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  3. STAT 5302

STAT 5302

University Of Minnesota - Twin Cities

Here are the best resources to pass STAT 5302. Find STAT 5302 study guides, notes, assignments, and much more.

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Introduction to Spline Regression

  • Introduction to Spline Regression

  • Class notes • 28 pages • 2022
  • The students will learn how to apply the use of knots avoiding high degree polynomial.
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Polynomial Regression Part 2

  • Polynomial Regression Part 2

  • Class notes • 29 pages • 2022
  • Further concept of polynomial regression.
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Concept of Complex Regressor

  • Concept of Complex Regressor

  • Class notes • 15 pages • 2022
  • The material prepares on how to conduct statistical inference on complex regressors.
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Main and Interaction effects

  • Main and Interaction effects

  • Class notes • 24 pages • 2022
  • 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

  • Testing the Effect of Main and Interaction terms in Linear Regression Model

  • Class notes • 14 pages • 2022
  • 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

  • Interpretation of Main Effects in Linear Regression Model

  • Class notes • 25 pages • 2022
  • Students will learn how to interpret main effects in Multiple linear regression model.
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Introduction to Multiple Linear Regression

  • Introduction to Multiple Linear Regression

  • Class notes • 14 pages • 2022
  • This material introduces students to the concept of regression with more than one predictor.
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Statistical Models in Overview

  • Statistical Models in Overview

  • Class notes • 16 pages • 2022
  • The material helps the students to understand some fundamentals of statistical models.
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Predicting the response in Linear Regression

  • Predicting the response in Linear Regression

  • Class notes • 22 pages • 2022
  • 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

  • Least Square Estimation

  • Class notes • 20 pages • 2022
  • The material prepare students on how to use least square method to estimate parameters of simple linear regression.
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