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Intermediate Portfolio Analysis in R

中级技能水平
更新时间 2020年6月
Advance you R finance skills to backtest, analyze, and optimize financial portfolios.
免费开始课程
RApplied Finance
5小时
12 视频
42 道练习
3,250 XP
12,630
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课程描述

This course builds on the fundamental concepts from Introduction to Portfolio Analysis in R and explores advanced concepts in the portfolio optimization process. It is critical for an analyst or portfolio manager to understand all aspects of the portfolio optimization problem to make informed decisions. In this course, you will learn a quantitative approach to apply the principles of modern portfolio theory to specify a portfolio, define constraints and objectives, solve the problem, and analyze the results. This course will use the R package PortfolioAnalytics to solve portfolio optimization problems with complex constraints and objectives that mirror real world problems.

先决条件

Introduction to Portfolio Analysis in R
1

Introduction and Portfolio Theory

This chapter will give you a brief review of Modern Portfolio Theory and introduce you to the PortfolioAnalytics package by solving a couple portfolio optimization problems.
开始章节
2

Portfolio Optimization Workflow

The focus of this chapter is a detailed overview of the recommended workflow for solving portfolio optimization problems with PortfolioAnalytics. You will learn how to create a portfolio specification, add constraints, objectives, run the optimization, and analyze the results of the optimization output.
开始章节
4

Application

Intermediate Portfolio Analysis in R
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