inference on complex regressors.
- Class notes
- • 15 pages •
The material prepares on how to conduct statistical inference on complex regressors.
Main and Interaction effects
The material prepares students for further concept of Main and interaction effects in regression model.
- Class notes
- • 24 pages •
The material prepares students for further concept of Main and interaction effects in regression model.
Testing the Effect of Main and Interaction terms in Linear Regression Model
The material will help students with technique of conducting inference on both main and interaction effects.
- Class notes
- • 14 pages •
The material will help students with technique of conducting inference on both main and interaction effects.
Interpretation of Main Effects in Linear Regression Model
Students will learn how to interpret main effects in Multiple linear regression model.
- Class notes
- • 25 pages •
Students will learn how to interpret main effects in Multiple linear regression model.
Introduction to Multiple Linear Regression
This material introduces students to the concept of regression with more than one predictor.
- Class notes
- • 14 pages •
This material introduces students to the concept of regression with more than one predictor.
Statistical Models in Overview
The material helps the students to understand some fundamentals of statistical models.
- Class notes
- • 16 pages •
The material helps the students to understand some fundamentals of statistical models.
Predicting the response in Linear Regression
The material prepares students on how to use statistical model to predict a response variable given a particular value of the predictor.
- Class notes
- • 22 pages •
The material prepares students on how to use statistical model to predict a response variable given a particular value of the predictor.
Least Square Estimation
The material prepare students on how to use least square method to estimate parameters of simple linear regression.
- Class notes
- • 20 pages •
The material prepare students on how to use least square method to estimate parameters of simple linear regression.