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Strategy

See the latest research, articles and faculty on the Strategy Area of Expertise at Columbia Business School.

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Strategy Faculty

CBS Faculty Research on Strategy

Forward Exchange Rates as Optimal Predictors of Future Spot Rates: An Econometric Analysis

Authors
Lars Hansen and Robert Hodrick
Date
October 1, 1980
Format
Journal Article
Journal
Journal of Political Economy

This paper examines the hypothesis that the expected rate of return to speculation in the forward foreign exchange market is zero; that is, the logarithm of the forward exchange rate is the market's conditional expectation of the logarithm of the future spot rate. A new computationally tractable econometric methodology for examining restrictions on a k-step-ahead forecasting equation is employed. Using data sampled more finely than the forecast interval, we are able to reject the simple market efficiency hypothesis for exchange rates from the 1970s and the 1920s.

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Computation of the stationary distribution of the queue size in an M/G/1 queueing system with variable service rate

Authors
Awi Federgruen and H. C. Tijms
Date
June 1, 1980
Format
Journal Article
Journal
Journal of Applied Probability

This paper presents a simple and computationally tractable method which recursively computes the stationary probabilities of the queue size in an M/G/1 queueing system with variable service rate. For each service two possible service types are available and the service rule is characterized by two switch-over levels. The computational approach discussed in this paper can be applied to a variety of queueing problems.

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Successive approximation methods in undiscounted stochastic games

Authors
Awi Federgruen
Date
January 1, 1980
Format
Journal Article
Journal
Operations Research

This paper considers undiscounted two-person, zero-sum sequential games with finite state and action spaces. Under conditions that guarantee the existence of stationary optimal strategies, we present two successive approximation methods for finding the optimal gain rate, a solution to the optimality equation, and for any ϵ > 0, ϵ-optimal policies for both players.

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Denumerable state semi-Markov decision processes with unbounded costs, average cost criterion

Authors
Awi Federgruen, A. Hordijk, and H. C. Tijms
Date
November 1, 1979
Format
Journal Article
Journal
Stochastic Processes and their Applications

This paper establishes a rather complete optimality theory for the average cost semi-Markov decision model with a denumerable state space, compact metric action sets and unbounded one-step costs for the case where the underlying Markov chains have a single ergotic set.

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A Quarterly Econometric Model of the United States Livestock and Grain Markets and Some of Its Policy Implications

Authors
Enrique Arzac and Maurice Wilkinson
Date
May 1, 1979
Format
Journal Article
Journal
American Journal of Agricultural Economics

This paper discusses the structural equations, forecasting properties, dynamic characteristics, and economic policy implications of a quarterly econometric model of U.S. livestock and feedgrain markets. Quarterly, semi-annual, and annual endogenous variables are incorporated by allowing individual structural equations to be estimated and to enter into the solution of the model with different periodicities. Commodity prices are determined by market equilibrium conditions rather than by autoregressive and other time-series techniques.

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Geometric convergence of value-iteration in multichain Markov decision problems

Authors
Awi Federgruen
Date
March 1, 1979
Format
Journal Article
Journal
Advances in Applied Probability

This paper considers undiscounted Markov decision problems. With no restriction (on either the periodicity or chain structure of the problem) we show that the value iteration method for finding maximal gain policies exhibits a geometric rate of convergence, whenever convergence occurs. In addition, we study the behaviour of the value-iteration operator; we give bounds for the number of steps needed for contraction, describe the ultimate behaviour of the convergence factor and give conditions for the existence of a uniform convergence rate.

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Stabilization Policies for the United States Feed Grain and Livestock Markets

Authors
Enrique Arzac and Maurice Wilkinson
Date
January 1, 1979
Format
Journal Article
Journal
Journal of Economic Dynamics and Control

This paper studies economic policy toward feed grain and livestock markets by applying optimal control theory to a quarterly microeconometric model.

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Discounted and undiscounted value-iteration in Markov decision processes: A survey

Authors
Awi Federgruen and Paul Schweitzer
Date
January 1, 1979
Format
Chapter
Book
Dynamic Programming and its Applications

A survey is given of the present state of the art of value-iteration and related successive approximation methods, as well as of resulting turnpike properties, in both the discounted and undiscounted version of finite state and action Markov Decision Problems.

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A note on simultaneous recurrence conditions on a set of denumerable stochastic matrices

Authors
Awi Federgruen, A. Hordijk, and H. C. Tijms
Date
December 1, 1978
Format
Journal Article
Journal
Journal of Applied Probability

In this paper we consider a set of denumerable stochastic matrices where the paramter set is a compact metric space. We give a number of simultaneous recurrence conditions on the stochastic matrices and establish equivalences between these conditions. The results obtained generalize corresponding results in Markov chain theory to a considerable extent and have applications in stochastic control problems.

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