Generalized Additive Models for Location, Scale and ShapeJournal of the Royal Statistical Society. Series C: Applied Statistics - Tập 54 Số 3 - Trang 507-554 - 2005
Robert A. Rigby, D. M. Stasinopoulos
SummaryA general class of statistical models for a univariate response variable is presented which we call the generalized additive model for location, scale and shape (GAMLSS). The model assumes independent observations of the response variable y given the parameters, the explanatory variables and the values of the random effects. The distribution for the response...... hiện toàn bộ
Radiocarbon Peat Chronologies and Environmental ChangeJournal of the Royal Statistical Society. Series C: Applied Statistics - Tập 54 Số 4 - Trang 805-816 - 2005
Maarten Blaauw, J. Andrés Christen
Summary
Raised bog peat deposits form important archives for reconstructing past changes in climate. Precise and reliable age models are of vital importance for interpreting such archives. We propose enhanced, Markov chain Monte Carlo based methods for obtaining age models from radiocarbon-dated peat cores, based on the assumption of piecewise linear...... hiện toàn bộ
Modelling Association Football Scores and Inefficiencies in the Football Betting MarketJournal of the Royal Statistical Society. Series C: Applied Statistics - Tập 46 Số 2 - Trang 265-280 - 1997
Mark Dixon, Stuart Coles
SUMMARY
A parametric model is developed and fitted to English league and cup football data from 1992 to 1995. The model is motivated by an aim to exploit potential inefficiencies in the association football betting market, and this is examined using bookmakers’ odds from 1995 to 1996. The technique is based on a Poisson regression model but is compli...... hiện toàn bộ
The Functional Latent Block Model for the Co-Clustering of Electricity Consumption CurvesJournal of the Royal Statistical Society. Series C: Applied Statistics - Tập 67 Số 4 - Trang 897-915 - 2018
Charles Bouveyron, Laurent Bozzi, Julien Jacques, François-Xavier Jollois
SummaryAs a consequence of recent policies for smart meter development, electricity operators nowadays can collect data on electricity consumption widely and with a high frequency. This is in particular so in France where the leading electricity company Électricité de France will be able soon to record the consumption of its 27 million clients remotely every 30 min...... hiện toàn bộ
A Multivariate Space–Time Model for Analysing County Level Heart Disease Death Rates by Race and SexJournal of the Royal Statistical Society. Series C: Applied Statistics - Tập 67 Số 1 - Trang 291-304 - 2018
Harrison Quick, Lance A. Waller, Michele Casper
SummaryAlthough death rates from heart disease have declined sharply over the past 50 years, the rate of decline varies by location, race and sex. Despite these declines, heart disease continues to be the leading cause of death in the USA. We propose a non-separable multivariate spatiotemporal Bayesian model to obtain a clearer picture of the temporally varying tre...... hiện toàn bộ