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STAT 652

Introduction to Regression and Linear Models

Catalog2026-2027
Credits3 units
LevelGraduate
Average gradeA-
Standard

Overview

Description

General linear regression analysis, analysis of variance, analysis of covariance, diagnostics, design of experiments, multiple comparisons. Data analysis with a professional package such as R is emphasized.

Requirements

Prerequisites

STAT 352STAT 467STAT 667
Original catalog text

Prerequisites

Prerequisite(s): STAT 352 or STAT 467 or STAT 667.

Units

Lecture3

Catalog Details

Offering

Offered: Every Spring

Terms

spring

Attributes

Standard

Learning Outcomes

  • build, estimate and interpret multiple linear regression models using formal goodness-of-fit approaches and statistical testing procedures.
  • build, estimate and interpret ANOVA and ANCOVA models using formal goodness-of-fit approaches and statistical testing procedures.
  • perform linear modeling analysis using a professional Statistical package, prepare reports, and present their results to a professional audience.