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Analyzing Financial and Economic Data with R, Perlin Marcelo S.


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Автор: Perlin Marcelo S.
Название:  Analyzing Financial and Economic Data with R
ISBN: 9781710627312
Издательство: Independently Published
Классификация: ISBN-10: 171062731X
Обложка/Формат: Paperback
Страницы: 494
Вес: 0.85 кг.
Дата издания: 08.02.2020
Язык: English
Размер: 254 x 178 x 25
Поставляется из: США
Описание:

This book introduces the reader to the use of R and RStudio as a platform for analyzing financial and economic data. The book covers all necessary knowledge for using R, from its installation in your computer to the organization and development of scripts. For every chapter, the book presents practical and replicable examples of R code, providing context and facilitating the learning process. This is what youll learn from this book:

Using R and RStudio: In chapter 01 we will discuss the use of R as a programming platform designed to solve data-related problems in finance and economics. In chapter 02 we will explore basic commands and many functionalities of R and RStudio that will increase your productivity.

Importing financial and economic data: In chapters 04 and 05 we will learn to import data from local files, such as an Excel spreadsheet, or the internet, using specialized packages that can download financial and economic data such as stock prices, economic indices, the US yield curve, corporate financial statements, and many others.

Cleaning, structuring and analyzing the data with R: In chapters 06 and 07 we will concentrate our study on the ecosystem of basic and advanced classes of objects within R. We will learn to manipulate objects such as numeric vectors, dates and whole tables. In chapters 08 and 09 well study to use the programming tools to solve data-related problems such as cleaning and structuring messy data. In chapter 11 we will learn applications of the most common econometric models used in finance and economics including linear regression, generalized linear model, Arima model and others.

Creating visual analysis of data: In chapter 10 well learn to use functions from package ggplot2 to create clever visualizations of our datasets, including the most popular applications in finance and economics, time series and statistical plots.

Reporting your results: In chapter 12 we will see how to report our data analysis using specialized packages and the RMarkdown technology. Includes the topic of presenting and exporting tables, figure and models to a written report.

Writing better and faster code: In the last chapter of the book we discuss best programming practices with R. We will look at how to profile code and search for bottlenecks, and improving execution time with caching strategies using package memoise, C++ code with Rcpp and parallel computing with furrr.

All the material used in the book, including code examples separated by chapters, slides and exercises is publicly available on the Internet and distributed with a R package called afedR. It includes data files and several functions that can make it easier to run the examples of the book. If you plan to write some code as you read the book, this package will greatly help your journey.

This book is recommended for researchers and students interested in learning how to use R. No prior knowledge of programming, finance or economics is required to take advantage of this book. After finishing, the reader will have enough knowledge to develop their own scripts autonomously, producing academic documents or data analysis for public and private institutions.



Family and Friends Readers 4: Changing Places

Автор: Hines, Alan; Baez, Marcelo
Название: Family and Friends Readers 4: Changing Places
ISBN: 019480271X ISBN-13(EAN): 9780194802710
Издательство: Oxford University Press
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Цена: 3480.00 T
Наличие на складе: Есть
Описание: Family and Friends is a seven-level primary course which offers you an exceptionally strong skills training programme covering language, phonics, and civic education.

Shaming the Constitution: The Detrimental Results of Sexual Violent Predator Legislation

Автор: Perlin Michael L., Cucolo Heather Ellis
Название: Shaming the Constitution: The Detrimental Results of Sexual Violent Predator Legislation
ISBN: 1439912920 ISBN-13(EAN): 9781439912928
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 31730.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Convicted sexually violent predators are more vilified, more subject to media misrepresentation, and more likely to be denied basic human rights than any other population. Shaming the Constitution authors Michael Perlin and Heather Cucolo question the intentions of sex offender laws, offering new approaches to this most complex (and controversial) area of law and social policy.

The authors assert that sex offender laws and policies are unconstitutional and counter-productive. The legislation largely fails to add to public safety—even ruining lives for what are, in some cases, trivial infractions. Shaming the Constitution draws on law, behavioral sciences, and other disciplines to show that many of the “solutions” to penalizing sexually violent predators are “wrong,” as they create the most repressive and useless laws.

In addition to tracing the history of sex offender laws, the authors address the case of Jesse Timmendequas, whose crime begat “Megan’s Law;” the media’s role in creating a “moral panic;” recidivism statistics and treatments, as well as international human rights laws. Ultimately, they call attention to the flaws in the system so we can find solutions that contribute to public safety in ways that do not mock Constitutional principles.


Автор: Frank Perlin
Название: City Intelligible: A Philosophical and Historical Anthropology of Global Commoditisation before Industrialisation
ISBN: 9004414916 ISBN-13(EAN): 9789004414914
Издательство: Brill
Цена: 195250.00 T
Наличие на складе: Нет в наличии.
Описание: City Intelligible seeks to integrate a transcendental philosophical anthropology of commoditisation before industrialisation with a social and cultural, thus empirical anthropology of commodity production and exchange that is global, thus inter-cultural. It treats commodification as a singular and privileged evidence of the universal status of human reasoning, and one that grounds the translational character of human exchange throughout the early centuries, and yet that simultaneously founds ubiquitous cultural differentiation. The book constitutes, therefore, a refutation of the predominant tendency in the humanities to represent cultural difference as inhibiting the very possibility of effective intercultural translation.
It treats the factors of economic history as forms of cultural expression, but determined, in their turn, by a continuum of complex societal formation from the very beginnings of intensive agricultural and social settlement. It seeks to derive evidence for the universal foundations of human reasoning through analysis of the culture of commoditisation in marrying a thoroughgoing Kantian analysis with the historical evidence, an approach aspiring to ground the very concept and possibility of a universal human cultural nature underlying all human differentiation.

Governance of Educational Trajectories in Europe: Pathways, Policy and Practice

Автор: Andreas Walther, Marcelo Parreira do Amaral, Moren
Название: Governance of Educational Trajectories in Europe: Pathways, Policy and Practice
ISBN: 1472589521 ISBN-13(EAN): 9781472589521
Издательство: Bloomsbury Academic
Рейтинг:
Цена: 137280.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Drawing on findings from a large EU-funded research project that took place over three years, this book analyses educational trajectories of young people in eight European countries: Finland, France, Germany, Italy, the Netherlands, Poland, Slovenia and the United Kingdom. Contributors explore interactions between structural and institutional contexts of educational trajectories, the individual meaning attached to education and the strategies adopted by young people to cope with its demands. The book also analyses the decision-making processes of individual students, placing them firmly within the social contexts of their families, local schools, national education systems and welfare states, as well as transnational policy contexts. In considering educational disadvantage, the book is based on primary, cross-national research with systematic analysis of the different themes addressed. As every chaptersis co-authored by two or three researchers, each based in a different country, the book goes beyond the usual country-based chapter design to provide an enriched insight into both comparative theory and research methods.

After Israel

Автор: Svirsky Marcelo
Название: After Israel
ISBN: 1780326122 ISBN-13(EAN): 9781780326122
Издательство: Little Brown
Рейтинг:
Цена: 24280.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A powerful debate on cultural transformation for Israel and Palestine.


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