The Naive Bayes technique can be used for binary classification, for example predicting if a person is male or female based on predictors such as age, height, weight, and so on), or for multiclass ...

1 Introduction: Consequences of Numerical Inaccuracy 1 -- 1.1 Importance of Understanding Computational Statistics 1 -- 1.2 Brief History: Duhem to the Twenty-First Century 3 -- 1.3 Motivating Example ...

SIAM Journal on Numerical Analysis, Vol. 48, No. 1 (2010), pp. 322-345 (24 pages) Inverse problems are often ill posed, with solutions that depend sensitively on data. In any numerical approach to the ...

Journal of the Royal Statistical Society. Series D (The Statistician), Vol. 40, No. 4 (1991), pp. 365-372 (8 pages) A numerical approach to Bayesian prediction for the two-parameter Weibull ...

Parameter estimation in differential equation models is a critical endeavour in the mathematical modelling of dynamic systems. Such models, represented by ordinary differential equations (ODEs), ...