Exploring Complexity: We Need to Talk About Scaling (Melanie Mitchell)
december 2011 by erindanielson
"In my next several blog posts I want to talk about scaling, especially about the very recent controversies surrounding claims of power-law scaling of particular phenomena [...] All this is going to require some forays into the wild and unruly land of statistics and data analysis. My goal in the next series of posts is to make sense of the following quite important papers in complex systems, which, taken together, form a kind of mini-course on scaling. Understanding ideas from these papers is essential in one’s education as a complex-systems scientist or informed “consumer” of this field."
to_read
complex_systems
scaling
power-law
via:arsyed
december 2011 by erindanielson
Crooked Timber » » McMuddled
march 2008 by erindanielson
""When choices are genuinely interdependent, behaviour doesn’t necessarily tell us anything about the ‘true’ preferences of the actors in question. What it does tell us about ...is what actors think the best reply to other actors’ strategies is in
game_theory
modelling
preferences
via:arsyed
march 2008 by erindanielson
Lecture Notes on Optimization (Pravin Varaiya)
march 2008 by erindanielson
"This is a re-issue of a book that has been out of print since 1975. It provides an introduction to mathematical programming, optimal control, and dynamic programming."
linear-programming
dynamic_programming
text
via:arsyed
march 2008 by erindanielson
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