This paper studies a land use switching model as a measure of adaptation to climate change in tart cherry industry in Michigan. In order to capture the effects of extreme events, we employ a real options land conversion model where an underlying stochastic process allows a Poisson-type jump...

When assessing climate change impact, adaptation is an important behavioral response to reduce potential risk. But it has been widely recognized that there are barriers to adaptation. And attempts to estimate impacts may be biased when these barriers neglected. Potential barrier on adaptation...

Traditional classifiers including support vector machines use only labeled data in training. However, labeled instances are often difficult, costly, or time consuming to obtain while unlabeled instances are relatively easy to collect. The goal of semi-supervised learning is to improve the...

Relying on frontier production approach (e.g., Luenberger's shortage function), we investigated the performance of agricultural sector in transition countries and its changes over time, especially focusing on the dynamics of productivity changes. We found that; (i) CEE countries have improved...

The support vector machine has been a popular choice of classification method for many applications in machine learning. While it often outperforms other methods in terms of classification accuracy, the implicit nature of its solution renders the support vector machine less attractive in...

This paper examines technological leapfrogging industries characterized by long term investments in perennial crops. Threshold farm size and economic valuation are used to evaluate adoption of harvester innovations. Less than 1 percent of Polish farmers are able to adopt overhead harvesters and...

In this paper, we empirically assess how information cost, as one component of trade costs, impacts the decision of an individual firm to export. Firm-level data measuring the difficulty of obtaining information about technical regulations in the European Union (EU) and the United States is used...