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161.
Although many nonlinear models of cognition have been proposed in the past 50 years, there has been little consideration of
corresponding statistical techniques for their analysis. In analyses with nonlinear models, unmodeled variability from the
selection of items or participants may lead to asymptotically biased estimation. This asymptotic bias, in turn, renders inference
problematic. We show, for example, that a signal detection analysis of recognition memory data leads to asymptotic underestimation
of sensitivity. To eliminate asymptotic bias, we advocate hierarchical models in which participant variability, item variability,
and measurement error are modeled simultaneously. By accounting for multiple sources of variability, hierarchical models yield
consistent and accurate estimates of participant and item effects in recognition memory. This article is written in tutorial
format; we provide an introduction to Bayesian statistics, hierarchical modeling, and Markov chain Monte Carlo computational
techniques. 相似文献
162.
Often quantitative data in the social sciences have only ordinal justification. Problems of interpretation can arise when least squares multiple regression (LSMR) is used with ordinal data. Two ordinal alternatives are discussed, dominance-based ordinal multiple regression (DOMR) and proportional odds multiple regression. The Q2 statistic is introduced for testing the omnibus null hypothesis in DOMR. A simulation study is discussed that examines the actual Type I error rate and power of Q2 in comparison to the LSMR omnibus F test under normality and non-normality. Results suggest that Q2 has favorable sampling properties as long as the sample size-to-predictors ratio is not too small, and Q2 can be a good alternative to the omnibus F test when the response variable is non-normal. 相似文献
163.
Category learning and multiple memory systems 总被引:4,自引:0,他引:4
Categorization is a vitally important skill that people use every day. Early theories of category learning assumed a single learning system, but recent evidence suggests that human category learning may depend on many of the major memory systems that have been hypothesized by memory researchers. As different memory systems flourish under different conditions, an understanding of how categorization uses available memory systems will improve our understanding of a basic human skill, lead to better insights into the cognitive changes that result from a variety of neurological disorders, and suggest improvements in training procedures for complex categorization tasks. 相似文献
164.
Schwartz PH 《The American journal of bioethics : AJOB》2005,5(3):17-9; discussion W4-9
165.
Using the score method to construct asymmetric confidence intervals: An SAS program for content validation in scale development 总被引:1,自引:0,他引:1
Expert review sessions are often conducted to determine the content validity of scale items. The accurate quantification of
content validity is usually limited by a relatively small number of experts as well as by a small number of rating categories.
These factors, combined with the bounded and discrete nature of rating scale categories, hinder use of traditional methods
for computing standard errors and confidence intervals. Using an application of the score method, researchers can construct
an asymmetric interval that is better suited for these situations. SAS code is provided to automate the computations, and
a discussion of two methods for using the obtained results for content validation decisionmaking follows. 相似文献
166.
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168.
During the nearly 10 years since its introduction, preimplantation genetic diagnosis (PGD) has been used predominantly to avoid giving birth to a child with identified genetic disease. Recently, PGD was used by a couple not only to test IVF-created embryos for genetic disease, but also to test for a nondisease trait related to immune compatibility with a child in the family in need of an hematropoetic stem cell transplant. This article describes the case, raises some ethical and policy issues, highlights gaps in U.S. policy, and finally makes some recommendations for addressing advancing genetic and reproductive technologies. 相似文献
169.
Using the retrieval-practice paradigm (Anderson, R. A. Bjork, & E. L. Bjork, 1994), we tested whether or not retrieval-induced forgetting could be found in item recognition tests. In Experiment 1, retrieval practice on items from semantic categories depressed recognition of nonpracticed items from the same categories. Similar results were found in Experiment 2 in a more stringent source test for practiced, nonpracticed, and new items. These results conceptually replicate those of previous retrieval-induced forgetting studies done with cued recall (e.g., Anderson et al., 1994). Our findings are inconsistent with the hypothesis that item-specific cues during retrieval will eliminate retrieval interference in the retrieval-practice paradigm (Butler, Williams, Zacks, & Maki, 2001). We discuss our results in relation to other retrieval interference and inhibition effects in recall and recognition. 相似文献
170.