Causal Inference in R - Decipher complex relationships with advanced R techniques for data-driven decision-making

Subhajit Das

Sinopse

Determining causality in data is difficult due to confounding factors. Written by an applied scientist specializing in causal inference with over a decade of experience, Causal Inference in R provides the tools and methods you need to accurately establish causal relationships, improving data-driven decision-making.This book helps you get to grips with foundational concepts, offering a clear understanding of causal models and their relevance in data analysis. You’ll progress through chapters that blend theory with hands-on examples, illustrating how to apply advanced statistical methods to real-world scenarios. You’ll discover techniques for establishing causality, from classic approaches to contemporary methods, such as propensity score matching and instrumental variables. Each chapter is enriched with detailed case studies and R code snippets, enabling you to implement concepts immediately. Beyond technical skills, this book also emphasizes critical thinking in data analysis to empower you to make informed, data-driven decisions. The chapters enable you to harness the power of causal inference in R to uncover deeper insights from data.By the end of this book, you’ll be able to confidently establish causal relationships and make data-driven decisions with precision.

Disponível desde: 29/11/2024.

Comprimento de impressão: 382 páginas.

Ciência e Tecnologia

Outros livros que poderiam interessá-lo

Ultimate Pentesting for Web...

Dr. Rohit Gautam

Learn how real-life hackers and pentesters break into systems.
Book Description
Discover the essential tools and insights to safeguard your digital assets with the "Ultimate Pentesting for Web Applications". This essential resource comprehensively covers ethical hacking fundamentals to advanced testing methodologies, making it a one-stop resource for web application security knowledge.
Delve into the intricacies of security testing in web applications, exploring powerful tools like Burp Suite, ZAP Proxy, Fiddler, and Charles Proxy. Real-world case studies dissect recent security breaches, offering practical insights into identifying vulnerabilities and fortifying web applications against attacks.
This handbook provides step-by-step tutorials, insightful discussions, and actionable advice, serving as a trusted companion for individuals engaged in web application security. Each chapter covers vital topics, from creating ethical hacking environments to incorporating proxy tools into web browsers. It offers essential knowledge and practical skills to navigate the intricate cybersecurity landscape confidently. By the end of this book, you will gain the expertise to identify, prevent, and address cyber threats, bolstering the resilience of web applications in the modern digital era.
Table of Contents
1. The Basics of Ethical Hacking
2. Linux Fundamentals
3. Networking Fundamentals
4. Cryptography and Steganography
5. Social Engineering Attacks
6. Reconnaissance and OSINT
7. Security Testing and Proxy Tools
8. Cross-Site Scripting
9. Authentication Bypass Techniques
Index

Ver livro

Tranquil Sleep Sounds 2 in 1 - 8...

Sleeptime Publications

Two worlds. One night of deep, natural sleep.
Do you lie in bed exhausted, but your mind just won’t stop spinning? Have playlists, apps, and white noise machines failed to quiet the noise in your head?
Tranquil Sleep Sounds 2 in 1 blends the serene beauty of Japanese Zen gardens with the grounding echoes of ancient caves—giving you a full 8-hour journey through stillness, calm, and deep rest. Let the soft chimes of temple bells, the rustle of bamboo, the trickle of distant water, and the slow drip of underground caverns guide you into the most peaceful sleep you've had in ages.
Whether you're craving spiritual calm or primal stillness, this dual soundscape wraps your body and mind in nature’s most soothing frequencies.
Inside, you’ll get:🌿 4 Hours of Japanese Zen – Temple bells, flowing streams, bamboo creaks, and distant birds🌌 4 Hours of Cave Ambience – Echoing drips, hollow winds, and underground water🧘 Mindful Narration Every 15 Minutes – Gentle spoken prompts to slow your breath and quiet your thoughts🌙 Designed for Sleep, Meditation, or Stress Relief – Ideal for bedtime, power naps, or anxiety relief🎧 8 Hours of Seamless Playback – No loops, no harsh cuts—just one continuous, immersive experience💮 A Journey Through Two Sound Worlds – From Zen gardens above to ancient caves below, you’ll be carried into total stillness
You don’t need to meditate, focus, or do anything at all. Just press play, lie down, and let your body remember what deep rest feels like.
Listen now and fall asleep to the most peaceful night nature can offer.

Ver livro

Ultimate Flutter Handbook -...

Lahiru Mahagamage

Harness Flutter as a cross-platform framework to create applications for iOS and Android from a single, unified codebase

DESCRIPTION
Flutter Handbook is the key to becoming a proficient Flutter app developer, catering to all levels, from beginners to experts. This comprehensive guide takes you by the hand, providing step-by-step instructions on every aspect of Flutter app development.
Starting from the basics, you'll learn how to install and run Flutter, as well as core concepts such as widgets, state management, and navigation. As you progress, the book delves deep into advanced topics, such as implementing CRUD (Create, Read, Update, Delete) functions using Firebase Firestore.
Flutter Handbook is more than just a tutorial book. It also provides invaluable tips, tricks, and small tasks at the end of each chapter to reinforce your understanding and equip you with real-world skills. By the end of this journey, you'll have the expertise to release your Flutter app to the Play Store or App Store with confidence.

TABLE OF CONTENTS 
1. Introduction to Flutter
2. Getting Started
3. Widgets Widgets Widgets!
4. Stateful and Stateless Widgets
5. Navigation and Routing
6. Firebase Firestore with Flutter
7. Futures, Awaits, and Async
8. Persistence and Data Modeling
9. Deploying

Ver livro

The Social Media Sales Revolution

Lindsey Hemming

The Social Media Sales Revolution:  The Ultimate Guide on Social Media Marketing. Discover How Social Media Campaigns Can Translate to More Sales for Your BusinessYou can use social media sites as a way to market your business, services or products. Using social media allows the business owner to interact on a more personal level with his or her audience and create a ripple through the internet. One simple video can turn into a plethora of traffic. Social media marketing can be a very daunting task, especially if you are new to the process. Knowing what to do and not to do is the key to your success in this area. This audiobook will teach you useful tips that will help you to maximize your return on your social media marketing campaign. It will teach you how to come up with a marketing plan that you can work from to make the social sites on the internet your new marketing domain. This audiobook will cover the following topics:- Getting the Most From Social Media Marketing- How Social Media Marketing Can Make You Money- Tips for Running a Successful Social Media Marketing Campaign- Tips to Make Social Media Marketing Easier- Tips for Catching the Social Media Wave- Reach More Customers With Social Media- Advice to Help You Meet Your Social Media Marketing Goals- Make Social Media Work For You- And many More!Social media marketing can be difficult if you are unsure of what direction to go. To learn more, scroll up and click “add to cart” now!

Ver livro

Microsoft Azure DevOps - A...

James Henry

In today’s fast-paced software development landscape, organizations are increasingly turning to DevOps practices to improve collaboration, accelerate delivery, and enhance product quality. Mastering Microsoft Azure DevOps is an essential guide for developers, project managers, and team leaders who want to harness the power of Azure DevOps to streamline their workflows and optimize their development processes. 
This comprehensive book provides an in-depth exploration of Microsoft Azure DevOps, covering its robust features and services, including Azure Boards, Azure Repos, Azure Pipelines, Azure Test Plans, and Azure Artifacts. Readers will learn how to implement Agile methodologies, manage version control, and establish effective CI/CD pipelines to drive continuous integration and deployment. 
Through practical examples and real-world case studies, the book illustrates how successful teams leverage Azure DevOps to facilitate seamless collaboration and achieve higher-quality outcomes. Key topics include:Agile project management with Azure BoardsVersion control strategies using Azure ReposBuilding and deploying applications with Azure PipelinesEnsuring quality through testing and feedback with Azure Test PlansManaging dependencies and package distribution with Azure Artifacts 
This book equips you with the knowledge and tools needed to thrive in a DevOps-driven environment. By fostering a culture of collaboration and continuous improvement, you’ll be prepared to navigate the complexities of modern software development and deliver exceptional value to your stakeholders. 
Mastering Microsoft Azure DevOps is not just a technical manual; it is a roadmap for transforming your development practices, enhancing team dynamics, and ultimately delivering better software, faster. Embrace the future of development with Azure DevOps and unlock your team's potential today!

Ver livro

Higher Self & Inner Child Sleep...

Healing Tales

This soothing audiobook combines calming narratives with a gentle male voice and tranquil background music to guide you into a deep, restful sleep. Explore the journey of connecting with your higher self while nurturing your inner child, fostering emotional healing and inner peace. Each story is crafted to evoke feelings of safety, love, and acceptance, helping to release past traumas and align with your true self. Perfect for bedtime, this meditation creates a serene environment for profound relaxation and holistic well-being. Let go, heal, and sleep deeply.

Ver livro