The statistical analysis of general processing tree models with the EM algorithm

作者: Xiangen Hu , William H. Batchelder

DOI: 10.1007/BF02294263

关键词:

摘要: … In the remaining sections, unless otherwise stated, we assume that ® is in the interior of fL To construct an EM algorithm for a GPT model, we consider the (nj) as the observed data and …

参考文章(33)
William H. Batchelder, Xiangen Hu, David M. Riefer, Analysis of a Model for Source Monitoring Springer New York. pp. 51- 65 ,(1994) , 10.1007/978-1-4612-4308-3_4
David M. Riefer, William H. Batchelder, Statistical Inference for Multinomial Processing Tree Models Recent Research in Psychology. pp. 313- 335 ,(1991) , 10.1007/978-1-4613-9728-1_18
Russell A. Boyles, On the Convergence of the EM Algorithm Journal of the royal statistical society series b-methodological. ,vol. 45, pp. 47- 50 ,(1983) , 10.1111/J.2517-6161.1983.TB01229.X
David E. Rumelhart, James L. McClelland, , Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations Computational Models of Cognition and Perception. ,(1986) , 10.7551/MITPRESS/5236.001.0001
David M. Riefer, Jeffrey N. Rouder, A multinomial modeling analysis of the mnemonic benefits of bizarre imagery Memory & Cognition. ,vol. 20, pp. 601- 611 ,(1992) , 10.3758/BF03202710
David M. Riefer, William H. Batchelder, Multinomial Modeling and the Measurement of Cognitive Processes. Psychological Review. ,vol. 95, pp. 318- 339 ,(1988) , 10.1037/0033-295X.95.3.318
By R. CEPPELLINI, M. SINISCALCO, C. A. B. SMITH, The estimation of gene frequencies in a random-mating population. Annals of Human Genetics. ,vol. 20, pp. 97- 115 ,(1955) , 10.1111/J.1469-1809.1955.TB01360.X
Xiao-Li Meng, Donald B. Rubin, Using EM to Obtain Asymptotic Variance-Covariance Matrices: The SEM Algorithm Journal of the American Statistical Association. ,vol. 86, pp. 899- 909 ,(1991) , 10.1080/01621459.1991.10475130
C. A. B. SMITH, COUNTING METHODS IN GENETICAL STATISTICS Annals of Human Genetics. ,vol. 21, pp. 254- 276 ,(1957) , 10.1111/J.1469-1809.1972.TB00287.X
Brian H. Ross, Gordon H. Bower, Comparisons of models of associative recall. Memory & Cognition. ,vol. 9, pp. 1- 16 ,(1981) , 10.3758/BF03196946