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“马尔可夫链蒙特卡洛”(MCMC)方法在估计IRT模型参数中的应用 总被引:2,自引:0,他引:2
本文介绍和阐述怎样运用“马尔可夫链蒙特卡洛”(MCMC)技术,并结合Bayes方法来估计IRT的模型参数。首先简要地概述了MCMC方法估计模型参数的基本原理;其次介绍MCMC方法估计模型参数的一般方法,涉及Gibbs抽样、取舍抽样、Metropolis-Hastings算法等概念和方法;最后以IRT的“二参数逻辑斯蒂”(2PL)模型为例,重点介绍了用“Gibbs范围内的M-H算法”估计项目参数(β1jβ2j)的算法过程。结束本文时还解说了MCMC方法的特点。阅读本文需具有随机过程、Markov链、Bayes方法等概率论的基本知识。 相似文献
64.
Unlike scalar wavelets,multiscaling functions can be orthogonal,regular and symmetrical,and have compact support and high order of approximation simultaneously.For this reason,even if multiscaling functions are not cardinal, they still hold for perfect A/D and D/A.We generalize the Walter's sampling theorem to multiwavelet subspaces based on reproducing kernel Hilbert space.The reconstruction function can be expressed by multiwavelet function using the Zak transform.The general case of irregular sampling is also discussed and the irregular sampling theorem for multiwavelet subspaces established.Examples are presented. 相似文献
65.
采用滚雪球抽样,对丽水市城区居民共500人进行了调查,分析了居民环境意识状况,发现环境意识水平与受教育水平、经济水平以及职业密切相关. 相似文献
66.
Gabrielle E. Kelly 《Educational studies》2010,36(4):461-464
This paper describes a novel method for the delivery of an introductory module on survey sampling at a third‐level institution. As part of the module, students undertake a practical survey that is of interest not only to themselves but also to university administrators and other module coordinators. Unlike many data collection activities used in class, these data have intrinsic value. This module is shown to produce students with a high level of expertise in survey sampling. It also fosters in students wider generic capacities, such as information, communication and problem‐solving skills and teamwork and leadership skills that prepare them for further study and employment. The emphasis on activity‐based learning has led to increased student participation, improved examination results as well as enhanced student satisfaction with the module. 相似文献
67.
城市交通排放污染实验及关键影响因素 总被引:1,自引:0,他引:1
为研究影响城市交通污染的关键因素,通过交通污染的特征分析其影响因素,选取上海市杨浦区的路段进行污染物浓度、交通流性态和气象条件的观测,并运用软件对采样数据进行主成分回归,结果表明交通流量和交通流运行状态是影响城市交通排放污染的两个关键因素,并提出减少交通污染的控制措施。 相似文献
68.
将低采样率数字去斜技术用于合成孔径激光雷达(SAL),大幅度降低了系统的AD采样率.在此基础上,分析线性调频连续波(LFMCW)体制SAL系统的信号采样和成像处理问题.为降低回波延时误差带来的影响,给出一种延时估计方法.该方法通过截取单个扫频周期信号的回波进行去斜脉压,得到场景对应的延时;针对线性调频(LFM)信号的非线性失真,使用剩余视频相位(RVP)滤波法进行信号校正,保证去斜脉压质量.仿真实验验证了将低采样率数字去斜应用于SAL的可行性. 相似文献
69.
Longitudinal data are often collected in waves in which a participant’s data can be collected at different times within each wave, resulting in sampling-time variation that is unaccounted for when waves are treated as single time points. Little research has been reported on the effects of this temporal imprecision on longitudinal growth-curve modeling. This article describes the results of a simulation study into the effect of sampling-time variation on parameter estimation, model fit, and model comparison with an empirical validation of the model fit and comparison results. 相似文献
70.
Anne K. van Bysterveldt Marleen F. Westerveld 《International Journal of Disability, Development & Education》2017,64(3):249-269
Personal narrative ability is crucial for social–emotional well-being and classroom participation. This study investigated the ability of 10 school-age participants with Down syndrome to share past personal experiences with their teacher aides in their school environment. To participate, children were required to speak in short sentences and be largely intelligible to unfamiliar listeners. Personal narratives were elicited using photo prompts, comprising a set of the child’s own photographs and a standard set of photographs and accompanying verbal prompts, utilising a clinical language sampling protocol. Personal narratives were analysed on quality, syntactic complexity, verbal fluency and intelligibility. Examiner behaviour was evaluated for measures of syntactic complexity, mean turn length in utterances and number of utterances. Results indicated significant difficulties in producing quality personal narratives in both photo conditions. Examiner behaviour was negatively correlated to the participants’ spoken language performance. Clinical implications are highlighted. 相似文献