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Statistical Inference via Convex Optimization - Arkadi Nemirovski - Bog - Princeton University Press - Plusbog.dk

Statistical Inference via Convex Optimization - Arkadi Nemirovski - Bog - Princeton University Press - Plusbog.dk

This authoritative book draws on the latest research to explore the interplay of high-dimensional statistics with optimization. Through an accessible analysis of fundamental problems of hypothesis testing and signal recovery, Anatoli Juditsky and Arkadi Nemirovski show how convex optimization theory can be used to devise and analyze near-optimal statistical inferences. Statistical Inference via Convex Optimization is an essential resource for optimization specialists who are new to statistics and its applications, and for data scientists who want to improve their optimization methods. Juditsky and Nemirovski provide the first systematic treatment of the statistical techniques that have arisen from advances in the theory of optimization. They focus on four well-known statistical problems—sparse recovery, hypothesis testing, and recovery from indirect observations of both signals and functions of signals—demonstrating how they can be solved more efficiently as convex optimization problems. The emphasis throughout is on achieving the best possible statistical performance. The construction of inference routines and the quantification of their statistical performance are given by efficient computation rather than by analytical derivation typical of more conventional statistical approaches. In addition to being computation-friendly, the methods described in this book enable practitioners to handle numerous situations too difficult for closed analytical form analysis, such as composite hypothesis testing and signal recovery in inverse problems. Statistical Inference via Convex Optimization features exercises with solutions along with extensive appendixes, making it ideal for use as a graduate text.

DKK 758.00
1

Dark Matter - David J. E. Marsh - Bog - Princeton University Press - Plusbog.dk

Dark Matter - David J. E. Marsh - Bog - Princeton University Press - Plusbog.dk

The Shaping of the Elizabethan Regime - Wallace T. Maccaffrey - Bog - Princeton University Press - Plusbog.dk

Italian Literary Icons - Gian Paolo Biasin - Bog - Princeton University Press - Plusbog.dk

Italian Literary Icons - Gian Paolo Biasin - Bog - Princeton University Press - Plusbog.dk

Statistics in Theory and Practice - Robert Lupton - Bog - Princeton University Press - Plusbog.dk

The Egypt of Nasser and Sadat - John Waterbury - Bog - Princeton University Press - Plusbog.dk

Probability and Statistics for Economists - Bruce Hansen - Bog - Princeton University Press - Plusbog.dk

Probability and Statistics for Economists - Bruce Hansen - Bog - Princeton University Press - Plusbog.dk

A comprehensive and up-to-date introduction to the mathematics that all economics students need to know Probability theory is the quantitative language used to handle uncertainty and is the foundation of modern statistics. Probability and Statistics for Economists provides graduate and PhD students with an essential introduction to mathematical probability and statistical theory, which are the basis of the methods used in econometrics. This incisive textbook teaches fundamental concepts, emphasizes modern, real-world applications, and gives students an intuitive understanding of the mathematics that every economist needs to know. - Covers probability and statistics with mathematical rigor while emphasizing intuitive explanations that are accessible to economics students of all backgrounds - Discusses random variables, parametric and multivariate distributions, sampling, the law of large numbers, central limit theory, maximum likelihood estimation, numerical optimization, hypothesis testing, and more - Features hundreds of exercises that enable students to learn by doing - Includes an in-depth appendix summarizing important mathematical results as well as a wealth of real-world examples - Can serve as a core textbook for a first-semester PhD course in econometrics and as a companion book to Bruce E. Hansen’s Econometrics - Also an invaluable reference for researchers and practitioners

DKK 517.00
1

In Hitler's Munich - Michael Brenner - Bog - Princeton University Press - Plusbog.dk

In Hitler's Munich - Michael Brenner - Bog - Princeton University Press - Plusbog.dk

From acclaimed historian Michael Brenner, a mesmerizing portrait of Munich in the early years of Hitler's quest for powerIn the aftermath of Germany's defeat in World War I and the failed November Revolution of 1918–19, the conservative government of Bavaria identified Jews with left-wing radicalism. Munich became a hotbed of right-wing extremism, with synagogues under attack and Jews physically assaulted in the streets. It was here that Adolf Hitler established the Nazi movement and developed his antisemitic ideas. Michael Brenner provides a gripping account of how Bavaria's capital city became the testing ground for Nazism and the Final Solution. In an electrifying narrative that takes readers from Hitler's return to Munich following the armistice to his calamitous Beer Hall Putsch in 1923, Brenner demonstrates why the city's transformation is crucial for understanding the Nazi era and the tragedy of the Holocaust. Brenner describes how Hitler and his followers terrorized Munich's Jews and were aided by politicians, judges, police, and ordinary residents. He shows how the city's Jews responded to the antisemitic backlash in many different ways—by declaring their loyalty to the state, by avoiding public life, or by abandoning the city altogether. Drawing on a wealth of previously unknown documents, In Hitler's Munich reveals the untold story of how a once-cosmopolitan city became, in the words of Thomas Mann, "the city of Hitler."

DKK 357.00
1

Time Counts - Ira Katznelson - Bog - Princeton University Press - Plusbog.dk

Time Counts - Ira Katznelson - Bog - Princeton University Press - Plusbog.dk

How to study the past using dataQuantitative Analysis for Historical Social Science advances historical research in the social sciences by bridging the divide between qualitative and quantitative analysis. Gregory Wawro and Ira Katznelson argue for an expansion of the standard quantitative methodological toolkit with a set of innovative approaches that better capture nuances missed by more commonly used statistical methods. Demonstrating how to employ such promising tools, Wawro and Katznelson address the criticisms made by prominent historians and historically oriented social scientists regarding the shortcomings of mainstream quantitative approaches for studying the past. Traditional statistical methods have been inadequate in addressing temporality, periodicity, specificity, and context—features central to good historical analysis. To address these shortcomings, Wawro and Katznelson argue for the application of alternative approaches that are particularly well-suited to incorporating these features in empirical investigations. The authors demonstrate the advantages of these techniques with replications of research that locate structural breaks and uncover temporal evolution. They develop new practices for testing claims about path dependence in time-series data, and they discuss the promise and perils of using historical approaches to enhance causal inference. Opening a dialogue among traditional qualitative scholars and applied quantitative social scientists focusing on history, Quantitative Analysis for Historical Social Science illustrates powerful ways to move historical social science research forward.

DKK 293.00
1

Time Counts - Ira Katznelson - Bog - Princeton University Press - Plusbog.dk

Time Counts - Ira Katznelson - Bog - Princeton University Press - Plusbog.dk

How to study the past using dataQuantitative Analysis for Historical Social Science advances historical research in the social sciences by bridging the divide between qualitative and quantitative analysis. Gregory Wawro and Ira Katznelson argue for an expansion of the standard quantitative methodological toolkit with a set of innovative approaches that better capture nuances missed by more commonly used statistical methods. Demonstrating how to employ such promising tools, Wawro and Katznelson address the criticisms made by prominent historians and historically oriented social scientists regarding the shortcomings of mainstream quantitative approaches for studying the past. Traditional statistical methods have been inadequate in addressing temporality, periodicity, specificity, and context—features central to good historical analysis. To address these shortcomings, Wawro and Katznelson argue for the application of alternative approaches that are particularly well-suited to incorporating these features in empirical investigations. The authors demonstrate the advantages of these techniques with replications of research that locate structural breaks and uncover temporal evolution. They develop new practices for testing claims about path dependence in time-series data, and they discuss the promise and perils of using historical approaches to enhance causal inference. Opening a dialogue among traditional qualitative scholars and applied quantitative social scientists focusing on history, Quantitative Analysis for Historical Social Science illustrates powerful ways to move historical social science research forward.

DKK 758.00
1

Hormones and Animal Social Behavior - Elizabeth Adkins Regan - Bog - Princeton University Press - Plusbog.dk

Hormones and Animal Social Behavior - Elizabeth Adkins Regan - Bog - Princeton University Press - Plusbog.dk

Research into the lives of animals in their natural environments has revealed a rich tapestry of complex social relationships and previously unsuspected social and mating systems. The evolution of this behavior is increasingly well understood. At the same time, laboratory scientists have made significant discoveries about how steroid and peptide hormones act on the nervous system to shape behavior. An exciting and rapidly progressing hybrid zone has developed in which these two fields are integrated, providing a fuller understanding of social behavior and the adaptive functions of hormones. This book is a guide to these fascinating connections between animal social behavior and steroid and peptide hormones--a synthesis designed to make it easier for graduate students and researchers to appreciate the excitement, engage in such integrative thinking, and understand the primary literature. Throughout, Elizabeth Adkins-Regan emphasizes concepts and principles, hypothesis testing, and critical thinking. She raises unanswered questions, providing an unparalleled source of ideas for future research. The chapter sequence is by levels of biological organization, beginning with the behavior and hormones of individuals, proceeding to social relationships and systems, and from there to development, behavioral evolution over relatively short time scales, life histories and their evolution, and finally evolution over longer time scales. The book features studies of a wide variety of wild and domestic vertebrates along with some of the most important invertebrate discoveries.

DKK 653.00
1

In Hitler's Munich - Michael Brenner - Bog - Princeton University Press - Plusbog.dk

In Hitler's Munich - Michael Brenner - Bog - Princeton University Press - Plusbog.dk

From acclaimed historian Michael Brenner, a mesmerizing portrait of Munich in the early years of Hitler's quest for powerIn the aftermath of Germany's defeat in World War I and the failed November Revolution of 1918–19, the conservative government of Bavaria identified Jews with left-wing radicalism. Munich became a hotbed of right-wing extremism, with synagogues under attack and Jews physically assaulted in the streets. It was here that Adolf Hitler established the Nazi movement and developed his antisemitic ideas. Michael Brenner provides a gripping account of how Bavaria's capital city became the testing ground for Nazism and the Final Solution. In an electrifying narrative that takes readers from Hitler's return to Munich following the armistice to his calamitous Beer Hall Putsch in 1923, Brenner demonstrates why the city's transformation is crucial for understanding the Nazi era and the tragedy of the Holocaust. Brenner describes how Hitler and his followers terrorized Munich's Jews and were aided by politicians, judges, police, and ordinary residents. He shows how the city's Jews responded to the antisemitic backlash in many different ways—by declaring their loyalty to the state, by avoiding public life, or by abandoning the city altogether. Drawing on a wealth of previously unknown documents, In Hitler's Munich reveals the untold story of how a once-cosmopolitan city became, in the words of Thomas Mann, "the city of Hitler."

DKK 228.00
1