STAT 5302
University Of Minnesota - Twin Cities
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Introduction to Spline Regression
- Class notes • 28 pages • 2022
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The students will learn how to apply the use of knots avoiding high degree polynomial.
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Polynomial Regression Part 2
- Class notes • 29 pages • 2022
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Further concept of polynomial regression.
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Concept of Complex Regressor
- Class notes • 15 pages • 2022
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The material prepares on how to conduct statistical inference on complex regressors.
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Main and Interaction effects
- Class notes • 24 pages • 2022
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The material prepares students for further concept of Main and interaction effects in regression model.
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Testing the Effect of Main and Interaction terms in Linear Regression Model
- Class notes • 14 pages • 2022
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The material will help students with technique of conducting inference on both main and interaction effects.
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Interpretation of Main Effects in Linear Regression Model
- Class notes • 25 pages • 2022
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Students will learn how to interpret main effects in Multiple linear regression model.
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Introduction to Multiple Linear Regression
- Class notes • 14 pages • 2022
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- $30.49
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This material introduces students to the concept of regression with more than one predictor.
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Statistical Models in Overview
- Class notes • 16 pages • 2022
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The material helps the students to understand some fundamentals of statistical models.
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Predicting the response in Linear Regression
- Class notes • 22 pages • 2022
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The material prepares students on how to use statistical model to predict a response variable given a particular value of the predictor.
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Least Square Estimation
- Class notes • 20 pages • 2022
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- $30.49
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The material prepare students on how to use least square method to estimate parameters of simple linear regression.
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