Nonlinear Time Series Analysis with R provides a practical guide to emerging empirical techniques allowing practitioners to diagnose whether highly fluctuating and random appearing data are most likely driven by random or deterministic dynamic forces. It joins the chorus of voices recommending 'getting to know your data' as an essential preliminary evidentiary step in modelling. Time series are often highly fluctuating with a random appearance. Observed volatility is commonly attributed to exogenous random shocks to stable real-world systems. However, breakthroughs in nonlinear dynamics raise another possibility: highly complex dynamics can emerge endogenously from astoundingly parsimonious deterministic nonlinear models. Nonlinear Time Series Analysis (NLTS) is a collection of empirical tools designed to aid practitioners detect whether stochastic or deterministic dynamics most likely drive observed complexity. Practitioners become 'data detectives' accumulating hard empirical evidence supporting their modelling approach. This book is targeted to professionals and graduate students in engineering and the biophysical and social sciences. Its major objectives are to help non-mathematicians — with limited knowledge of nonlinear dynamics — to become operational in NLTS; and in this way to pave the way for NLTS to be adopted in the conventional empirical toolbox and core coursework of the targeted disciplines. Consistent with modern trends in university instruction, the book makes readers active learners with hands-on computer experiments in R code directing them through NLTS methods and helping them understand the underlying logic (please see www.marco.bittelli.com). The computer code is explained in detail so that readers can adjust it for use in their own work. The book also provides readers with an explicit framework — condensed from sound empirical practices recommended in the literature — that details a step-by-step procedure for applying NLTS in real-world data diagnostics.
Nonlinear Time Series Analysis with R provides a practical guide to emerging empirical techniques allowing practitioners to diagnose whether highly fluctuating and random appearing data are most likely driven by random or deterministic dynamic forces. It joins the chorus of voices recommending 'getting to know your data' as an essential preliminary evidentiary step in modelling. Time series are often highly fluctuating with a random appearance. Observed volatility is commonly attributed to exogenous random shocks to stable real-world systems. However, breakthroughs in nonlinear dynamics raise another possibility: highly complex dynamics can emerge endogenously from astoundingly parsimonious deterministic nonlinear models. Nonlinear Time Series Analysis (NLTS) is a collection of empirical tools designed to aid practitioners detect whether stochastic or deterministic dynamics most likely drive observed complexity. Practitioners become 'data detectives' accumulating hard empirical evidence supporting their modelling approach. This book is targeted to professionals and graduate students in engineering and the biophysical and social sciences. Its major objectives are to help non-mathematicians — with limited knowledge of nonlinear dynamics — to become operational in NLTS; and in this way to pave the way for NLTS to be adopted in the conventional empirical toolbox and core coursework of the targeted disciplines. Consistent with modern trends in university instruction, the book makes readers active learners with hands-on computer experiments in R code directing them through NLTS methods and helping them understand the underlying logic (please see www.marco.bittelli.com). The computer code is explained in detail so that readers can adjust it for use in their own work. The book also provides readers with an explicit framework — condensed from sound empirical practices recommended in the literature — that details a step-by-step procedure for applying NLTS in real-world data diagnostics.
In Abnormal Psychology: Perspectives on Human Behavior and Experience Second Edition, William J. Ray brings together current perspectives concerning the manner in which the human mind, behavior, and experience can be understood. In addition to the traditional psychological literature, this book draws from work in the cognitive and affective neurosciences, epidemiology, ethology, and genetics. Ray's focus is on a unification and integration of the biopsychosocial understandings of human behavior within a broader consideration of human culture and language as it applies to abnormal psychology.
A new title in the Walking series, Walking: Salt Lake City is geared to first-time visitors to Salt Lake City--and to local residents. Both will enjoy the history and tales about places they thought they knew, and will be surprised to find walking destinations they may not have considered before. Each tour in the stylish, portable format touches on history, culture, and local architecture, plus insider recommendations on eateries, galleries, and nightlife. With clear maps depicting each walk, parking and public transit info, at-a-glance summaries and Points of Interest appendices, there's no better way to discover a city than on foot with a Walking guide. Walking Salt Lake City is a time-traveling guide to Salt Lake City's past and to its vibrant present. Written by Utah natives, it presents rambles of every kind. The 30+ tours explore the city's downtown, which is experiencing an invigorating renaissance; Temple Square, world headquarters of the Latter-Day Saints Church; Capitol Hill; character-filled neighborhoods like the Avenues and "15th and 15th"; and semi-rural surprises near and within the bustling city, from Memory Grove and City Creek Canyon, a stone's throw from metropolitan skyscrapers, to tucked-away and nearly forgotten Miller Bird Preserve and the appropriately named Hidden Hollow. While snow-capped mountains, famous canyon resorts, and the inland sea that gave the city its name invitingly beckon hikers, skiers, snowboarders, climbers, and day-trippers, Walking Salt Lake City unveils tempting reasons to enjoy the urban setting itself. Thoughtfully designed, the guide offers precise directions, easy to follow summaries, and tips about inviting eateries and shopping havens. Whether you are out for a heart-pumping workout or an evening stroll, filling an hour or a day, or count yourself a Utah visitor, a new resident or a lifelong local, this book is designed with you in mind.
The critically acclaimed laboratory standard for forty years, Methods in Enzymology is one of the most highly respected publications in the field of biochemistry. Since 1955, each volume has been eagerlyawaited, frequently consulted, and praised by researchers and reviewers alike. More than 250 volumes have been published (all of them still in print) and much of the material is relevant even today--truly an essential publication for researchers in all fields of life sciences. * Methods for: * DNA isolation and cloning* Synthesizing complementary DNA (cDNA)* Cleaving and manipulating DNA * Selecting useful reporter genes* Constructing vectors for cloning genes* Constructing expression vectors* Site-directed mutagenesis and gene disruption* Identifying and mapping genes* Transforming animal and plant cells* Sequencing DNA* Amplifying and manipulating DNA and PCR* Detecting DNA - protein interaction
The great nineteenth century French military thinker Ardant du Picq, argued that selfless courage is rooted in a higher moral purpose, and is found among “Elite Souls.” This is a book about five such “Elite Souls,” all highly decorated young West Point graduates and recipients of the USMA’s Ninninger Medal. Elite Souls outlines the importance of building and developing moral character in military leaders, while arguing that a rigorous academic education is also essential in creating young officers capable of the kind of creative and critical thinking necessary in the complicated wars of the twenty-first century. Dr. Raymond suggests that West Point’s servant-leader model is critical in fostering the kind of intense selflessness ideally seen between junior officers, their NCOs, and soldiers. Finally, Elite Souls makes the case that inspirational commanding officers are also key. In this book, Dr. Ray Raymond argues that each of the recipients of the Ninninger Award entered West Point primarily for moral reasons and that the Academy's rigorous academic, military, and developmental methods strengthened those values. West Point produced young military leaders who were exceptionally well-educated and trained to deal with the complex challenges of war in Iraq and Afghanistan in the early twenty first century.
From the Roman Praetorian Guard to the English shire-reeve to the U.S. marshals, lawmen have a long and varied history. At first, such groups were often corrupt, guilty of advancing a political agenda rather than protecting citizens. It was about the turn of the twentieth century that police officers as we know them came into being. At this time, a number of police reforms such as civil service and police unions were developed. Citizen committees were formed to oversee police function. About this same time, the technology of motion pictures was being advanced. Movies evolved from silent films with a limited budget and short running time to films with sound whose budget was ever rising and whose audience demanded longer, more complex story lines. From the infancy of moviemaking, lawmen of various types were popular subjects. Bounty hunters, sheriffs, private eyes, detectives and street officers--often portrayed by some of Hollywood's biggest names--have been depicted in every conceivable way. Compiled from a comprehensive examination of the material in question, this volume provides a critical-historical analysis of law enforcement in American cinema. From High Noon to The Empire Strikes Back, it examines the police in their many incarnations with emphasis on the ways in which lawmen are portrayed and how this portrayal changes over time. Each film discussed reveals something about society, subtly commenting on social conditions, racial issues and government interventions. Major historical events such as the Great Depression, World War II and the McCarthy trials find their way into many of these films. Significant film genres from science fiction to spaghetti western are represented. Films examined include Easy Street (1917), a nominal comedy starring Charlie Chaplin; Star Packer, a 1934 John Wayne film; The Maltese Falcon (1941) with Humphrey Bogart; Dirty Harry, a 1971 Clint Eastwood classic; Leslie Nielsen's spoof Naked Gun (1988); and 1993's Tombstone featuring Kurt Russell. The filmography contains a synopsis along with information on director, screenplay, starring actors and year of production. Photographs and an index are also included.
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