Forecasting Gasoline Prices in the Presence of Edgeworth Price Cycles


Book Description

Forecasting is a central theme in economics. The ability to forecast prices enables economic agents to make optimal decisions for the present and future. In this article, we investigate if and how gasoline prices can be forecast in retail gasoline markets that are subject to high-frequency, asymmetric price cycles known as Edgeworth price cycles. We examine a series of purchase timing decision rules and a series of feasible forecasting algorithms for updating those rules over time. We find that, in the presence of cycles, agents in our five Australian markets can systematically reduce purchase prices below market average the equivalent of 11 to 15 U.S. cents per gallon, using simple decision rules and feasible forecasting algorithms.




Edgeworth Price Cycles


Book Description

In this article, I exploit a new station-level, twelve-hourly price dataset to examine the strong retail price cycles in the Toronto gasoline market. The cycles are visually similar to the theoretical Edgeworth Cycles of Maskin & Tirole [1988]: strongly asymmetric, tall, rapid, and highly synchronous across stations. I test a series of predictions made by the theory about how firm behaviors would differentially evolve over the path of a cycle. The evidence is consistent with the existence of Edgeworth Cycles and inconsistent with competing hypotheses. One finding is that smaller firms are more likely than larger firms to initiate rounds of price undercutting but the reverse is true for rounds of price increases. While the cycles are an interesting phenomenon for study in their own right, the evidence has important implications for understanding market power in both cycling and non-cycling gasoline markets.







Edgeworth Price Cycles in Retail Gasoline Markets


Book Description

(Cont.) In the third essay, I explore the theoretical conditions that best foster price cycles and how those conditions affect the character of the cycles themselves. Using computational techniques, I search for Markov Perfect Equilibria under several models of duopoly and triopoly and for various model-specific parameter values. I consider degrees of differentiation, capacity constraints, sharing rules, discount factors and initial beliefs about price leading behavior. I find Edgeworth price cycles with interesting characteristics under many conditions and focal prices under others.




Edgeworth Price Cycles, Cost-Based Pricing and Sticky Pricing in Retail Gasoline Markets


Book Description

This paper examines dynamic pricing behavior in retail gasoline markets for 19 Canadian cities over 574 weeks. I find three distinct retail pricing patterns: 1. standard cost-based pricing, 2. sticky pricing, and 3. steep, asymmetric retail price cycles that, while seldom documented empirically, resemble those of Maskin amp; Tirole [1988]. I use a Markov switching regression to estimate the prevalence of the regimes and the structural characteristics of the price cycles themselves. Retail price cycles prevail in over 40% of the sample. I show they are more prevalent when and where there is a greater penetration of small, independent firms. The cycle is accelerated and amplified in markets with very many small firms. In markets with few small firms, sticky pricing is dominant. Each of these findings is consistent with the theory of Edgeworth Cycles.







Gasoline Price Cycles Under Discrete Time Pricing


Book Description

We characterise petrol pricing dynamics in an unusual policy environment. A timing restriction in the Western Australian market imposes discrete time pricing on petrol retailers, enabling us to observe the exact timing of price changes. We employ a Markov-switching regression model, finding the existence of Edgeworth price cycles of a similar nature to those recently observed in some other retail petrol markets. Cycles are frequent, asymmetric and of substantial amplitude. Importantly, firms change prices almost every period, limiting the relevance of the leading theory of Edgeworth cycles due to Maskin and Tirole (1988). We also discuss episodes of disruption and evolution of the price cycle.




Edgeworth Price Cycles in Gasoline


Book Description

Studies of gasoline prices in multiple countries have found a repeated sequence of asymmetric cycles where a sharp price increase is followed by gradual decreases. This price pattern is linked to Maskin & Tirole's (1988) theoretical duopoly pricing game that produces a similar pattern, Edgeworth price cycles. We examine data on average daily city-level retail gasoline and diesel prices for 355 cities in the U.S. from 2001-2007 using multiple methods to identify price cycles. We show that a relatively small number of U.S. cities concentrated in a number of contiguous upper Midwestern states evidence Edgeworth cycle-like pricing behavior. Within our data set cities tend to either cycle in all years or they do not cycle at all. We examine prices in cycling and non-cycling cites controlling for other factors and find consumers are no worse off, and likely better off, on average, in cycling than non-cycling cities. Finally, unlike previous studies, we find that some vertically integrated (branded) retail gasoline stations are themselves potentially important drivers of the scale and scope of cycling in retail gasoline prices.




The Speed of Gasoline Price Response in Markets With and Without Edgeworth Cycles


Book Description

Retail gasoline prices are known to respond fairly slowly to wholesale price changes. This does not appear to be true for markets with Edgeworth price cycles. Recently, many retail gasoline markets in the midwestern U.S. and other countries have been shown to exhibit price cycles, in which competition generates rapid cyclical retail price movements. We show that cost changes in cycling markets are passed on 2 to 3 times faster than in markets without cycles. We argue that the constant price movement inherent within the Edgeworth cycle eliminates price frictions and allows firms to pass on cost fluctuations more easily.