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81.
Beta Regimes for the Yield Curve 总被引:2,自引:0,他引:2
We propose an affine term structure model which accommodatesnonlinearities in the drift and volatility function of the short-terminterest rate. Such nonlinearities are a consequence of discretebeta-distributed regime shifts constructed on multiple thresholds.We derive iterative closed-form formula for the whole yieldcurve dynamics that can be estimated using a linearized Kalmanfilter. Fitting the model on US data, we collect empirical evidenceof its potential in estimating conditional volatility and correlationacross yields. 相似文献
82.
For any large player in financial markets, the impact of their trading activity represents a substantial proportion of transaction costs. This paper proposes a novel machine learning algorithm for predicting the price impact of order book events. Specifically, we introduce a prediction system based on ensembles of random forests (RFs). The system is trained and tested on depth-of-book data from the BATS and Chi-X exchanges and performance is benchmarked using ensembles of other popular regression algorithms including: linear regression, neural networks and support vector regression. The results show that recency-weighted ensembles of RFs produce over 15% greater prediction accuracy on out-of-sample data, for 5 out of 6 timeframes studied, compared with all benchmarks. Feature importance ranking is used to explore the significance of various market features on the price impact, finding them to be highly variable through time. Finally, a novel procedure for extracting the directional effects of features is proposed and used to explore the features most dominant in the price formation process. 相似文献
83.
In this paper we present a method to evaluate the quality of a rater’s judgement, which can integrate and enrich the use of inter-rater agreement as a reliability measure. Our proposal is an integrative one and evaluates the quality of a rater’s performance through an analysis of the profile of that individual rater’s performance. We discuss its rationale on the basis of the interpretation of inter-rater agreement, highlighting some critical issues. For this purpose, we adopt a computational model based on fuzzy set theory, demonstrating its main characteristics with an exemplary case study. 相似文献
84.
85.
The necessity of expressing the relative price of a commodityin terms of another commodity makes it impossible to distinguishthat part of any change that can be ascribed to the characteristicsof the commodity itself from the part of that change that isto be ascribed to the characteristics of the commodity of reference,i.e., the numéraire. Ricardo (1817) was the first topoint out this problem and the need to find an invariablemeasure of value, but he was not able to solve the problem.In 1960, Sraffa suggested using a bundle of commodities, thathe called Standard commodity, to accomplish thisfunction, claiming that it was a standard of value invariantwith respect to changes in the distribution of income. But inSraffa's book there is no explicit proof of this claim. Thisgave rise to many misunderstandings about the Standard commodityand its role as invariable measure of value. This paper proposesa proper definition of an invariable measure of value,and then proves that the Sraffa Standard commoditydoes fulfil the requirements of this definition. 相似文献
86.
Silvia Emili Attilio Gardini Enrico Foscolo 《International Journal of Tourism Research》2020,22(4):451-463
What happens in forecasting problems when high frequency and high spatial detail data encounter significant publication delays? In this paper, we consider a monthly dynamic panel data model, augmented by Google Trends search query volume data, for tourism demand forecasting at high spatial detail, in which one of the main aspects is represented by a publication delay ranging from 8 to 15 months. Some findings in the tourism literature already specify forecasting/nowcasting applications considering a realistic time delay but not for more than 3 months. 相似文献
87.
This paper focuses on environmental policies aimed at rising investment in pollution abatement capital. We assume that ecological uncertainty, i.e., uncertainty over the dynamics of pollution, affects firm investment decisions. Capital irreversibility is not postulated but endogenized using a quadratic adjustment cost function. Using this framework, we study the effects of environmental policies considering taxes on polluting inputs and subsidies to reduce the cost of abatement capital. Environmental policies promoted to enforce abatement capital may generate the unexpected result of reducing the abatement investment rate. 相似文献
88.
Bani-Mustafa Ahmed Matawie K. M. Finch C. F. Al-Nasser Amjad Ciavolino Enrico 《Quality and Quantity》2019,53(3):1263-1274
Quality & Quantity - This paper presents and extends the concept of recursive residuals and their estimation to an important class of statistical models, Linear Mixed Models (LMM). Recurrence... 相似文献
89.
90.
Enrico Baraldi Gian Luca Gregori Andrea PernaAuthor vitae 《Industrial Marketing Management》2011,40(6):838-852
The purpose of this paper is to investigate the connection between network evolution and technology embedding. To this end, we performed an exploratory case study of the network surrounding an eco-sustainable technology, Leaf House, Italy's first zero-carbon emission house. We apply theories on technological development within industrial networks, with a specific focus on their resource layer and on the three settings involved in embedding an innovation: “developing”, “producing”, and “using”. Our results contribute to these theories by developing four propositions on the connections between network evolution and embedding: first, technology embedding entails both downstream network expansion and upstream restrictions. Secondly, conflicts among actors increase as technology embedding approaches the producing and using settings. Third and fourth, the more the shapes a technology can assume, and the more each of these shapes involves actors acting in different settings, the easier it is to embed it. The paper concludes with managerial implications and suggestions for further research. 相似文献