PThis second edition explains how to perform the statistical analysis of discrete data including categorical and count outcomes. It covers classic concepts and popular topics such as logistic regression models along with modern areas including models for zero-modified... Lees meer.

PThis book collects select contributions presented at the International Conference on Importance of Statistics in Global Emerging ISGES 2020 held at the Department of Mathematics and Statistics University of Pune Maharashtra India from 24 January 2020. It discusses re... Lees meer.

In this age of big data the number of features measured on a person or object can be large and might be larger than the number of observations. This book shows how the sparsity assumption allows us to tackle these problems and extract useful and reproducible patterns fr... Lees meer.

P This book introduces the mathematics of stochastic interest rate modeling and the pricing of related derivatives based on a step-by-step presentation of concepts with a focus on explicit calculations. The types of interest rates considered range from short rates to... Lees meer.

PThe theme of the meeting was Statistical Methods for the Analysis of Large Data-Sets. In recent years there has been increasing interest in this subject in fact a huge quantity of information is often available but standard statistical techniques are usually not well... Lees meer.