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Model-Based Clustering and Classification for Data Science
Colorful example-rich introduction to the state-of-the-art for students in data science, as well as researchers and practitioners.
Statistics in the 21st Century
This volume discusses an important area of statistics and highlights the most important statistical advances. It is divided into four sections: statistics in the life and medical sciences, business and social science, the physical sciences and engineering, and theory and methods of statistics.
Applied Latent Class Analysis
Applied Latent Class Analysis introduces several innovations in latent class analysis to a wider audience of researchers. Many of the world's leading innovators in the field of latent class analysis contributed essays to this volume, each presenting a key innovation to the basic latent class model and illustrating how it can prove useful in situations typically encountered in actual research.
Finite Mixture Models
An up-to-date, comprehensive account of major issues in finitemixture modeling This volume provides an up-to-date account of the theory andapplications of modeling via finite mixture distributions. With anemphasis on the applications of mixture models in both mainstreamanalysis and other areas such as unsupervised pattern recognition,speech recognition, and medical imaging, the book describes theformulations of the finite mixture approach, details itsmethodology, discusses aspects of its implementation, andillustrates its application in many common statisticalcontexts. Major issues discussed in this book include identifiabilityproblems, actual fitting of finite mixtures through use of the EM...
Mathematical Statistics and Limit Theorems
This Festschrift in honour of Paul Deheuvels’ 65th birthday compiles recent research results in the area between mathematical statistics and probability theory with a special emphasis on limit theorems. The book brings together contributions from invited international experts to provide an up-to-date survey of the field. Written in textbook style, this collection of original material addresses researchers, PhD and advanced Master students with a solid grasp of mathematical statistics and probability theory.
Comparative Policy Studies
In the first volume of its kind, a collection of top policy scholars combine empirical and methodological analysis in the field of comparative policy studies to provide compelling insights into the formulation, implementation and evaluation of policies across regional and national boundaries.
Inferential Network Analysis
Pioneering introduction of unprecedented breadth and scope to inferential and statistical methods for network analysis.
Model-Based Demography
Late in a career of more than sixty years, Thomas Burch, an internationally known social demographer, undertook a wide-ranging methodological critique of demography. This open access volume contains a selection of resulting papers, some previously unpublished, some published but not readily accessible [from past meetings of The International Union for the Scientific Study of Population and its research committees, or from other small conferences and seminars]. Rejecting the idea that demography is simply a branch of applied statistics, his work views it as an autonomous and complete scientific discipline. When viewed from the perspective of modern philosophy of science, specifically the sema...
101 Ways to Save Money on Your Tax - Legally! 2021 - 2022
101 WAYS TO SAVE MONEY ON YOUR TAX LEGALLY THIS BOOK IS YOUR FIRST TAX DEDUCTION! WHY PAY MORE TAX THAN YOU HAVE TO? 101 Ways to Save Money on Your Tax – Legally! 2021-22 is the only tax guide you will need this year. Whether you’re submitting online or through your tax professional, Adrian Raftery, aka Mr Taxman, takes you step-by-step through the changes in the May 2021 budget, including the latest updates to COVID-19 pandemic government relief measures, tips for cryptocurrency trading, tax obligations for crowdfunding as a business activity and the use of private ancillary funds. No matter what your age or income, this helpful guide offers tips for all taxpayers including: employees business owners students families superannuation fund members investors with interests in rental properties and share portfolios. With 101 Ways to Save Money on Your Tax – Legally! 2021-22, avoid the common mistakes that cost taxpayers every year, get answers to the most frequently asked questions and discover essential money-saving tax tips for the 2021-2022 tax year.
Getting Rich
Although basic facts about wealth inequality are no longer a mystery, we still know very little about who the wealthy are, how they got there, and what prevents other people from becoming rich. That is, we know very little about the process of wealth mobility. This book explores wealth by investigating some of the most basic questions about wealth mobility. How much mobility is there? Has the nature of mobility changed over time? Is entrepreneurship important? How much does inheritance matter? What other factors encourage or prevent wealth mobility, and how do these change over the course of a person's life?
