Demand estimation

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MSc Industrial Organisation Flashcards on Demand estimation, created by Linnéa Ekberg on 01/06/2021.
Linnéa Ekberg
Flashcards by Linnéa Ekberg, updated more than 1 year ago
Linnéa Ekberg
Created by Linnéa Ekberg over 4 years ago
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Question Answer
Why is demand estimation useful? Estimate mark-ups (market power) Merger analysis (degree of substitution) Define relevant market
Define the relevant market All products that are interchangeable or substitutable in terms of price, characteristics, or regular use
Which relevant markets need to be defined? Product market Geographical market
What kind of substitutability is there? Demand and supply
What factors affect elasticity? Existence of substitutes Substitutability Transparency Quality perception
What is the uniproduct monopoly markup? (p-mc/p) = -1/elasticity
What is the cournot markup? (p-mci/p) = -si/elasticity si: market share
What is the average markup? sum(-si^2/elasticity) = -HHI/elasticity
What is the formula for concentration in the market? sum(si^2)
Why is there a problem with endogeneity in demand estimation? Price and quantity are interdependent
How can the endogeneity problem be solved? Instruments in form of demand and supply shifters
Give examples of demand and supply shifters Demand: income change supply: entry, capacity expansion
What makes a good instrument? It is correlated with the price but not with the error term
How can preference parameters be estimated for the demand side? Multinomial logit using random utility model by McFadden
What does a simple logit model give? The probability of success of failure
How is a coefficient from a logit model interpreted? The change in the log odds of the outcome for a one unit increase in the predictor variable
What are the benefits of using a simple logit model? Easy to implement No assumption about distributions
What are the disadvantages of using a simple logit model? Independent irrelevant alternatives
How can the problem with independent irrelevant alternatives be sovled? Nested logit model Random coefficient model
What is the formula for a logit model? F(z) = exp(z) / (1+exp(z))
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