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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 R’, [Stasinopoulos et al., 2017], which focused on the GAMLSS model and software. GAMLSS (the Generalized Additive Model for Location, Scale, and Shape, [Rigby and Stasinopoulos, 2005]), is a regression framework in which the response variable can have any parametric distribution and all the distribution parameters can be modelled as linear or smooth functions of explanatory variables. The current book focuses on distributions and their application. Key features: Describes over 100 distributions, (implemented in the GAMLSS packages in R), including continuous, discrete and mixed distributions. Comprehensive summary tables of the properties of the distributions. Discusses properties of distributions, including skewness, kurtosis, robustness and an important classification of tail heaviness. Includes mixed distributions which are continuous distributions with additional specific values with point probabilities. Includes many real data examples, with R code integrated in the text for ease of understanding and replication. Supplemented by the gamlss website. This book will be useful for applied statisticians and data scientists in selecting a distribution for a univariate response variable and modelling its dependence on explanatory variables, and to those interested in the properties of distributions.

The exciting world of professional soccer comes to life in this compelling sequel toGOAL! The Dream Begins. Young soccer player Santiago Munez has come a long way from the barrios of Los Angeles. He has become one of Newcastle United's most outstanding players. He is so good, in fact, that he is recruited for one of the world's best teams, Real Madrid. So Santiago leaves dreary northern England for the sunny shores of Spain. As part of Real Madrid, he is no longer just a soccer player--he's also a celebrity. He can now afford fast cars, a fancy house, and practically anything else he's ever dreamed of. But these luxuries come with a price: He is constantly swarmed by paparazzi. And while Santiago travels the world with the team, his fiancee, Roz, is left behind most of the time, uneasy about his fast-paced new lifestyle. Santiago struggles to keep his balance, but when someone from his past unexpectedly resurfaces in Madrid, his charmed life begins to crumble. Will Santiago be able to keep playing great soccer while dealing with the pressures--and temptations--of fame?

After his failed escape to England across the Pyrenees, Paul Hansen is living, once again, in France. While the Germans blitz London and other major cities, Paul is getting more and more restless. Though he's part of the resistance movement, the past six months have been quiet. Then one night, like phantoms, they arrive by parachute: six men from the German Brandenburg Regiment, a special force of elite soldiers. Do they have information about Paul's father, who was mysteriously shot in London? Is Paul their target now?

Driving Your Company's Value: Strategic Benchmarking for Value is astep-by-step book presenting a valuation-oriented methodology thathelps companies maximize shareholder value. It offers clear,concise, and concrete methods for management to create and preservevalue, complete with case study applications. In an easy-to-readformat, it brings together the aspects of the Financial AccountingStandards Boards' new performance measurements, the balancedscorecard, and the new guidelines on fraud detection and ExtensibleBusiness Reporting Language (XBRL). * Identifies the critical decisions that most effectuate growth andvalue. * Covers the easy and reliable ways to monitor value of anentity. * Demonstrates how management can apportion and allocate resourcesto achieve the highest value.

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, discrete or mixed) distribution which might be heavy- or light-tailed, and positively or negatively skewed. In addition, all the parameters of the distribution (location, scale, shape) can be modelled as linear or smooth functions of explanatory variables. Key Features: Provides a broad overview of flexible regression and smoothing techniques to learn from data whilst also focusing on the practical application of methodology using GAMLSS software in R. Includes a comprehensive collection of real data examples, which reflect the range of problems addressed by GAMLSS models and provide a practical illustration of the process of using flexible GAMLSS models for statistical learning. R code integrated into the text for ease of understanding and replication. Supplemented by a website with code, data and extra materials. This book aims to help readers understand how to learn from data encountered in many fields. It will be useful for practitioners and researchers who wish to understand and use the GAMLSS models to learn from data and also for students who wish to learn GAMLSS through practical examples.

Santiago, un joven mexicano-americano, realiza su sueño de jugar al fútbol profesional después de que un encuentro por casualidad en Los Ángeles resulta en un viaje a Inglaterra para ponerse a prueba para el equipo Newcastle United.

Opportunities in Veterinary Medicine Careers offers job seekers essential information about a variety of careers in the field of veterinary medicine. The book includes training and education requirements, salary statistics, and professional and Internet resources.

A thought-provoking reassessment of religious faith and progressive politics from an author whose “wonderful writing is both a surprise and a relief” (Naomi Klein). In All My Bones Shake, author and political activist Robert Jensen sheds light on the spiritual unrest at the root of our nation’s current political, economic, cultural, and ecological chaos. While popular media has reduced the issue of faith to a talking-heads debate between atheists and believers, Jensen shows the conflict to be far more complex. While fundamentalists on both sides have fought to an intellectual standstill and moderates seem content to ignore the battle, Jensen pushes for a progressive approach to theological questions, offering a path of faith that doesn’t negate the modern scientific world or threaten the rights of marginalized people. More than a simple study of the religious debate in America, All My Bones Shake marks a new communion: a way to use theology to create a sustainable society and meet the uncertainty of our lives with confidence.