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Todd Suomela's Library tagged modeling   View Popular

10 Aug 09

Lucas roundtable: Ask the right questions | Free exchange | Economist.com

But all the tools in the world are useless if we lack the imagination needed to build the right models. Models are built to answer specific questions.

www.economist.com/...s_roundtable_ask_the_right.cfm - Preview

economics macroeconomic recession failure model questions modeling

  • We need to take a close look at how the sociology of our profession led to an outcome where people were made to feel embarrassed for even asking certain types of questions. People will always be passionate in defense of their life's work, so it's not the rhetoric itself that is of concern, the problem comes when factors such as ideology or control of journals and other outlets for the dissemination of research stand in the way of promising alternative lines of inquiry.

    I don't know for sure the extent to which the ability of a small number of people in the field to control the academic discourse led to a concentration of power that stood in the way of alternative lines of investigation, or the extent to which the ideology that markets prices always tend to move toward their long-run equilibrium values caused us to ignore voices that foresaw the developing bubble and coming crisis. But something caused most of us to ask the wrong questions, and to dismiss the people who got it right, and I think one of our first orders of business is to understand how and why that happened.

22 Jul 09

The Failure of Macroeconomics « ThinkMarkets

it is not simply a matter of finding the right explanation of the recent financial meltdown and recession. The search by most macroeconomists is constrained by a certain set of unquestioned methodological precepts. These precepts go to the heart of the conception of Economics as a Science.

thinkmarkets.wordpress.com/...the-failure-of-macroeconomics - Preview

economics macroeconomic methodology ideology scientism certainty mathematics modeling

29 Jun 09

Beating The Radar: Getting A Jump On Storm Prediction

By running high-speed five-minute satellite scans through a carefully designed computer algorithm, the scientists can quickly analyze cloud top temperature changes to look for signs of storm formation.

www.sciencedaily.com/...090617123702.htm - Preview

weather meteorology satellite remote-sensing observation computer modeling forecast

27 Feb 09

SSRN-Networks in Finance by Franklin Allen, Ana Babus

Modern financial systems exhibit a high degree of interdependence. There are different possible sources of connections between financial institutions, stemming from both the asset and the liability side of their balance sheet. For instance, banks are directly connected through mutual exposures acquired on the interbank market. Likewise, holding similar portfolios or sharing the same mass of depositors creates indirect linkages between financial institutions. Broadly understood as a collection of nodes and links between nodes, networks can be a useful representation of financial systems.

papers.ssrn.com/...papers.cfm - Preview

networks network-analysis banking finance economics modeling

04 Dec 08

Science News / Cooling Climate ‘consensus’ Of 1970s Never Was

When global warming skeptics draw misleading comparisons between scientists’ nascent understanding of climate processes in the 1970s and their level of knowledge today, “it’s absolute nonsense,” Schneider says. Back then, scientists were just beginning to study climate trends and their causes, and the probability of finding evidence to disprove a particular hypothesis was relatively high. Nowadays, he contends, “the likelihood of new evidence to overthrow the concept of global warming is small. Warming is virtually certain.”

www.sciencenews.org/...us%E2%80%99_of_1970s_never_was - Preview

environment climate global-warming 1970s science history modeling evidence consensus

27 Jul 08

Economist's View: Macroeconomic Models and Monetary Policy

  • There is quite a bit of research on
    monetary policy that is devoted to the issues he is worried about, particularly the literature on adaptive learning. See

    here
    , and some of his publications
    here for
    and example from a European central bank. These ideas are also well-known and of considerable interest to
    the US Fed, e.g. one example is

    here
    , but there are many
    more.
    Some of the recent
    work
    of Chris Sims is also of interest in this regard:



    ...Most recently, theories that postulate deviations from the assumption of
    rational, computationally unconstrained agents have drawn attention. One branch
    of such thinking is in the behavioral economics literature (Laibson, 1997;
    Benabou and Tirole, 2001; Gul and Pesendorfer, 2001, e.g.), another in the
    learning literature (Sargent, 1993; Evans and Honkapohja, 2001, e.g.), another
    in the robust control literature (Giannoni, 1999; Hansen and Sargent, 2001;
    Onatski and Stock, 1999, e.g.).


    This paper suggests yet another direction for deviation from the seamless
    model, based on the idea that individual people have limited capacity for
    processing information. That people have limited information-processing capacity
    should not be controversial. It accords with ordinary experience, as do the
    basic ideas of the behavioral, learning, and robust control literatures. The
    limited information-processing capacity idea is particularly appealing, though,
    for two reasons. It accounts for a wide range of observations with a relatively
    simple single mechanism. And, by exploiting ideas from the engineering theory of
    coding, it arrives at predictions that do not depend on the details of how
    information is processed.

24 Mar 08

How to Save the World

Business Risk, Prediction Markets, Sustainability, Resilience, And The Wisdom Of Crowds

blogs.salon.com/...11.html - Preview

business risk modeling import-delicious story-telling

19 Oct 07

Why it is hard to share the wealth - fundamentals - 12 March 2005 - New Scientist

This, along with research data from other countries, suggests that there are two economic classes. In one, the rich grow richer while in the other the poor stay poor.

www.newscientist.com/article.ns - Preview

economics econophysics physics modeling wealth distribution via:pollard import-delicious

04 May 07

Good Math, Bad Math : Using Bad Math to Create Bad Models to Produce Bad Results

modeling evolution as a search of a fitness landscape. It's pretty common to model evolution that way but it is worth pointing out that while search is a useful model of evolution, it's far from a perfect o

scienceblogs.com/...bad_math_to_create_bad_m_1.php - Preview

math evolution simulation modeling commentary import-delicious

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