Housing Market Analytics: Property Valuation and Simulation Methods for Risk Management

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Develop an in-depth understanding of housing market economics, analytics and modelling to gain a competitive edge as a real estate professional, investor, developer, policy maker, fund manager, or home buyer in the Australian Context

This Course consists of MODULE 4 and MODULE 5 of the Master Course “Housing Market Analytics: Turning Data to Insights

MODULE 4: Property valuation methods: theory and practice of automated home valuation modelling and cash flow modelling

Materials included: description of the problem, analytical method to be used, market trend charts, data files (Excel), step by step implementation of the method by Excel and a quiz to test your skills and knowledge

Understand the theory of the hedonic modelling approach that underpins the modern automated home valuation models currently offered by the leading companies such as Corelogic/RP Data; use real property data to build your own automated home valuation model for a suburb; and carry out a valuation for a specific property or a building.

Lesson 1: Hedonic regression model-Building an automated valuation model (AVM) for unit market in Kensington, NSW 2033

Lesson 2: Cash flow approach-valuing an apartment building or a commercial building

MODULE 5: Simulation modelling for risk management in property investment

Materials included: description of the problem, analytical method to be used, market trend charts, data files (Excel), step by step implementation of the method by Excel and a quiz to test your skills and knowledge

Learn to use analytical approaches to manage uncertainties in property investment; carry our the Monte Carlo simulation method using real world data set and interpret the results for decision making.

Lesson 1: Monte Carlo simulation

Lesson 2: Price growth forecasting: why forecasts are most likely wrong?

Lesson 3: Property valuation under uncertain market conditions

ABOUT THE INSTRUCTOR, DR. KEVIN HOANG
ABOUT THE INSTRUCTOR, DR. KEVIN HOANG

Dr. Kevin Hoang is a senior economist with 20 years of experience in public, industry and academic settings in Australia and Asia. Currently, Dr. Hoang is a senior economist in the domain of Australian property market and the Managing Director of HousingMarketAustralia.com, dedicated to develop cutting-edge analytical models and provide training courses in housing market analytics to empower evidence-based decision making for home buyers, investors, developers and property service providers. Dr. Hoang earned a Ph.D in economics from the University of New South Wales in 2012 and was a Japan-IMF scholar in 2004-2006.