Blog Topics...

3D plotting (1) Academic Life (2) ACE (18) Adaptive Behavior (2) Agglomeration (1) Aggregation Problems (1) Asset Pricing (1) Asymmetric Information (2) Behavioral Economics (1) Breakfast (4) Business Cycles (8) Business Theory (4) China (1) Cities (2) Clustering (1) Collective Intelligence (1) Community Structure (1) Complex Systems (42) Computational Complexity (1) Consumption (1) Contracting (1) Credit constraints (1) Credit Cycles (6) Daydreaming (2) Decision Making (1) Deflation (1) Diffusion (2) Disequilibrium Dynamics (6) DSGE (3) Dynamic Programming (6) Dynamical Systems (9) Econometrics (2) Economic Growth (5) Economic Policy (5) Economic Theory (1) Education (4) Emacs (1) Ergodic Theory (6) Euro Zone (1) Evolutionary Biology (1) EVT (1) Externalities (1) Finance (29) Fitness (6) Game Theory (3) General Equilibrium (8) Geopolitics (1) GitHub (1) Graph of the Day (11) Greatest Hits (1) Healthcare Economics (1) Heterogenous Agent Models (2) Heteroskedasticity (1) HFT (1) Housing Market (2) Income Inequality (2) Inflation (2) Institutions (2) Interesting reading material (2) IPython (1) IS-LM (1) Jerusalem (7) Keynes (1) Kronecker Graphs (3) Krussel-Smith (1) Labor Economics (1) Leverage (2) Liquidity (11) Logistics (6) Lucas Critique (2) Machine Learning (2) Macroeconomics (45) Macroprudential Regulation (1) Mathematics (23) matplotlib (10) Mayavi (1) Micro-foundations (10) Microeconomic of Banking (1) Modeling (8) Monetary Policy (4) Mountaineering (9) MSD (1) My Daily Show (3) NASA (1) Networks (46) Non-parametric Estimation (5) NumPy (2) Old Jaffa (9) Online Gaming (1) Optimal Growth (1) Oxford (4) Pakistan (1) Pandas (8) Penn World Tables (1) Physics (2) Pigouvian taxes (1) Politics (6) Power Laws (10) Prediction Markets (1) Prices (3) Prisoner's Dilemma (2) Producer Theory (2) Python (29) Quant (4) Quote of the Day (21) Ramsey model (1) Rational Expectations (1) RBC Models (2) Research Agenda (36) Santa Fe (6) SciPy (1) Shakshuka (1) Shiller (1) Social Dynamics (1) St. Andrews (1) Statistics (1) Stocks (2) Sugarscape (2) Summer Plans (2) Systemic Risk (13) Teaching (16) Theory of the Firm (4) Trade (4) Travel (3) Unemployment (9) Value iteration (2) Visualizations (1) wbdata (2) Web 2.0 (1) Yale (1)

Wednesday, September 22, 2010

Totally Remiss on my Blogging...

OK...I am back.  Have been preparing for the start of the teaching term and as such have been a bit absent minded when it comes to blogging.  I have another meeting with my PhD adviser, Ed Hopkins, tomorrow afternoon and assuming he concurs with my research proposal for the next year I will move out smartly.

I have finally obtained access to the CRSP data (which was used in the Billio et al paper on econometric measures of systemic risk) and I plan to start my research by duplicating part of their work and then moving on the analyze a similar data-set for the UK.  I also have plans to ground some of the systemic risk measures a bit more in economic network theory, and then develop a couple measures of my own...

On the theory side of things, I am working on refining a set of research questions to tackle the complexity of large economic networks.  What I am going to try and tackle first is the following: I want to develop a economic model that captures...
  1. Densification power laws: networks are becoming denser over time, with the average degree increasing (and hence with the number of edges growing super-linearly in the number of nodes). Moreover, the densification follows a power law pattern
  2. Shrinking diameter: The effective diameter is, in many cases, actually decreasing as the network grows.
This idea is motivated by empirical findings and other work from this paper by Leskovic et al.  I have no firm modeling strategy yet, but strategic complements and some type of localized information structure will almost certainly be involved.

No comments:

Post a Comment