Data, Models, and Decisions

开始时间: 04/22/2022 持续时间: 未知

所在平台: MIT公开课

课程类别: 商业与管理学

大学或机构: ocw

课程主页: http://ocw.mit.edu/courses/sloan-school-of-management/15-060-data-models-and-decisions-fall-2007

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课程简介

This course is designed to introduce first-year MBA students to the fundamental quantitative techniques of using data to make informed management decisions. In particular, the course focuses on various ways of modeling, or thinking structurally about, decision problems in order to enhance decision-making skills. Topics include decision analysis, probability, random variables, statistical estimation, regression, simulation, linear optimization, as well as nonlinear and discrete optimization. Management cases are used extensively to illustrate the practical use of modeling tools to improve the management practice.

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