Statistical Modelling

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50(top 10%)

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Top Articles

#	Title	Journal	Year	Citations
1	Regression analysis of variates observed on (0, 1): percentages, proportions and fractions	Statistical Modelling	2003	360
2	Smoothing and forecasting mortality rates	Statistical Modelling	2004	322
3	Random effect models for repeated measures of zero-inflated count data	Statistical Modelling	2005	296
4	Multiple membership multiple classification (MMMC) models	Statistical Modelling	2001	216
5	Multiple membership multiple classification (MMMC) models	Statistical Modelling	2001	180
6	Bayesian-multiplicative treatment of count zeros in compositional data sets	Statistical Modelling	2015	175
7	Maximum likelihood estimation of mixed C-vines with application to exchange rates	Statistical Modelling	2012	163
8	A statistical framework for the analysis of multivariate infectious disease surveillance counts	Statistical Modelling	2005	156
9	Bayesian analysis of extreme events with threshold estimation	Statistical Modelling	2004	151
10	Multiresolution models for nonstationary spatial covariance functions	Statistical Modelling	2002	143
11	Using the Box-Cox t distribution in GAMLSS to model skewness and kurtosis	Statistical Modelling	2006	143
12	Multilevel models with multivariate mixed response types	Statistical Modelling	2009	128
13	Thinning-based models in the analysis of integer-valued time series: a review	Statistical Modelling	2015	116
14	Reduced-rank vector generalized linear models	Statistical Modelling	2003	113
15	A bivariate INAR(1) process with application	Statistical Modelling	2011	113
16	Flexible smoothing with P-splines: a unified approach	Statistical Modelling	2002	112
17	A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use	Statistical Modelling	2010	111
18	Multinomial logit random effects models	Statistical Modelling	2001	108
19	Marginal models for zero inflated clustered data	Statistical Modelling	2004	107
20	Variational Bayesian inference and complexity control for stochastic block models	Statistical Modelling	2012	107
21	Smoothing the Lee–Carter and Poisson log-bilinear models for mortality forecasting	Statistical Modelling	2007	103
22	Multinomial logit random effects models	Statistical Modelling	2001	100
23	A general multilevel multistate competing risks model for event history data, with an application to a study of contraceptive use dynamics	Statistical Modelling	2004	99
24	Tutorial on methods for interval-censored data and their implementation in R	Statistical Modelling	2009	96
25	Beyond mean regression	Statistical Modelling	2013	96
26	Bayesian adaptive Lasso quantile regression	Statistical Modelling	2012	95
27	Negative binomial loglinear mixed models	Statistical Modelling	2003	94
28	Mixture of linear mixed models for clustering gene expression profiles from repeated microarray experiments	Statistical Modelling	2005	93
29	Quantile regression: A short story on how and why	Statistical Modelling	2018	87
30	A review on linear mixed models for longitudinal data, possibly subject to dropout	Statistical Modelling	2001	86
31	Expectile and quantile regression—David and Goliath?	Statistical Modelling	2015	80
32	A general framework for functional regression modelling	Statistical Modelling	2017	79
33	GAMLSS: A distributional regression approach	Statistical Modelling	2018	79
34	A multivariate generalized linear mixed model for joint modelling of clustered outcomes in the exponential family	Statistical Modelling	2001	77
35	A kernel-based spectral model for non-Gaussian spatio-temporal processes	Statistical Modelling	2002	74
36	An empirical model for underdispersed count data	Statistical Modelling	2004	74
37	A fast and efficient implementation of qualitatively constrained quantile smoothing splines	Statistical Modelling	2007	72
38	A paired comparison approach for the analysis of sets of Likert-scale responses	Statistical Modelling	2007	71
39	Segmented mixed models with random changepoints: a maximum likelihood approach with application to treatment for depression study	Statistical Modelling	2014	70
40	Heteroscedastic factor mixture analysis	Statistical Modelling	2010	66
41	P-spline ANOVA-type interaction models for spatio-temporal smoothing	Statistical Modelling	2011	65
42	Point and interval estimation of the population size using the truncated Poisson regression model	Statistical Modelling	2003	64
43	Integrated risk modelling	Statistical Modelling	2004	64
44	Correcting for covariate measurement error in logistic regression using nonparametric maximum likelihood estimation	Statistical Modelling	2003	63
45	Birnbaum–Saunders statistical modelling: a new approach	Statistical Modelling	2014	62
46	Mean-parametrized Conway–Maxwell–Poisson regression models for dispersed counts	Statistical Modelling	2017	61
47	Generalization of the Weibull distribution: the odd Weibull family	Statistical Modelling	2006	59
48	Bayesian semiparametric additive quantile regression	Statistical Modelling	2013	58
49	Joint modelling of location and scale parameters of the t distribution	Statistical Modelling	2004	56
50	Estimation of stable CARMA models with an application to electricity spot prices	Statistical Modelling	2011	56

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