INEM Method of a Computable Economist
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Transcript of INEM Method of a Computable Economist
The Methodology of a Computable Economist
Stephen KinsellaNew School for Social Research
What is Computable Economics?
An algorithmic approach to economics
Can’t answer the questions economic life poses with the standard tools
Make new ones
Use Recursion theory
Supply & Demand
x = (!, x;A, t)
x
!
x
A
t
Prices of Goods for Sale
Price Vector
Transition Coefficient Matrix
Time
Change in Price Vector
1 Pick some functional form & discretise it
xt = xt!1 + !xt!1 + Axt!1 + C
2 Compute the Taylor Series
xT
n!(C+Axt!1+!xt!1)+!
Ax"
t!1 + !x"
t!1
"
t+
#
1
2Ax
""
t!1 +1
2!x
""
t!1
$
t2+
#
1
6Ax
"""
t!1 +1
6!x
"""
t!1
$
t3+O
4t
3 Find some parameters and solve
xT
n = 0
Errors
Data Measurement Model~Parameters Numerical methodsUse of a computerTruncation Errors
J. von Neumann and H.H. GoldstineNumerical Inverting of Matrices of High OrderProceedings of the American Mathematical Society,188-202,1947
Stability
The requirements of economic theory cannot be met by even the most precise
digital computer.
K.V. Velupillai, Computability, Complexity and Constructivity in Economic Analysis, Blackwells, 2005, pg. 160.
How to Solve the problem?
InductionProblem of Reductio solved if
1. the evidence for the inductive inference is characterised recursion-theoretically;
2. the mathematical rules confirming the evidence are also specified as algorithms.
Simulation