Jul 24, 2024  
2019-2020 Catalog 
2019-2020 Catalog [ARCHIVED CATALOG]

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MIST 130: Statistical Data Analysis and Optimization in R for Decision Support

Units: 4

Introduces statistical analysis and optimization for decision support using the R programming environment. Analyze and visualize data and model relationships using graphing techniques, correlation and regression analysis, scenario development and analysis, sensitivity analysis, simulations, and optimization. Emphasizes applied work using real data from resource management and service management examples to support decision making. Case driven and team-focused, emphasizes best practices and professional ethics for analyzing, modeling and communicating empirical data and model results.

Course Details
Anticipated term(s) course will be offered:
  • Fall

Repeatable for Credit: No
Laboratory included
Normal Letter Grade only

GE Requirements
  • Approaches to Knowledge: Engineering Science
  • Approaches to Knowledge: Natural Science
  • Approaches to Knowledge: Social Science
  • Badge: Diversity and Identity
  • Badge: Ethics
  • Badge: Global Awareness
  • Badge: Leadership, Community, and Engaging the World
  • Badge: Quantitative and Numerical Analysis
  • Badge: Scientific Method
  • Upper Division: Crossroads
  • Upper Division: Integrative Culminating Experience
  • Upper Division: Writing in the Discipline

Requisites and Restrictions
Prerequisite: (MATH 032 or MATH 018 or BIO 018 or equivalent exam) and (MATH 050 or ME 021 or BIOE 021 or CSE 020 or equivalent exam)

Instructor Permission Required: No

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