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STAT 735

Linear Models I

Catalog2026-2027
Credits3 units
LevelGraduate
Average gradeA-
Standard

Overview

Description

Covers theory underlying linear statistical models and provides the theoretical foundation for understanding many advanced statistical methods and for doing methodological research in statistics.

Requirements

Prerequisites

STAT 652STAT 667STAT 726
Original catalog text

Prerequisites

Prerequisite(s): STAT 652; STAT 667 or STAT 726.

Units

Lecture3

Catalog Details

Offering

Offered: Every Fall

Terms

fall

Attributes

Standard

Learning Outcomes

  • demonstrate an understanding of the theoretical basis of statistical methods for linear models.
  • build a foundation for all statistical modeling, including generalized linear models, nonlinear models, and time series analysis.
  • apply appropriate statistical models to address research questions and hypotheses.