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By giving a detailed account of bootstrap methods and their properties for dependent data, this book provides illustrative numerical examples throughout. The book fills a gap in the literature covering research on re-sampling methods for dependent data that has witnessed vigorous growth over the last two decades but remains scattered in various statistics and econometrics journals. It can be used as a graduate level text and also as a research monograph for statisticians and econometricians.
This is a graduate level textbook on measure theory and probability theory. The book can be used as a text for a two semester sequence of courses in measure theory and probability theory, with an option to include supplemental material on stochastic processes and special topics. It is intended primarily for first year Ph.D. students in mathematics and statistics although mathematically advanced students from engineering and economics would also find the book useful. Prerequisites are kept to the minimal level of an understanding of basic real analysis concepts such as limits, continuity, differentiability, Riemann integration, and convergence of sequences and series. A review of this materia...
During the last two decades, many areas of statistical inference have experienced phenomenal growth. This book presents a timely analysis and overview of some of these new developments and a contemporary outlook on the various frontiers of statistics.Eminent leaders in the field have contributed 16 review articles and 6 research articles covering areas including semi-parametric models, data analytical nonparametric methods, statistical learning, network tomography, longitudinal data analysis, financial econometrics, time series, bootstrap and other re-sampling methodologies, statistical computing, generalized nonlinear regression and mixed effects models, martingale transform tests for model diagnostics, robust multivariate analysis, single index models and wavelets.This volume is dedicated to Prof. Peter J Bickel in honor of his 65th birthday. The first article of this volume summarizes some of Prof. Bickel's distinguished contributions.
This new edition continues to serve as a comprehensive guide to modern and classical methods of statistical computing. The book is comprised of four main parts spanning the field: Optimization Integration and Simulation Bootstrapping Density Estimation and Smoothing Within these sections,each chapter includes a comprehensive introduction and step-by-step implementation summaries to accompany the explanations of key methods. The new edition includes updated coverage and existing topics as well as new topics such as adaptive MCMC and bootstrapping for correlated data. The book website now includes comprehensive R code for the entire book. There are extensive exercises, real examples, and helpful insights about how to use the methods in practice.
A MOST ANTICIPATED BOOK OF FALL 2021 Following the international success of Ties and the National Book Award-shortlisted Trick, Domenico Starnone gives readers another searing portrait of human relationships and human folly. Pietro and Teresa’s love affair is tempestuous and passionate. After yet another terrible argument, she gets an idea: they should tell each other something they’ve never told another person, something they’re too ashamed to tell anyone. They will hear the other’s confessions without judgment and with love in their hearts. In this way, Teresa thinks, they will remain united forever, more intimately connected than ever. A few days after sharing their shameful secre...
In the third century BCE, Ashoka ruled an empire encompassing much of modern-day India, Pakistan, Afghanistan, and Bangladesh. During his reign, Buddhism proliferated across the South Asian subcontinent, and future generations of Asians came to see him as the ideal Buddhist king. Disentangling the threads of Ashoka’s life from the knot of legend that surrounds it, Nayanjot Lahiri presents a vivid biography of this extraordinary Indian emperor and deepens our understanding of a legacy that extends beyond the bounds of Ashoka’s lifetime and dominion. At the center of Lahiri’s account is the complex personality of the Maurya dynasty’s third emperor—a strikingly contemplative monarch, ...
"A series of reflections on the author's experiences learning a new language and living abroad, in a dual-language edition"--
Navigating between the Indian traditions they've inherited and a baffling new world, the characters in Lahiri's elegant, touching stories seek love beyond the barriers of culture and generations.
Imagine a duel. A face-off between a man and a boy. The same blood runs through their veins. One, Daniele Mallarico, is a successful illustrator at the peak of his career. The other, Mario, is his four-year-old grandson who has barely learned to talk but has a few tricks up his loose-fitting sleeves all the same. The older combatant has lived for years in almost complete solitude. The younger one has been dumped with a grandfather he barely knows for 72 hours. Starnone’s sharp novella unfolds within the four walls (and a balcony!) of the apartment where the grandfather grew up, now the home of his daughter and her family, where the rage of an aging man meets optimism incarnate in the shape of a four-year-old child. Lurking, ever present in the conflict, is the memory of Naples, a wily, violent, and passionate city where the old man spent his youth and whose influence is not easily shaken.
'Rich. . . eclectic. . . a feast' Telegraph This landmark collection brings together forty writers that reflect over a hundred years of Italy's vibrant and diverse short story tradition, from the birth of the modern nation to the end of the twentieth century. Poets, journalists, visual artists, musicians, editors, critics, teachers, scientists, politicians, translators: the writers that inhabit these pages represent a dynamic cross section of Italian society, their powerful voices resonating through regional landscapes, private passions and dramatic political events. This wide-ranging selection curated by Jhumpa Lahiri includes well known authors such as Italo Calvino, Elsa Morante and Luigi Pirandello alongside many captivating new discoveries. More than a third of the stories featured in this volume have been translated into English for the first time, several of them by Lahiri herself.