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We define and investigate classes of statistical models for the analysis of associations between variables, some of which are qualitative and some quantitative. In the cases where only one kind of variables is present, the models are well-known models for either contingency tables or covariance...
Persistent link: https://www.econbiz.de/10009441395
, the conventional model of regression and the bivariateGARCH BEKK model that considers the conditional correlations of the …
Persistent link: https://www.econbiz.de/10009445673
as the only viable approach to price them, and this is the focus of our work. We propose a new regression-based Monte … properties of the least-squares regression estimators. The resulting expression is easy to evaluate, and is applicable to any …
Persistent link: https://www.econbiz.de/10009447254
A mixture model incorporating long-term survivors has been adopted in the field of biostatistics where some individuals may never experience the failure event under study. The surviving fractions may be considered as cured. In most applications, the survival times are assumed to be independent....
Persistent link: https://www.econbiz.de/10009448034
Two recent examples of data from statistical consulting work form the basis of this paper. Both data sets arose from situations where temporal decay was expected, and different models for this are discussed, in particular, variants on simple exponential decay: hyperexponential (or mixed...
Persistent link: https://www.econbiz.de/10009448323
Subsequent to the influential paper of [Chan, K.C., Karolyi, G.A., Longstaff, F.A., Sanders, A.B., 1992. An empirical comparison of alternative models of the short-term interest rate. Journal of Finance 47, 1209-1227], the generalised method of moments (GMM) has been a popular technique for...
Persistent link: https://www.econbiz.de/10009448412
estimation. We focus on regression and analogy techniques as these are commonly used. METHOD – we conducted an exhaustive search … inconsistent pattern from 20 different studies comparing regression and analogy is somewhat disturbing. It suggests that we need to …
Persistent link: https://www.econbiz.de/10009465538
rewarded more. Second, the lagged regression analysis was used to explore the cause-effect relationship between spending and … correlation between them, and it also provided estimated parameters in the regression models. Last, the current rewards scheme was …
Persistent link: https://www.econbiz.de/10009466145
Starting with a carefully formulated Dirichlet process (DP) mixture model, we derive a generalized product partition model (GPPM) in which the partition process is predictor-dependent. The GPPM generalizes DP clustering to relax the exchangeability assumption through the incorporation of...
Persistent link: https://www.econbiz.de/10009475421
A mixed model of regression with error components is proposed as one of possible interest for combining cross section … theoretical results obtained, as well as ease of computation, tend to support traditional covariance estimators of the regression … care in combining data from alternative sources in regression analysis. …
Persistent link: https://www.econbiz.de/10009475492