An algorithm for panel ANOVA with grouped data

In this paper, we present an algorithm suitable for analysing the variance of panel data when some observations are either given in grouped form or are missed. The analysis is carried out from the perspective of ANOVA panel data models with general errors. The classification intervals of the grouped observations may vary from one to another, thus the missing observations are in fact a particular case of grouping. The proposed Algorithm (1) estimates the parameters of the panel data models; (2) evaluates the covariance matrices of the asymptotic distribution of the time-dependent parameters assuming that the number of time periods, T, is fixed and the number of individuals, N, tends to infinity and similarly, of the individual parameters when T → ∞ and N is fixed; and, finally, (3) uses these asymptotic covariance matrix estimations to analyse the variance of the panel data.     

What drives stock market integration? An analysis using agribusiness stocks

This article explores the drivers of regional stock market integration with a focus on the agribusiness sector across relevant regional trade blocs around the world. We implement panel cointegration models to analyze the stock indices of agribusiness firms in the Southern Common Market (MERCOSUR), European Union (EU), Asia‐Pacific Economic Cooperation (APEC), and North American Free Trade Agreement (NAFTA). Based on the literature on market integration and stock return pricing, we identify nine possible determinants of stock market integration, which we separate into three categories: individual market performance, macroeconomic conditions, and agricultural trade. In our analysis, we account for agriculture‐specific factors to control for possible structural shifts in financial markets regimes by including the two main commodity price bubbles during last 20 years. Our results show that most of the variables included in our categories have been important factors in promoting regional stock market integration. Moreover, integration among regional stock markets was strengthened by the implementation of trade agreements. This effect is stronger in trade blocs with fewer members, such as NAFTA and MERCOSUR, compared with larger and more heterogeneous blocs, such as the EU and APEC.     

Economy-wide reform and agricultural recovery: Observations of economic Darwinism among transition economies

The fitness of an economy and its prospects for continued prosperity will be measured and determined by its robustness and its ability to adapt to changing circumstances. Some countries in transition are adapting much more easily than others to rapid changes in the orientation of their economy, the common objective of which is to achieve economic growth through the adoption of a range of characteristics generally associated with a market economy. Economic growth does not have to be very fast, but it must be efficient and sustainable. Policy adjustments must address political economy concerns, while seeking to achieve macroeconomic equilibrium and price stabilization, competitiveness, efficiency and flexibility, and the protection of the living standards of the most vulnerable population The process of agricultural sector reform will be determined both by economy-wide policies and sector-specific policies. This paper first outlines a taxonomy of the objectives of agricultural sector reform, and then discusses the way in which indirect price interventions (specifically exchange rate and interest rate policies, expansive fiscal policies and industrial protection policies), influence agricultural growth. Lessons of experience drawn from the UNDP/World Bank Trade Expansion Program structural and sectoral adjustment operations in Poland, and the cases of New Zealand and Chile are employed to illustrate not only the constraints that countries face in this regard, but also in identifying targets for further action. The third section presents what is called the architecture of incentives for agriculture'. In defining a strategy of agricultural sector reform, experience has shown that a structure of incentives can be developed that creates an environment ripe for agricultural growth-incentives relating, for example, to taxation, prices, foreign investment, privatization and demonopolization, decentralization and institutional reform. Special considerations that will require additional attention by policy-makers outside of this structure include the maintenance of GATT-legal principles in trade policies, issues relating to tariffication (including concerns about price risk management, food supply, and the role of food aid), input and credit subsidies as a means to correct for market failures, and the role of regional trading blocks in world trade.     

Aqui No Se Habla Agencia.* An Examination of the Impact of Adverse Selection and Framing in Decision‐Making: a US/Mexico Comparison

US companies seeking cheaper labor or extraordinary returns have often seen foreign direct investment as a panacea. However, many of these companies founder on the horns of a control dilemma. While raw economic data such as labor rates prove to be true, productivity and decision‐making styles are so different that companies fail to maximize their investment returns. This situation is worsened as companies attempt to impose culturally inappropriate home country controls on their foreign investment. This study examines one of the potential sources of failure, escalation of commitment, which occurs when decision‐makers over‐commit incremental resources to failing investments without reasonable probability of recovery. This behavior has been widely documented in US domestic literature (see Whyte and Hook, 1997 , for a summary). However, there is also some evidence that such behavior is culturally bounded ( Chow et al., 1997; Sharp and Salter, 1997; Greer and Stephens, 2001 ). This study extends previous findings on cross‐cultural differences in decision‐making among managers by comparing the responses of managers in the USA and Mexico to an escalation of commitment exercise. The cross‐cultural validity of two US based theories, agency (adverse selection) and framing (prospect theory), is tested. The results indicate that at base Mexican managers were more risk seeking. However managers from the more individualistic USA were significantly more likely than Mexican managers to escalate in the presence of agency (adverse selection) based incentives. Negative framing among managers was universal in escalating commitment.     

Agricultural Incentives in Developing Countries: Measuring the Effect of Sectoral and Economywide Policies

The impact of sector-specific (direct) and economywide (indirect)policies on agricultural incentives for eighteen developingcountries for the period 1975–84 are estimated. The directeffect is measured by the proportional difference between theproducer price and the border price (adjusting for distribution,storage, transport, and other marketing costs). The indirecteffect has two components. The first is the impact of the unsustainableportion of the current account deficit and of industrial protectionpolicies on the real exchange rate and thus on the price ofagricultural commodities relative to nonagricultural nontradables.The second is the impact of industrial protection policies onthe relative price of agricultural commodities to that of nonagriculturaltradable goods. We find that (1) in almost all cases the directeffect is equivalent to a tax on exportable goods (–11percent on average) and to a subsidy for importables (20 percenton average); (2) the indirect effect also taxes agriculture(–27 percent on average) and dominates the direct effect(whether the direct effect is positive or negative); and (3)the direct policies for both importables and exportables stabilizedomestic producer prices.     

Crisis Transmission: Evidence from the Debt, Tequila, and Asian Flu Crises

This article analyzes how external crises spread across countries.The authors analyze the behavior of four alternative crisisindicators in a sample of 20 countries during three well-knowncrises: the 1982 debt crisis, the 1994 Mexican crisis, and the1997 Asian crisis. The objective is twofold: to revisit thetransmission channels of crises, and to analyze whether capitalcontrols, exchange rate flexibility, and debt maturity structureaffect the extent of contagion. The results indicate that thereis a strong neighborhood effect. Trade links and similarityin precrisis growth also explain (to a lesser extent) whichcountries suffer more contagion. Both debt composition and exchangerate flexibility to some extent limit contagion, whereas capitalcontrols do not appear to curb it.     

The impact of commodity price shocks among regional economies of a developing country

Volatile commodity prices have become commonplace in the world economy. Although is widely accepted that commodity‐rich countries are affected by this phenomenon, information about how commodity price shocks impacts their regional economies is scarce. This work analyses how shocks in copper prices impact the economies of the major copper‐producing regions in a developing country, such as Chile. To achieve this goal, a two‐step method is implemented. First, we estimate long‐term copper prices using the Wets and Rios approach (2015) and these estimates are then contrasted with those forecast by the Chilean public advisory committee. Second, a general equilibrium model is implemented to simulate the effects of both expansive and restrictive copper price cycles within major producing regions in Chile. Our results show that the proposed approach yields more homogeneous price projections than those made by the Chilean Government, which, in turn, are very close to variations in response to negative shocks. The price simulations confirm that price cycles affect the savings of government and business, which directly dampens regional production, mainly via investment, capital mobilisation and diversification of production. Because of this, fiscal revenues generated by copper sales act as a trade cycle term multiplier in regional economies. Overall, within copper‐producing regions, we suggest implementing long‐term policies to improve profit distribution efficiency.     

Agriculture in the Uruguay Round: Interests of Developing Countries

Agriculture has been favored and protected in developed countrieswhile trade policies in developing countries frequently supportindustry at the expense of exportables and unprotected importablesin agriculture. This protection constrains expansion of temperateand subtropical agricultural exports from developing countries.Several studies have estimated the effects of liberalizationof trade restrictions on world prices, export earnings, andimport costs. While developing countries generally would benefitfrom having the agricultural policies of the most powerful countriesbound by international rules on trade, there are differencesamong the developing countries as to which products should beliberalized. Even if such conflicts did not exist, politicallyfeasible means to obtain such compliance are elusive. The potentiallymost feasible approaches for developing countries to obtainsome measure of liberalization in the Uruguay Round of tradenegotiations are discussed.