Conditional Likelihood Estimators for Hidden Markov Models and Stochastic Volatility Models

ABSTRACT.  This paper develops a new contrast process for parametric inference of general hidden Markov models, when the hidden chain has a non-compact state space. This contrast is based on the conditional likelihood approach, often used for ARCH-type models. We prove the strong consistency of the conditional likelihood estimators under appropriate conditions. The method is applied to the Kalman filter (for which this contrast and the exact likelihood lead to asymptotically equivalent estimators) and to the discretely observed stochastic volatility models.     

山野菜一点红总多酚提取工艺的研究

对山野菜一点红总多酚的提取影响因素进行了研究，并对提取工艺参数进行了正交优化，试验结果表明山野菜一点红总多酚提取的最佳工艺条件应为液料比为15：1，乙醇浓度为60％，浸体温度为80℃，浸提时间为1h，这种提取工艺可使一点红总多酚的提取率达到94．2％。     

增强邓小平理论课教学时效性的切几点

应该选好切入点,与时俱进地增强邓小平理论课的教学时效性。课堂讲授的重要切入,应以学生为中心,抓兴奋点,预留老师“答记者问”时间,精心设计讨论;实践参与的重要切入,则在于联系改革实际的典型事例,注重用参观,社会调查等方式增强学生的社会责任感和判断力。     

Subjective probabilities and utility with event-dependent preferences

This article generalizes Savage's theory to include event-dependent preferences. The state space is partitioned into finitely many events. The induced preferences over consequences are assumed independent of the underlying states within, but not across, these events. This results in an additively separable representation of preferences over acts. The dependence of the preference relation over consequences on the events is represented by event-dependent mappings of the set of consequences onto itself. Given these mappings, the preferences on acts are represented by the expectation of event-dependent utilities on the consequences with respect to unique subjective probabilities on the states.Helpful discussions with David Schmeidler are gratefully acknowledged.     

A note on LeCam’s bound for the distance between the Poisson binomial and the Poisson distribution

n possibly different success probabilities p ₁, p ₂, ..., p _n is frequently approximated by a Poisson distribution with parameter λ = p ₁ + p ₂ + ... + p _n . LeCam's bound p ² ₁ + p ² ₂ + ... + p _n ² for the total variation distance between both distributions is particularly useful provided the success probabilities are small. The paper presents an improved version of LeCam's bound if a generalized d-dimensional Poisson binomial distribution is to be approximated by a compound Poisson distribution. Received: May 10, 2000; revised version: January 15, 2001     

公民权与美国工业化时期缩短工时运动研究

在工业化时期,美国人们形成了"私人时间"的观念。他们普遍相信,过长的工时侵犯了自己的私人时间,而拥有私人时间是共和国公民的天然权利。这种思想成为缩短工时运动的重要思想基础,促进运动的蓬勃发展。然而,受契约自由传统的影响,运动仅取得了有限的成就,工人获得合理工作时间和私人时间的路途仍很艰辛漫长。     

综合设计性实验对学生能力和素质的培养

本文就开展综合设计性实验对学生能力和素质的培养进行初步探讨。     

应用神经元控制器的实时控制装置和实验

针对平衡倒立摆这一非线性控制问题，设计了神经元控制器和控制装置，编制了实时控制程序．控制装置运行良好，成功地平衡了倒立摆．实时控制实验显示，当倒立摆的参数变化时，神经元控制器比一般的控制器具有强得多的自适应能力．     

Making the Best of a Bad Job? Female Part‐Timers’ Orientations and Attitudes to Work

This article uses data from 50 qualitative interviews with female part‐time workers in low‐level jobs in Britain to illustrate their attitudes, orientations and aspirations towards paid work. The research reports two main findings. Firstly, even female part‐time workers at the bottom end of the occupational structure are not a homogeneous group of workers. Secondly, they are not all highly satisfied with their jobs. The article argues that many women (especially those in working‐class households) still do not have a genuine choice between ‘family work’ and ‘market work’. It concludes by presenting a theoretical model of orientations to work.     

基于拥挤收费的动态出发时间选择

针对动态交通分配领域中往往假定所有车辆的出发时间是固定的不正确假设，探讨基于拥挤收费的出发时间选择问题的负效用函数，建立动态出发时间选择问题的变分不等式模型．结果表明，建立的变分不等式模型等价于动态用户最优出发时间选择问题.