16,721 research outputs found

    Random walk with barycentric self-interaction

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    We study the asymptotic behaviour of a dd-dimensional self-interacting random walk XnX_n (n=1,2,...n = 1,2,...) which is repelled or attracted by the centre of mass Gn=n1i=1nXiG_n = n^{-1} \sum_{i=1}^n X_i of its previous trajectory. The walk's trajectory (X1,...,Xn)(X_1,...,X_n) models a random polymer chain in either poor or good solvent. In addition to some natural regularity conditions, we assume that the walk has one-step mean drift directed either towards or away from its current centre of mass GnG_n and of magnitude XnGnβ\| X_n - G_n \|^{-\beta} for β0\beta \geq 0. When β<1\beta <1 and the radial drift is outwards, we show that XnX_n is transient with a limiting (random) direction and satisfies a super-diffusive law of large numbers: n1/(1+β)Xnn^{-1/(1+\beta)} X_n converges almost surely to some random vector. When β(0,1)\beta \in (0,1) there is sub-ballistic rate of escape. For β0\beta \geq 0 we give almost-sure bounds on the norms Xn\|X_n\|, which in the context of the polymer model reveal extended and collapsed phases. Analysis of the random walk, and in particular of XnGnX_n - G_n, leads to the study of real-valued time-inhomogeneous non-Markov processes ZnZ_n on [0,)[0,\infty) with mean drifts at xx given approximately by ρxβ(x/n)\rho x^{-\beta} - (x/n), where β0\beta \geq 0 and ρR\rho \in \R. The study of such processes is a time-dependent variation on a classical problem of Lamperti; moreover, they arise naturally in the context of the distance of simple random walk on Zd\Z^d from its centre of mass, for which we also give an apparently new result. We give a recurrence classification and asymptotic theory for processes ZnZ_n just described, which enables us to deduce the complete recurrence classification (for any β0\beta \geq 0) of XnGnX_n - G_n for our self-interacting walk

    Random walk on the range of random walk

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    We study the random walk X on the range of a simple random walk on ℤ d in dimensions d≥4. When d≥5 we establish quenched and annealed scaling limits for the process X, which show that the intersections of the original simple random walk path are essentially unimportant. For d=4 our results are less precise, but we are able to show that any scaling limit for X will require logarithmic corrections to the polynomial scaling factors seen in higher dimensions. Furthermore, we demonstrate that when d=4 similar logarithmic corrections are necessary in describing the asymptotic behavior of the return probability of X to the origin

    Walk in centres: lessons from Canada

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    The current reforms of the United Kingdom's primary healthcare sector intend to improve accessibility to health care. One of the proposals is to introduce "walk-in" primary care centres. The intention is to pilot "a series of nurse led centres which can be used on a `drop in' basis, providing minor treatment, health information and self help advice." The Canadian medical system has many similarities to the British system. Canada's health system is funded through general taxation (and Medicare premiums), and its general practitioners (family physicians) have a gatekeeper role to secondary care in most provinces. Canada has had walk-in centres for over 20 years. However, these centres are a doctor led service. The lessons learnt in Canada about walk-in centres may be relevant to the NHS. In this article I review the available literature about Canadian walk-in centres

    Walk, Haydel Approach to Process Heat Recovery

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    Walk, Haydel has developed a two phase approach to optimize the recovery of process heat in energy intensive operations. While the approach can be used on 'grassroots' designs, it has been used primarily for revamps. The capital investment for adding heat exchange to processes economically justified when energy cost were low, is paid back in less than 3 years before taxes. Computer models of process operation are first used to improve process efficiencies and to increase the level of available process heat. Using in-house computer software based on the Nishida, Liu and Lapidus approach (AICHE Journal, 1977, Vol. 23, No.1); Walk, Haydel develops the theoretical optimum heat exchanger train arrangement for the process. Existing exchangers are reused and integrated into a practical design based on the theoretical arrangement. This paper will discuss briefly the Walk, Haydel procedure and will provide an example problem to demonstrate its use. Then, case histories will be reviewed to indicate the potential for heat recovery in a variety of processing units

    Logarithmic speeds for one-dimensional perturbed random walk in random environment

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    We study the random walk in random environment on Z+ = f0; 1; 2; : : :g, where the environment is subject to a vanishing (random) perturbation. The two particular cases that we consider are: (i) random walk in random environment perturbed from Sinai's regime; (ii) simple random walk with random perturbation. We give almost sure results on how far the random walker is from the origin, for almost every environment. We give both upper and lower almost sure bounds. These bounds are of order (log t), for 2 (1;1), depending on the perturbation. In addition, in the ergodic cases, we give results on the rate of decay of the stationary distribution

    The Taiwan stock market does follow a random walk

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    Applying the Lo and MacKinlay variance ratio test on the weekly returns from the Taiwan stock market from 1990 to mid 2006, I obtained results strongly indicative of the fact that not only does the Taiwan composite stock index move in a random walk fashion, returns for the individual stocks do so as we. Previous authors employing the same methodology obtained opposite results, namely, that the movements of the Taiwan stock composite index do not follow a random walk.random walk

    Random walk in random environment with asymptotically zero perturbation

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    We give criteria for ergodicity, transience and null recurrence for the random walk in random environment on \Z+={0,1,2,…}, with reflection at the origin, where the random environment is subject to a vanishing perturbation. Our results complement existing criteria for random walks in random environments and for Markov chains with asymptotically zero drift, and are significantly different to these previously studied cases. Our method is based on a martingale technique - the method of Lyapunov functions

    Testing for the Random Walk Hypothesis and Structural Breaks in International Stock Prices

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    This paper examines whether stock prices for 16 countries are trend stationary or follow a random walk process using the (Zivot and Andrews, 1992) and (Lumsdaine and Papell, 1997) tests and monthly data (1987:12-2005:12). With one structural break, the ZA test results provide evidence in favour of random walk hypothesis in 14 countries. However, when two endogenously-determined structural breaks are considered, this hypothesis was rejected for only five countries, suggesting a robust conclusion regarding the non-stationarity of stock prices world wide. In addition, the dates of structural break in most cases point to the Asian crisis in the period 1996-1998.stock market, random walk, structural break

    CAN LONG HORIZON DATA BEAT RANDOM WALK UNDER ENGEL-WEST EXPLANATION?

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    Engel and West (2004a) provide an explanation to reconcile the random walk behavior of exchange rate and linear present value asset pricing models. In this paper, we study the long horizon property of exchange rate under Engel-West explanation. It is found that the long horizon data can not significantly improve our chance of beating random walk. This result is consistent with recent empirical studies on the long horizon exchange rate. Under E-W explanation, the change of exchange rate can be more serially correlated in the long horizon data, but this change in most cases is only marginal. Depending on the persistence of change in fundamentals, two patterns may exist between the autocorrelation of exchange rate change and the time horizon. Both of these two patterns are found existing in the real data of exchange rates. These results support E-W explanation for exchange rate puzzle.Foreign exchange rate, present-value models, exchange rate and fundamentals, random walk

    The China A shares follow random walk but the B shares do not

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    The China A-Share stocks and the China B-Share stocks are common stocks issued by companies incorporated in China. These two classes of common stocks differ in the nationality of the investors each is restricted to by law. For the most part, the A shares, quoted in the Chinese yuan, or renminbi, are for Chinese nationals while the B shares, quoted in foreign currencies, are for non-Chinese nationals and residents of Macau, Hong Kong and Taiwan. This paper identified eighty-six companies issuing both the A and B shares and tested if these shares weekly returns follow a random walk. Employing the Lo and MacKinlay variance ratio test statistics, it is discovered that five times more B shares rejected the random walk as did the A shares. Moreover, both the Shenzhen and Shanghai B-Share indexes reject the random walk while neither the Shenzhen nor Shanghai A-Share index reject the random walk.
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