Who am I?
I B.Sc in Pure Math and Statistics at University of Sydney
I Ph.D in S&DS at Yale University
I Lecturer in Statistics & Data Science at Yale University
I My favorite students call me Professor Feng
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The Unreasonable E�ectiveness of Conditioning
in Statistical Network Analysis
A DissertationPresented to the Faculty of the Graduate School
ofYale University
in Candidacy for the Degree ofDoctor of Philosophy
byDerek Feng
Dissertation Director: Harrison H. Zhou
December, 2018
My Goal
I Make you guys see the beauty in (social) science.
I Economics/Psychology/Statistics > IR
I Yale > Oxford
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My Goal
I Make you guys see the beauty in (social) science.
I Economics/Psychology/Statistics > IR
I Yale > Oxford
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My Goal
I Make you guys see the beauty in (social) science.
I Economics/Psychology/Statistics > IR
I Yale > Oxford
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Outline
I Basic Concepts of Economics (Today)
I Social Networks (?)
I Machine Learning & Artificial Intelligence &
I International Trade (Kevin)
I Financial Markets (Kevin)
I Game Theory (Joost)
I Business (Nick)
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What this course is not?
I This course is not going to be a condensed version of a typicalECON101 class.
I I will not be giving you just a list of facts to write down andmemorize.
I Don’t be shy about participating. The best way to learn is toengage with the topic.
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What this course is not?
I This course is not going to be a condensed version of a typicalECON101 class.
I I will not be giving you just a list of facts to write down andmemorize.
I Don’t be shy about participating. The best way to learn is toengage with the topic.
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What this course is not?
I This course is not going to be a condensed version of a typicalECON101 class.
I I will not be giving you just a list of facts to write down andmemorize.
I Don’t be shy about participating. The best way to learn is toengage with the topic.
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MicroEconomics
Question
Under what circumstances does individual optimization lead tooutcomes that are good for the group as a whole?
I Markets / ”Invisible Hand”
I Business (Decisions)
I Game Theory
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MicroEconomics
Question
Under what circumstances does individual optimization lead tooutcomes that are good for the group as a whole?
I Markets / ”Invisible Hand”
I Business (Decisions)
I Game Theory
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MacroEconomics
Question
Why do economies grow, and how to make sure they don’t crash?
I Money
I Unemployment
I Inflation/Interest Rates
I Global Trade
I Economic Growth
I Climate Change
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MacroEconomics
Question
Why do economies grow, and how to make sure they don’t crash?
I Money
I Unemployment
I Inflation/Interest Rates
I Global Trade
I Economic Growth
I Climate Change
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MacroEconomics
Question
Why do economies grow, and how to make sure they don’t crash?
Noone really knows.
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Econometrics
Abstract
We consider the problem of nonparametric functional estimation in anonlinear cointegration model with errors modelled by a linear process.Kernel estimation in this context is made complicated by the wanderingcharacteristics of the regressors. We employ local time densityarguments to establish asymptotic properties of the kernel estimator.Both the results and the methods are applicable to a range of empiricalapplications.
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What is Economics?
Economics provides insights to help answer the following types ofquestions:
I Should I have cereal or oats in the morning?
I Planned Economy vs Free Market?
I What government interventions are useful to prevent a companyfrom going into a recession?
I Is a minimum wage a good idea?
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Economics is everywhere
You did Economics when you walked into this classroom.
You made a choice to wake up and come here, instead of sleeping in.
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Economics is everywhere
You did Economics when you walked into this classroom.You made a choice to wake up and come here, instead of sleeping in.
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Planned Economy
A Planned Economy is an economic system in which the governmentcontrols and regulates production, distribution, prices, etc.
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Termites
I Put a few termites into a petri dish and they wander aroundaimlessly
I Put in forty and they start stampeding around the dish’s perimeterlike a herd.
I But put enough termites together (millions), in the rightconditions, and they will build you a cathedral.
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Termites
I Put a few termites into a petri dish and they wander aroundaimlessly
I Put in forty and they start stampeding around the dish’s perimeterlike a herd.
I But put enough termites together (millions), in the rightconditions, and they will build you a cathedral.
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Termites
I Put a few termites into a petri dish and they wander aroundaimlessly
I Put in forty and they start stampeding around the dish’s perimeterlike a herd.
I But put enough termites together (millions), in the rightconditions, and they will build you a cathedral.
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Why am I telling you about stupid ants??
The creation of termite mounds = going to the supermarket andbuying milk.
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Law of Demand
What happens to demand as price increases?
I Substitution Effect
I Income Effect
I Law of Diminishing Marginal Utility
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Law of Demand
What happens to demand as price increases?
I Substitution Effect
I Income Effect
I Law of Diminishing Marginal Utility
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Shifts in Demand
1. Tastes/Preferences
2. Number of Consumers
3. Price of Related Goods
4. Change in Expectations
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Shifts in Supply
I Price of Resources
I Number of Produces
I Technology
I Taxes & Subsidies
I Future Expectations
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