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21.
Present optimization techniques in latent class analysis apply the expectation maximization algorithm or the Newton-Raphson
algorithm for optimizing the parameter values of a prespecified model. These techniques can be used to find maximum likelihood
estimates of the parameters, given the specified structure of the model, which is defined by the number of classes and, possibly,
fixation and equality constraints. The model structure is usually chosen on theoretical grounds. A large variety of structurally
different latent class models can be compared using goodness-of-fit indices of the chi-square family, Akaike’s information
criterion, the Bayesian information criterion, and various other statistics. However, finding the optimal structure for a
given goodness-of-fit index often requires a lengthy search in which all kinds of model structures are tested. Moreover, solutions
may depend on the choice of initial values for the parameters. This article presents a new method by which one can simultaneously
infer the model structure from the data and optimize the parameter values. The method consists of a genetic algorithm in which
any goodness-of-fit index can be used as a fitness criterion. In a number of test cases in which data sets from the literature
were used, it is shown that this method provides models that fit equally well as or better than the models suggested in the
original articles. 相似文献
22.
Rules of thumb for power in multiple regression research abound. Most such rules dictate the necessary sample size, but they are based only upon the number of predictor variables, usually ignoring other critical factors necessary to compute power accurately. Other guides to power in multiple regression typically use approximate rather than precise equations for the underlying distribution; entail complex preparatory computations; require interpolation with tabular presentation formats; run only under software such as Mathmatica or SAS that may not be immediately available to the user; or are sold to the user as parts of power computation packages. In contrast, the program we offer herein is immediately downloadable at no charge, runs under Windows, is interactive, self-explanatory, flexible to fit the user’s own regression problems, and is as accurate as single precision computation ordinarily permits. 相似文献
23.
Analysis of accuracy of responses to balance scale problems gives a global idea of the cognitive processes that underlie problem-solving behavior on this task. We show that response times (RTs) provide additional detailed information about the kind and duration of these processes. We derive predictions about the RTs from Siegler's (1981) model for the balance scale task, including the counterintuitive prediction that young adults are slower than children in solving particular balance scale problems. The predictions were tested in a study in which 191 6- to 22-year-old participants were presented with a computerized balance scale task. RTs were analyzed with regression models. In addition to qualitative differences between items, we also modeled quantitative differences between items in the regression models. Analyses supported the predictions and provided additional knowledge on the rules. Rule II was reformulated as a rule that always involves the encoding, but not always the correct application of the distance cue. RTs provided evidence for the use of a buggy-rule and not an addition-rule. Finally, a relation between rule inconsistency and increased RT was found. 相似文献
24.
中国古代的自主学习思想探析 总被引:15,自引:0,他引:15
从自主学习的价值、自主学习的原则、自主学习的教学等方面探讨了中国古代的自主学习思想。中国古代学者强凋为学贵在自求自得。注重立志、学思结合、知疑善间、自我省察、相互切磋等自主学习原则。主张遵循启发式的、少而精的教学原则来培养学生的自主学习能力。 相似文献
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28.
韩维举 《医学与哲学(人文社会医学版)》1999,20(3):19-21
耳科学在人类与耳部疾病的斗争中兴起了19世纪,在本世纪随科学技术的发展而获得迅速发展,特别是抗菌素和手术显微镜的出现,使耳显同外科技术不断提高,不仅能彻底地祛除耳部感染,而且可以有效地提高听力,耳科学家在聋病的治疗过程中,已能够有效地治疗传导性耳聋,但仍面临着治疗神经性耳聋的挑战,在现代科学技术革命的推动下,随着分析子生物学,细胞生物学等新技术的发展,在21世纪,人类必定能够彻底治疗聋病。 相似文献
29.
论中西医结合的过程与层次 总被引:2,自引:0,他引:2
韩乾国 《医学与哲学(人文社会医学版)》1999,20(6):12-15
中西医结合是一个长期困扰人们的难题。中医理论研究人体外部现象的变化规律,以古代哲学思想为指导,具有整体联系、动态把握的合理内核。而目前现代医学对人体结构和功能的认识,并不能完全揭示生命现象本质,因而也不能完全解释中医现象。这种认识有一个不断发展和深化的过程,自然辩证法观点认为层次越低、结合越紧密。分子导次是具有生物意义的最低层次。人类“基因组”计划的实现可能在一个新的高度阐明人体本质,也使中医现象 相似文献
30.
汉字词识别过程的形,音,义编码作用的研究 总被引:7,自引:0,他引:7
本文通过两个实验,采用汉字词形、音、义特征匹配任务,探讨了影响汉字词的形、音、义编码与提取方式的有关因素。实验一发现在速示条件下,对汉字词再认的成绩并不受字词的使用度的影响,反应时无明显变化,而主要受编码加工的深度影响。在形、音、义特征加工中,对音码的加工时间最长,再认的正确率最低;义码的加工时间较短,再认正确率最高;形码的反应时及再认成绩介于音码与义码之间。实验二在非速示条件下也获得了相同的结果。研究结果表明,在汉字词的形、音、义特征中,存在着编码加工深度的差异。 相似文献