BNL
所属分类：matlab编程
开发工具：matlab
文件大小：240KB
下载次数：47
上传日期：2009-02-02 15:33:34
上 传 者：
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说明： The BNL toolbox is a set of Matlab functions for defining and estimating the
parameters of a Bayesian network for discrete variables in which the conditional
probability tables are specified by logistic regression models. Logistic regression can be
used to incorporate restrictions on the conditional probabilities and to account for the
effect of covariates. Nominal variables are modeled with multinomial logistic regression,
whereas the category probabilities of ordered variables are modeled through a cumulative
or adjacent-categories response function. Variables can be observed, partially observed,
or hidden.
文件列表:
additional (0, 2006-11-27)
additional\adj_logistic.m (601, 2005-11-23)
additional\adj_logit.m (615, 2005-11-23)
additional\cum_logistic.m (474, 2005-12-01)
additional\cum_logit.m (566, 2005-11-23)
additional\deriv_adj_logist.m (617, 2005-11-28)
additional\deriv_cum_logist.m (490, 2005-11-30)
additional\deriv_multinom_logist.m (548, 2005-11-28)
additional\dummycode.m (599, 2005-03-16)
additional\infocrit.m (206, 2001-08-03)
additional\multinom_logistic.m (425, 2005-05-09)
additional\multinom_logit.m (679, 2006-01-12)
additional\multinornd.m (488, 2005-04-21)
additional\randvector.m (412, 2005-05-11)
BNL manual.pdf (141281, 2006-11-27)
constructbnt (0, 2006-11-27)
constructbnt\franks_from_BNT.m (3561, 2006-08-23)
constructbnt\franks_mk_adj_mat.m (1448, 2005-03-24)
constructbnt\inv_order.m (132, 2005-03-10)
constructbnt\link_pot_to_CPT.m (707, 2005-10-19)
designmatrices (0, 2006-11-27)
designmatrices\check_order.m (1242, 2006-08-30)
designmatrices\construct_design_mats.m (3296, 2006-08-24)
designmatrices\construct_lin_pred.m (2213, 2005-11-24)
designmatrices\construct_predmat.m (1196, 2006-08-30)
designmatrices\cov_into_design.m (1688, 2006-08-31)
designmatrices\define_lin_pred_struct_cov_default.m (400, 2006-08-30)
designmatrices\define_lin_pred_struct_cov_main.m (396, 2006-08-30)
designmatrices\define_lin_pred_struct_main.asv (1717, 2006-09-07)
designmatrices\define_lin_pred_struct_main.m (1698, 2006-09-18)
designmatrices\define_lin_pred_struct_sat.m (1609, 2006-09-18)
estimation (0, 2006-11-27)
estimation\compute_JPTs.m (483, 2005-03-25)
estimation\compute_suff_stats.m (1133, 2005-10-17)
estimation\compute_suff_stats_ind.m (1114, 2005-10-17)
estimation\construct_bigCPTs.m (2900, 2006-02-03)
estimation\construct_equiv_class_CPT.m (1229, 2005-12-01)
estimation\construct_sCPT.m (748, 2005-10-18)
estimation\EM_iteration.m (1460, 2006-07-07)
estimation\find_max_configs.asv (1893, 2006-09-19)
... ...
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