Seamless R and C++ Integration with Rcpp. Rcpp is an R addon package which facilitates extending R with C++ functions. It is being used for anything from small and quickly constructed addon functions written either to fluidly experiment with something new or to accelerate computing by replacing an R function with its C++ equivalent to … 
DATA MINING: Practical Machine Learning Tools and Techniques.
This book presents this new discipline in a very accessible form: as a text both to train the next generation of practitioners and researchers and to inform lifelong learners like myself. Witten and Frank have a passion for simple and elegant solutions. …

THE DATA WAREHOUSE ETL TOOLKIT: Practical Techniques for Extracting, Cleaning, Conforming, and Delivering Data.
The ExtractTransformLoad (ETL) system is the foundation of the data warehouse. A properly designed ETL system extracts data from the source systems, …

R IN ACTION: DATA ANALYSIS AND GRAPHICS WITH R
R is a wonderfully flexible platform and language for exploring, visualizing, and understanding data. I chose the quote from Alice in Wonderland to capture the flavor of statistical analysis today—an interactive process of exploration, …

MACHINE LEARNING WITH R
Machine learning, at its core, is concerned with algorithms that transform information into actionable intelligence. This fact makes machine learning wellsuited to the present day era of Big Data. Without machine learning, it would be nearly …

PRACTICAL DATA SCIENCE WITH R
This book is about data science: a field that uses results from statistics, machine learning, and computer science to create predictive models. Because of the broad nature of data science, it’s important to discuss it a bit and to outline …

MARKETING INSIGHTS FROM A TO Z (PhiliP KOTLER)
My 40year career in marketing has produced some knowledge and even a little wisdom. Reflecting on the state of the discipline, it occurred to me that it is time to revisit the basic concepts of marketing. …

MARKETING MANAGEMENT, MILLENNIUM EDITION (Philip KOTLER)
Change is occurring at an accelerating rate; today is not like yesterday, and tomorrow will be different from today. Continuing today’s strategy is risky; so is turning to a new strategy. Therefore, tomorrow’s successful companies will…

The ECONOMICS OF MONEY, BANKING, AND FINANCIAL MARKETS
I have continually strived to improve this textbook with each new edition, and the Seventh Edition of The Economics of Money, Banking, and Financial Markets is no exception. The text has undergone a major revision, but it retains the basic hallmarks that have made it the bestselling …

MANAGEMENT INFORMATION SYSTEMS 10e
Why study information systems? Why do businesses need information technology? What do you need to know about the use and management of information technologies in business? The introductory chapters of Module I are …

DATA MINING WITH RATTLE AND R
Knowledge leads to wisdom and better understanding. Data mining builds knowledge from information, adding value to the everincreasing stores of electronic data that abound today. Emerging from the database community in the late 1980s’ …

R PROGRAMMING FOR DATA SCIENCE
The R language came to use quite a bit after S had been developed. One key limitation of the S language was that it was only available in a commericial package, SPLUS. In 1991, R was created by Ross Ihaka and Robert Gentleman in the …

FORECASTING: PRINCIPLES AND PRACTISE
This textbook is intended to provide a comprehensive introduction to forecasting methods and to present enough information about each method for readers to be able to use them sensibly. We don’t attempt to give a thorough discussion of the …

MICROECONOMICS – 10th Edition
Current issues organize each chapter. News stories about today’s major economic events tie each chapter together, from new chapteropening vignettes to endofchapter problems and online practice. Each chapter includes a discussion of …

MACROECONOMICS – 10th Edition
Current issues organize each chapter. News stories about today’s major economic events tie each chapter together, from new chapteropening vignettes to endofchapter problems and online practice. Each chapter includes a discussion of …

BASIC MATHEMATICS FOR ECONOMIST
Economics students will welcome the new edition of this excellent textbook. Given that many students come into economics courses without having studied mathematics for a number of years, this clearly written book will help to …

PANEL DATA ECONOMETRICS: THEORETICAL CONTRIBUTIONS AND EMPIRICAL APPLICATIONS
Panel data econometrics has evolved rapidly over the last decade. Dynamic panel data estimation, nonlinear panel data methods and the phenomenal growth in nonstationary panel data econometrics makes this an exciting area of …

ANALYSIS OF ECONOMIC DATA
There are several types of professional economists working in the world today. Academic economists in universities often derive and test theoretical models of various aspects of the economy. Economists in the civil service often study …

AN INTRODUCTION TO STATISTICAL LEARNING WITH APPLICATION IN R
Statistical learning refers to a set of tools for modeling and understanding complex datasets. It is a recently developed area in statistics and blends with parallel developments in computer science and, in particular, machine learning. …

CATEGORICAL DATA ANALYSIS
The explosion in the development of methods for analyzing categorical data that began in the 1960s has continued apace in recent years. This book provides an overview of these methods, as well as older, now standard, methods. …

ADVANCED CALCULUS
A key ingredient in learning mathematics is problem solving. This is the strength, and no doubt the reason for the longevity of Professor Spiegel’s advanced calculus. His collection of solved and unsolved problems remains a part of …

USING ECONOMETRICS: A PRACTICAL GUIDE
Obviously, econometrics means different things to different people. To beginning students, it may seem as if econometrics is an overly complex obstacle to an otherwise useful education. To skeptical observers, econometric results should be …

BASIC ECONOMETRICS – FORTH EDITION
As in the previous three editions, the primary objective of the fourth edition of Basic Econometrics is to provide an elementary but comprehensive introduction to econometrics without resorting to matrix algebra, calculus, or statistics …

Data Science CrashCourse
DATA SCIENCE IS ONE OF THE MOST VALUABLE SKILLS OF THE 21ST CENTURY. So you want to learn data science. That’s awesome. Right now, the world has more data than we know what to do with. Some writers have called it “the data deluge,” …

A HANDBOOK OF STATISTICAL ANALYSES USING STATA
This book contains information obtained from authentic and highly regarded sources. Reprinted material is quoted with permission, and sources are indicated. A wide variety of references are listed. Reasonable efforts have been made to …

ggplot2: ELEGANT GRAPHIC FOR DATA ANALYSIS
ggplot2 is an R package for producing statistical, or data, graphics, but it is unlike most other graphics packages because it has a deep underlying grammar. This grammar, based on the Grammar of Graphics (Wilkinson 2005), is composed …

INTRODUCTION TO ECONOMIC ANALYSIS VER.2.1
This book presents introductory economics material using standard mathematical tools, including calculus. It is designed for a relatively sophisticated undergraduate who has not taken a basic university course in economics. The book can …

KAJIAN ANALISIS REGRESI LINIER MENGGUNAKAN SOFTWARE APLIKASI SPSS STATISTIK
Kajian Analisis Regresi Linier menggunakan software aplikasi SPSS Statistik pada penelitian Pengaruh Informasi Akuntansi Terhadap Return Saham: Studi empirik terhadap 23 perusahaan “consumer goods” yang terdaftar di Bursa Efek …

PROBABILISTIC PROGRAMMING & BAYESIAN METHODS FOR HACKERS
An intro to Bayesian methods and probabilistic programming from a computation / understandingfirst, mathematicssecond point of view. Prologue: 1.Contents, 2.Examples, 3.Reading and Installation Instructions, 4.Development …

A HANDBOOK OF STATISTICAL ANALYSES USING SPSS
SPSS, standing for Statistical Package for the Social Sciences, is a powerful, userfriendly software package for the manipulation and statistical analysis of data. The package is particularly useful for students and researchers in psychology, …

USING R FOR INTRODUCTORY STATISTICS
These notes describe how to use R while learning introductory statistics. The purpose is to allow this fine software to be used in ”lowerlevel” courses where often MINITAB, SPSS, Excel, etc. are used. It is expected that …

IBM SPSS STATISTICS 22 BRIEF GUIDE
This edition applies to version 22, release 0, modification 0 of IBM SPSS Statistics and to all subsequent releases and modifications until otherwise indicated in new editions. IBM SPSS Statistics is the world’s leading statistical software …

SURVEY SAMPLING THEORY AND METHODS
ARIJIT CHAUDHURI and HORST STENGER are well known in sampling theory. The present book further confirms their reputation. Here the authors have undertaken the large task of surveying the sampling literature of the past few decades …

ANALYSIS OF ECONOMIC DATA
There are several types of professional economists working in the world today. Academic economists in universities often derive and test theoretical models of various aspects of the economy. Economists in the civil service often study …

LONGITUDINAL AND PANEL DATA: ANALYSIS AND APPLICATIONS FOR THE SOCIAL SCIENCE
This text focuses on models and data that arise from repeated measurements taken from a crosssection of subjects. These models and data have found substantive applications in many disciplines within the biological and social sciences…

CAMP MANAGEMENT TOOLKIT
This new 2015 edition of the Camp Management Toolkit should remain a living document for many years. It has been updated by camp management professionals and is produced by and for field personnel. Your feedback, comments and …

GIS AND SAMPLING
This is an era of incredible innovation in programming and policy making, as increasingly sophisticated intervention design is motivated by the desire to reach particular, often vulnerable, populations with very specifically … 
A PROGRAMMER’S GUIDE TO DATA MINING: The Ancient Art of the Numerati
Before you work through this book you might think that systems like Pandora, Amazon’s recommendations, and automatic data mining for terrorists, must be very complex and the math behind the algorithms must be extremely …

MICROECONOMETRICS: METHODS AND APPLICATIONS
This book provides a detailed treatment of microeconometric analysis, the analysis of individuallevel data on the economic behavior of individuals or firms. This type of analysis usually entails applying regression methods to crosssection …

ADVANCED R
This book series reflects the recent rapid growth in the development and application of R, the programming language and software environment for statistical computing and graphics. R is now widely used in academic research, education, and …

MODERN MULTIVARIATE STATISTICAL TECHNIQUES
This book invites the reader to learn about multivariate analysis, its modern ideas, innovative statistical techniques, and novel computational tools, as well as exciting new applications. The need for a fresh approach to multivariate …

Data Analysis and Graphics Using R, Third Edition
Discover what you can do with R! Introducing the R system, covering standard regression methods, then tackling more advanced topics, this book guides users through the practical, powerful tools that the R system provides. The emphasis is on …

