This is a book about statistical distributions, their properties, and their application to modelling the dependence of the location, scale, and shape of the distribution of a response variable on explanatory variables. It will be especially useful to applied statisticians and data scientists in a wide range of application areas, and also to those interested in the theoretical properties of distributions. This book follows the earlier book ‘Flexible Regression and Smoothing: Using GAMLSS in...

This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models (GLMs) and Generalized Additive Models (GAMs) to accommodate large complex datasets, which are increasingly prevalent.In particular, the GAMLSS statistical framework enables flexible regression and smoothing models to be fitted to the data. The GAMLSS model assumes that the response variable has any parametric (continuous, ...

Stephen Fry, Daniel Rigby and Tamsin Greig star in all three series of the poignant BBC Radio 4 comedy drama.Warhorses of Letters is the world's finest and best-loved equine, military, epistolary romance, comprising the newly-discovered love letters between two horses united by passion but cruelly divided by conflict.Set against the sweeping backdrop of the Napoleonic Wars, these twelve episodes introduce us to Copenhagen, the Duke of Wellington's frisky young racehorse, an...

Glenda Jackson stars in this award-winning BBC Radio series, inspired by literature's greatest ever whistleblower, Émile Zola, and his epic saga of the Rougon-Macquart family‘Unmissable’ Daily TelegraphFirst published between 1870 and 1893, Émile Zola’s 20-book cycle chronicling four generations of the Rougon-Macquarts was a shocking exposé of the decadence, degradation and moral decay of 19th-century France. It included s...