Inference with Dependent Data in Accounting and Finance Applications

We review developments in conducting inference for model parameters in the presence of intertemporal and cross‐sectional dependence with an emphasis on panel data applications. We review the use of heteroskedasticity and autocorrelation consistent (HAC) standard error estimators, which include the standard clustered and multiway clustered estimators, and discuss alternative sample‐splitting inference procedures, such as the Fama–Macbeth procedure, within this context. We outline pros and cons of the different procedures. We then illustrate the properties of the discussed procedures within a simulation experiment designed to mimic the type of firm‐level panel data that might be encountered in accounting and finance applications. Our conclusion, based on theoretical properties and simulation performance, is that sample‐splitting procedures with suitably chosen splits are the most likely to deliver robust inferential statements with approximately correct coverage properties in the types of large, heterogeneous panels many researchers are likely to face.     

Monetary Policy,Trend Inflation,and Unemployment Volatility

The literature has long agreed that the DMP model (after Diamond 1982, Mortensen 1982, Pissarides 1985) with search and matching frictions in the labor market can deliver large volatilities in labor market quantities, consistent with empirical data, only if there is at least some wage stickiness. I show, however, that the model can deliver nontrivial volatilities without wage stickiness, as long as it has price dispersion and nonzero long‐run inflation rates. I find that by keeping inflation at a positive rate, monetary policy may be accountable for the large standard deviations observed on labor market variables. In addition, the Shimer (2005) puzzle disappears under monetary policy shocks.     

VERTICAL INTEGRATION AND SHARED FACILITIES IN UNREGULATED INDUSTRIES

In this paper we analyze the equilibrium market structure, following liberalization, of an industry involving an essential facility. Two alternative modes of market entry are considered, in conjunction with vertical integration, namely: (i) full entry, which means building a new and more efficient facility at a positive fixed cost; and (ii) partial entry, which means purchasing existing capacity from the incumbent, at a fixed price per unit that is freely negotiated between the incumbent and the entrant. We show that vertical integration is a dominant strategy for each firm under either entry mode, and that upstream firms choose to share the incumbent's facility when the entrant's fixed cost exceeds a positive threshold. In addition, welfare analysis shows that in many situations the market can efficiently solve the trade-off between fixed-cost savings and softened downstream competition, thus providing a rationale for the liberalization of such industries. Several competition policy implications are discussed.     

Financial Crisis, Fiscal Policy, and the 1995 GDP Contraction in Mexico

In 1995 Mexico experienced its largest contraction of gross domestic product (GDP) since the early twentieth century. I propose a simple mechanism to partially account for the contraction: the effects of changes in fiscal policy. The contraction of GDP was preceded by a financial crisis. The government responded by raising taxes and reducing spending. Using a model with taxation and government consumption, and the business cycle accounting methodology, I measure the impact of fiscal policy. Fiscal policy accounts for 20.7% of the fall in output.     

CEO Horizon,Optimal Pay Duration,and the Escalation of Short‐Termism

This paper studies optimal contracts when managers manipulate their performance measure at the expense of firm value. Optimal contracts defer compensation. The manager's incentives vest over time at an increasing rate, and compensation becomes very sensitive to short‐term performance. This generates an endogenous horizon problem whereby managers intensify performance manipulation in their final years in office. Contracts are designed to encourage effort while minimizing the adverse effects of manipulation. We characterize the optimal mix of short‐ and long‐term compensation along the manager's tenure, the optimal vesting period of incentive pay, and the dynamics of short‐termism over the CEO's tenure.     

ASYMMETRIC DYNAMIC PRICING IN A LOCAL GASOLINE RETAIL MARKET*

Asymmetric‐price adjustment is a common phenomenon in many markets around the world, particularly in retail gasoline markets. This paper studies the existence of this phenomenon in the retail gasoline market in the city of Santiago, Chile, using a data set of weekly gas station prices that covers a period of almost four years. We found that prices adjust asymmetrically, and the asymmetry is different for branded gas stations and unbranded stations. In addition, we found that the asymmetry for high‐margin stations is statistically equivalent to that for low‐margin stations. This evidence is suggestive of collusion as a rationale for the asymmetric pricing policy observed.     

Inflation Targeting Matters: Evidence from OECD Economies' Sacrifice Ratios

Using data from OECD economies, we show that inflation targeters suffered smaller output losses during disinflations when compared to nontargeters. We also study why some countries choose to inflation target while others do not and find that higher average inflation and smaller debt levels render the adoption of the regime more likely. Applying Heckman's procedure to control for selection bias does not alter the link between inflation targeting and less costly disinflations.     

Funding Liquidity without Banks: Evidence from a Shock to the Cost of Very Short‐Term Debt

In 2011, Colombia instituted a tax on repayment of bank loans, which increased the cost of short‐term bank credit more than long‐term credit. Firms responded by cutting short‐term loans for liquidity management purposes and increasing the use of cash and trade credit. In industries in which trade credit is more accessible (based on U.S. Compustat firms), we find substitution into accounts payable and little effect on cash and investment. Where trade credit is less available, firms increase cash and cut investment. Thus, trade credit provides an alternative source of liquidity that can insulate some firms from bank liquidity shocks.     

DELAYS IN STABILIZATION OR IN REFORMS? THE DEBT CRISIS

Empirical analyses attributing the 1980s’ debt crisis to inconsistent stabilization policies rest on an inappropriate long‐run approach. Revising this long‐run approach yields opposite results: terms of trade shocks and foreign indebtedness explain this crisis, regardless of domestic stabilization policies. This prompts us to consider a new hypothesis, of delays in trade‐policy reforms, with a model in which terms‐of‐trade variation (under shocks) is endogenous to export structure and efficiency of resource allocation. Evidence from the structural equations model shows that allocation distortions negatively affect changes in terms of trade, which then explain this crisis. A political economy extension demonstrates that income inequality and regional trade policy determine the distortions, which in turn leads to this crisis.     

The Real Effects of Credit Ratings: The Sovereign Ceiling Channel

We show that sovereign debt impairments can have a significant effect on financial markets and real economies through a credit ratings channel. Specifically, we find that firms reduce their investment and reliance on credit markets due to a rising cost of debt capital following a sovereign rating downgrade. We identify these effects by exploiting exogenous variation in corporate ratings due to rating agencies' sovereign ceiling policies, which require that firms' ratings remain at or below the sovereign rating of their country of domicile.