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ATMS 706

Applied Data Analysis

Catalog2026-2027
Credits3 units
LevelGraduate
Average gradeA-
Standard

Overview

Description

Philosophy of data analysis, statistical critical thinking, exploratory data analysis, regression, multivariate methods, spatial and time series analysis, randomization, bootstrap, Monte Carlo methods, statistical graphics.

Requirements

Prerequisites

  • PHYS or CHEM 100-level or higher
  • scientific programming experience
MATH 285
Original catalog text

Prerequisites

Prerequisite(s): MATH 285 AND PHYS or CHEM 100-level or higher, scientific programming experience

Units

Lecture3

Catalog Details

Offering

Offered: Every Fall - Even Years

Terms

fall

Attributes

Standard

Learning Outcomes

  • proficiency in application of numerical methods to solve practical problems in atmospheric science.
  • competence in using statistical analysis to form conclusions regarding physical relationships.