Search Results - "Journal of statistical computation and simulation"

Variance Inflation Factor and Condition Number in multiple linear regression by Salmerón, R., García, C. B., García, J.

“…The Variance Inflation Factor and the Condition Number are measures traditionally applied to detect the presence of collinearity in a multiple linear model…”
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Comparisons of various types of normality tests by Yap, B. W., Sim, C. H.

“…Normality tests can be classified into tests based on chi-squared, moments, empirical distribution, spacings, regression and correlation and other special…”
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Approximate leave-future-out cross-validation for Bayesian time series models by Bürkner, Paul-Christian, Gabry, Jonah, Vehtari, Aki

“…One of the common goals of time series analysis is to use the observed series to inform predictions for future observations. In the absence of any actual new…”
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Gibbs sampling methods for Bayesian quantile regression by Kozumi, Hideo, Kobayashi, Genya

“…This paper considers quantile regression models using an asymmetric Laplace distribution from a Bayesian point of view. We develop a simple and efficient Gibbs…”
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A new family of generalized distributions by Cordeiro, Gauss M., de Castro, Mário

“…Kumaraswamy [Generalized probability density-function for double-bounded random-processes, J. Hydrol. 462 (1980), pp. 79-88] introduced a distribution for…”
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Generating missing values for simulation purposes: a multivariate amputation procedure by Schouten, Rianne Margaretha, Lugtig, Peter, Vink, Gerko

“…Missing data form a ubiquitous problem in scientific research, especially since most statistical analyses require complete data. To evaluate the performance of…”
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On some beta ridge regression estimators: method, simulation and application by Qasim, Muhammad, Månsson, Kristofer, Golam Kibria, B. M.

“…The classic statistical method for modelling the rates and proportions is the beta regression model (BRM). The standard maximum likelihood estimator (MLE) is…”
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Testing with a nuisance parameter present only under the alternative: a score-based approach with application to segmented modelling by Muggeo, Vito M. R.

“…We introduce a score-type statistic to test for a non-zero regression coefficient when the relevant term involves a nuisance parameter present only under the…”
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Global sensitivity analysis with dependence measures by Da Veiga, Sebastien

“…Global sensitivity analysis with variance-based measures suffers from several theoretical and practical limitations, since they focus only on the variance of…”
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Shapiro-Wilk test for skew normal distributions based on data transformations by González-Estrada, Elizabeth, Cosmes, Waldenia

“…A probability property that connects the skew normal (SN) distribution with the normal distribution is used for proposing a goodness-of-fit test for the…”
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A lack-of-fit test for parametric zero-inflated Poisson models by Li, Chin-Shang

“…Count data often contain many zeros. In parametric regression analysis of zero-inflated count data, the effect of a covariate of interest is typically modelled…”
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The generalized odd log-logistic family of distributions: properties, regression models and applications by Cordeiro, Gauss Moutinho, Alizadeh, Morad, Ozel, Gamze, Hosseini, Bistoon, Ortega, Edwin Moises Marcos, Altun, Emrah

“…We propose a new class of continuous distributions with two extra shape parameters named the generalized odd log-logistic family of distributions. The proposed…”
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The Topp-Leone odd log-logistic family of distributions by Brito, E., Cordeiro, G. M., Yousof, H. M., Alizadeh, M., Silva, G. O.

“…We introduce a new class of continuous distributions named the Topp-Leone odd log-logistic family, which extends the one-parameter distribution pioneered by…”
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Mixed-effects random forest for clustered data by Hajjem, Ahlem, Bellavance, François, Larocque, Denis

“…This paper presents an extension of the random forest (RF) method to the case of clustered data. The proposed 'mixed-effects random forest' (MERF) is…”
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The Burr XII System of densities: properties, regression model and applications by Cordeiro, Gauss M., Yousof, Haitham M., Ramires, Thiago G., Ortega, Edwin M. M.

“…We introduce a new class of distributions called the Burr XII system of densities with two extra positive parameters. We provide a comprehensive treatment of…”
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Robust Dawoud-Kibria estimator for handling multicollinearity and outliers in the linear regression model by Dawoud, Issam, Abonazel, Mohamed R.

“…In the linear regression model, least-squares (LS) estimator is usually used for estimating regression parameters. LS is an unreliable and unfavourable…”
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On the reliability estimation of multicomponent stress-strength model for Burr XII distribution using progressively first-failure censored samples by Saini, Shubham, Tomer, Sachin, Garg, Renu

“…In this article, we consider the classical and Bayesian estimation of the multicomponent stress-strength reliability (MSSR) for the Burr XII distribution based…”
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On the automatic selection of the tuning parameter appearing in certain families of goodness-of-fit tests by Tenreiro, Carlos

“…The situation, common in the current literature, is that of a whole family of location-scale/scale invariant test statistics, indexed by a parameter , is…”
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Some parsimonious models for lifetimes and applications by Kavya, P., Manoharan, M.

“…The principle of parsimonious modelling of lifetimes has regained its importance recently. The value of stochastic modelling in dealing with the inevitable…”
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The gamma-exponentiated exponential distribution by Ristić, Miroslav M., Balakrishnan, Narayanaswamy

“…In this paper, we introduce a new distribution generated by gamma random variables. We show that this distribution includes as a special case the distribution…”
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