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Spatial Data Science
Spatial Data Science introduces fundamental aspects of spatial data that every data scientist should know before they start working with spatial data. These aspects include how geometries are represented, coordinate reference systems (projections, datums), the fact that the Earth is round and its consequences for analysis, and how attributes of geometries can relate to geometries. In the second part of the book, these concepts are illustrated with data science examples using the R language. In the third part, statistical modelling approaches are demonstrated using real world data examples. After reading this book, the reader will be well equipped to avoid a number of major spatial data analy...
Population Genomics
Population genomics has revolutionized various disciplines of biology including population, evolutionary, ecological and conservation genetics, plant and animal breeding, human health, medicine and pharmacology by allowing to address novel and long-standing questions with unprecedented power and accuracy. It employs large-scale or genome-wide genetic information and bioinformatics to address various fundamental and applied aspects in biology and related disciplines, and provides a comprehensive genome-wide perspective and new insights that were not possible before. These advances have become possible due to the development of new and low-cost sequencing and genotyping technologies and novel ...
Data Analysis Using Hierarchical Generalized Linear Models with R
Since their introduction, hierarchical generalized linear models (HGLMs) have proven useful in various fields by allowing random effects in regression models. Interest in the topic has grown, and various practical analytical tools have been developed. This book summarizes developments within the field and, using data examples, illustrates how to analyse various kinds of data using R. It provides a likelihood approach to advanced statistical modelling including generalized linear models with random effects, survival analysis and frailty models, multivariate HGLMs, factor and structural equation models, robust modelling of random effects, models including penalty and variable selection and hypothesis testing. This example-driven book is aimed primarily at researchers and graduate students, who wish to perform data modelling beyond the frequentist framework, and especially for those searching for a bridge between Bayesian and frequentist statistics.
Genes, Environments and Interactions
Genetic effects are the core concepts from which quantitative genetics and the evolutionary synthesis emerged. The groundbreaking theory of genetic effects was first proposed over a century ago. This book revises that theory, both conceptually and mathematically, and brings it up-to-date. The theory here compiled is supplemented with non-previously-published developments covering the broadest spectrum of simultaneously multiallelic and multilocus architectures with autosomal and sex-linked loci Arbitrary interactions (dominance, gene-gene, gene-environment, gene-sex, and parent-of-origin interactions) are accounted for Both effects of allele substitutions from the reference of individual gen...
Philosophies, Puzzles and Paradoxes
Unlike mathematics, statistics deals with real-world data and involves a higher degree of subjectivity due to the role of interpretation. Interpretation is shaped by context as well as the knowledge, preferences, assumptions and preconceptions of the interpreter, leading to a variety of interpretations of concepts as well as results. Philosophies, Puzzles and Paradoxes: A Statistician’s Search for Truth thoroughly examines the distinct philosophical approaches to statistics – Bayesian, frequentist and likelihood – arising from different interpretations of probability and uncertainty. These differences are highlighted through numerous puzzles and paradoxes and illuminated by extensive d...
Sources and Methods in Indigenous Studies
Sources and Methods in Indigenous Studies is a synthesis of changes and innovations in methodologies in Indigenous Studies, focusing on sources over a broad chronological and geographical range. Written by a group of highly respected Indigenous Studies scholars from across an array of disciplines, this collection offers insight into the methodological approaches contributors take to research, and how these methods have developed in recent years. The book has a two-part structure that looks, firstly, at the theoretical and disciplinary movement of Indigenous Studies within history, literature, anthropology, and the social sciences. Chapters in this section reveal that, while engaging with oth...
Social Work, Young Migrants and the Act of Listening
This book is about 20 young unaccompanied refugees who have sought refuge in Europe and how they experience and try to navigate their new situations, including their contacts with social workers, friends and family members left behind. The book contains stories of powerlessness and frustration from being held under suspicion, from meeting authorities and abstract people of power from "the system," or from constantly being categorized in a static category of "the unaccompanied child." It contains stories of human meetings characterized by thoughtfulness, reciprocity and listening. This book also explores the experiences of meeting social workers as a young migrant in Sweden. The narratives de...
Domestication in Action
Reindeer have been an integral part of the lives of people in Northern Fennoscandia in prehistoric and historic times. Today, reindeer herding practices are changing fast due to climate change, land use pressures and new technologies. This book outlines recent advances in the archaeology of reindeer domestication and development of reindeer herding among the Sámi of Northern Fennoscandia, focusing especially on the identification and understanding of various reindeer herding tasks and practices through archaeological evidence and traditional knowledge of reindeer herders. Covering more than a thousand years of history of reindeer herding, the book explores how reindeer herding practices hav...
Proceedings of 12th World Congress on Genetics Applied to Livestock Production (WCGALP)
The proceedings of the 12th World Congress on Genetics Applied to Livestock Production provide you with 816 papers representing the leading research in livestock genetics around the globe. This book covers all aspects of genetics applied to livestock production in 44 sections. Next to the exciting plenary speakers, and the recurrent technical and species orientated sections, there are sections focusing on specific challenges for animal breeding. For instance, large-scale phenotyping of individual animals, use of whole genome sequence data and improving genomic prediction, and sessions on the contribution that genetics can make to societal challenges, like animal welfare, climate change, biodiversity, or control of infectious diseases.
