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Dynamic price dependence of Canadian and international art markets: an empirical analysis

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TLDR
In this paper, the authors investigated the presence and nature of such time series dependence econometrically, both in terms of long-term trends as reflected in the cointegrating relationship between Canadian and the international market, and in short-run co-movements as represented in correlations.
Abstract
Although the market for Canadian paintings is now of substantial magnitude, with several works having recently been sold for well over a million dollars, it remains true that with very few exceptions, the works of Canadian painters are bought and sold only in Canada and seem to be held only by Canadian collectors. This market can thus be viewed as largely local, and it is therefore not clear whether there should be any linkage between price movements for Canadian art and those for the mainstream international market in old master, impressionist, and modern art. This article investigates the presence and nature of such time series dependence econometrically, both in terms of long-term trends as reflected in the co-integrating relationship between Canadian and the international market, and in terms of short-run co-movements as represented in correlations. The possibility that the local market “follows” the international one is also considered through an analysis of Granger causality. For Canadian art prices, we use a new hedonic index that has been computed using an updated version of the dataset of Hodgson and Vorkink (Can J Econ 37:629–655, 2004), while for the international prices, we use an index provided by Mei and Moses (Am Econ Rev 92:1656–1668, 2002).

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An analysis of pricing and returns in the market for French Canadian paintings

TL;DR: In this article, the valuation of French Canadian paintings is analyzed empirically using a sample of auction prices for major French Canadian painters for the period 1968 to 2005, run hedonic regressions to determine the influence of various factors, including painter identity, on auction prices, as well as construct a market price index.
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Dynamics of the Turkish paintings market: A comprehensive empirical study

TL;DR: In this article, the authors constructed the most comprehensive paintings price index in Turkey by using 32,391 manually collected sales transactions, including artworks of 413 artists over the period 1990-2016.
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Nonlinearity and nonstationarity in international art market prices: evidence from Markov-switching ADF unit root tests

Abstract: This study investigates the presence (or lack thereof) of nonlinear dynamics and nonstationarity in international art market prices using quarterly data for the period 1990–2011. We first test whether art market price indices follow stochastic trends or whether they are stationary by means of linear unit root tests. Next, we estimate the Markov regime-switching ADF model and test whether the linear or the nonlinear regime-switching model provides a better characterization of the global art market price series. We find that all art market price indices (except for Drawings) exhibit nonlinearity. To our knowledge, our study is the first one in the literature to suggest that a nonlinear (Markov regime-switching) model provides a better characterization of the behavior of price dynamics in international art markets. In particular, our findings indicate that the market for the overall global art market, paintings, old masters, sculptures, photographs, prints, and contemporary art might indeed be stationary while exhibiting nonlinear regime-switching properties. On the other hand, the market for drawings and the Nineteenth century art are found to be nonstationary. Overall, despite the common ground of a regime-switching framework, we still find that the sub-segments of the art market have their own inner regime switching dynamics and hence they can evolve differently overtime.
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Art investment: hedging or safe haven through financial crises

TL;DR: In this paper, the authors analyzed long-term art auction sales data focusing on and around financial crisis periods with other investment returns to understand whether art can be considered a safe haven during volatile times or a hedging option in general by analyzing art auction data in a volatile emerging market.
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Market efficiency in the art markets using a combination of long memory, fractal dimension, and approximate entropy measures

TL;DR: In this paper, the authors investigate the efficiency in the art markets, using a generalized spectral test (GST) in a rolling window approach to detect departure from the martingale difference hypothesis (MDH) and trace the periods of market efficiency over time.
References
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Journal ArticleDOI

Distribution of the Estimators for Autoregressive Time Series with a Unit Root

TL;DR: In this article, the limit distributions of the estimator of p and of the regression t test are derived under the assumption that p = ± 1, where p is a fixed constant and t is a sequence of independent normal random variables.
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Testing for a Unit Root in Time Series Regression

TL;DR: In this article, the authors proposed new tests for detecting the presence of a unit root in quite general time series models, which accommodate models with a fitted drift and a time trend so that they may be used to discriminate between unit root nonstationarity and stationarity about a deterministic trend.
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Time Series Analysis.

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Time series analysis

James D. Hamilton
- 01 Feb 1997 - 
TL;DR: A ordered sequence of events or observations having a time component is called as a time series, and some good examples are daily opening and closing stock prices, daily humidity, temperature, pressure, annual gross domestic product of a country and so on.
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A Theory of Demand for Products Distinguished by Place of Production (Une théorie de la demande de produits différenciés d'après leur origine) (Una teoría de la demanda de productos distinguiéndolos según el lugar de producción)

TL;DR: In this article, Solow et al. present an approach for the analysis of the variation of a flux commercial particulier entre pays in the context of recherche.