Title
Simulation for Data Science with R: Effective Datadriven Decision Making,Used
Delivery time: 8-12 business days (International)
Harness actionable insights from your data with computational statistics and simulations using RKey Features: Learn five different simulation techniques (Monte Carlo, Discrete Event Simulation, System Dynamics, AgentBased Modeling, and Resampling) indepth using realworld case studies A unique book that teaches you the essential and fundamental concepts in statistical modeling and simulationBook Description:Data Science with R aims to teach you how to begin performing data science tasks by taking advantage of Rs powerful ecosystem of packages. R being the most widely used programming language when used with data science can be a powerful combination to solve complexities involved with varied data sets in the real world.The book will provide a computational and methodological framework for statistical simulation to the users. Through this book, you will get in grips with the software environment R. After getting to know the background of popular methods in the area of computational statistics, you will see some applications in R to better understand the methods as well as gaining experience of working with realworld data and realworld problems. This book helps uncover the largescale patterns in complex systems where interdependencies and variation are critical. An effective simulation is driven by data generating processes that accurately reflect real physical populations. You will learn how to plan and structure a simulation project to aid in the decisionmaking process as well as the presentation of results.By the end of this book, you reader will get in touch with the software environment R. After getting background on popular methods in the area, you will see applications in R to better understand the methods as well as to gain experience when working on realworld data and realworld problems.What You Will Learn: The book aims to explore advanced R features to simulate data to extract insights from your data. Get to know the advanced features of R including highperformance computing and advanced data manipulation See random number simulation used to simulate distributions, data sets, and populations Simulate closetoreality populations as the basis for agentbased micro, model and designbased simulations Applications to design statistical solutions with R for solving scientific and real world problems Comprehensive coverage of several R statistical packages like boot, simPop, VIM, data.table, dplyr, parallel, StatDA, simecol, simecolModels, deSolve and many more.Who this book is for:This book is for users who are familiar with computational methods. If you want to learn about the advanced features of R, including the computerintense MonteCarlo methods as well as computational tools for statistical simulation, then this book is for you. Good knowledge of R programming is assumed/required.
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Shipping & Returns
Shipping
We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
Returns
To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
We accept payments with :
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