Statistical Inference via Data Science: A ModernDive into R and the Tidyverse (Chapman & Hall/CRC The R Series) - Image 1

£59.06

Chapman and Hall/CRC Statistical Inference via Data Science: A ModernDive into R and the Tidyverse (Chapman & Hall/CRC The R Series)

Name: Statistical Inference via Data Science: A ModernDive into R and the Tidyverse (Chapman & Hall/CRC The R Series)
Brand: Chapman and Hall/CRC
Price: 59.65 GBP
Availability: InStock

0000000000000000000000

Econometrics

Price History & Forecast

Last 12 days • 12 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 12 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £59 (8 days, 66.7%)

Price range: £59 - £60

Price levels: 2 different prices over 12 days

Description

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, Second Edition offers a comprehensive guide to learning statistical inference with data science tools widely used in industry, academia, and government. The first part of this book introduces the tidyverse suite of R packages, including ggplot2 for data visualization and dplyr for data wrangling. The second part introduces data modeling via simple and multiple linear regression. The third part presents statistical inference using simulation-based methods within a general framework implemented in R via the infer package, a suitable complement to the tidyverse. By working with these methods, readers can implement effective exploratory data analyses, conduct statistical modeling with data, and carry out statistical inference via confidence intervals and hypothesis testing. All of these tasks are performed by strongly emphasizing data visualization. Key Features in the Second Edition: Minimal Prerequisites: No prior calculus or coding experience is needed, making the content accessible to a wide audience. Real-World Data: Learn with real-world datasets, including all domestic flights leaving New York City in 2023, the Gapminder project, FiveThirtyEight.com data, and new datasets on health, global development, music, coffee quality, and geyser eruptions. Simulation-Based Inference: Statistical inference through simulation-based methods. Expanded Theoretical Discussions: Includes deeper coverage of theory-based approaches, their connection with simulation-based approaches, and a presentation of intuitive and formal aspects of these methods. Enhanced Use of the infer Package: Leverages the infer package for “tidy” and transparent statistical inference, enabling readers to construct confidence intervals and conduct hypothesis tests through multiple linear regression and beyond. Dynamic Online Resources: All code and output are embedded in the text, with additional interactive exercises, discussions, and solutions available online. Broadened Applications: Suitable for undergraduate and graduate courses, including statistics, data science, and courses emphasizing reproducible research. The first edition of the book has been used in so many different ways--for courses in statistical inference, statistical programming, business analytics, and data science for social policy, and by professionals in many other means. Ideal for those new to statistics or looking to deepen their knowledge, this edition provides a clear entry point into data science and modern statistical methods.

Product Specifications

Brand: Chapman and Hall/CRC
Model: 0000000000000000000000
Format: paperback
ASIN: 1032708379
Category: Books > Subjects > Business, Finance & Law > Economics > Econometrics
Domain: Amazon UK
Release Date: 02 May 2025
Listed Since: 06 October 2024

Barcode

No barcode data available

Chapman and Hall/CRC Statistical Inference via Data Science: A ModernDive into R and the Tidyverse (Chapman & Hall/CRC The R Series)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse: A ModernDive into R and the Tidyverse (Chapman & Hall/CRC The R Series)

Exploring Data Science with R and the Tidyverse: A Concise Introduction

Modern Data Science with R (Chapman & Hall/CRC Texts in Statistical Science)

Introduction to Data Science: Data Wrangling and Visualization with R (Chapman & Hall/CRC Data Science Series)

CRC Press R for Political Data Science: A Practical Guide

R for Political Data Science: A Practical Guide (Chapman & Hall/CRC The R Series)

Probability, Statistics, and Data: A Fresh Approach Using R (Chapman & Hall/CRC Texts in Statistical Science)

CRC Press Probability and Statistical Inference Textbook

Modern Statistics with R: From Wrangling and Exploring Data to Inference and Predictive Modelling

Data Science for Infectious Disease Data Analytics: An Introduction with R (Chapman & Hall/CRC Data Science Series)

Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving (Chapman & Hall/CRC The R Series)

Fundamentals of Causal Inference: With R (Chapman & Hall/CRC Texts in Statistical Science)

Theory of Statistical Inference (Chapman & Hall/CRC Texts in Statistical Science)

Foundations of Statistics for Data Scientists: With R and Python (Chapman & Hall/CRC Texts in Statistical Science)

Theory of Statistical Inference (Chapman & Hall/CRC Texts in Statistical Science)

An Introduction to Statistical Inference and Its Applications with R: 81 (Chapman & Hall/CRC Texts in Statistical Science)

Data Science and Machine Learning: Mathematical and Statistical Methods, Second Edition (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving (Chapman & Hall/CRC: The R Series)

Quantitative Economics with R: A Data Science Approach

Modern Data Visualization with R (Chapman & Hall/CRC The R Series)

Functional Data Analysis with R (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Using R and RStudio for Data Management, Statistical Analysis, and Graphics

Tidy Finance with R (Chapman & Hall/CRC The R Series)

A First Course in Causal Inference (Chapman & Hall/CRC Texts in Statistical Science)