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

Subhajit Das

Sinopsis

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.

Disponible desde: 29/11/2024.

Longitud de impresión: 382 páginas.

Ciencia y tecnología

Otros libros que te pueden interesar

Zoom For Online Teaching -...

Tom Tillery

Are you looking for the best online tool for teaching and learning?
Zoom is the ultimate software for online teaching, learning, and classes, and this manual will assist you with setup and configuration.
Remote work and remote learning were two of the most commonly used words in 2021, and they are very likely to remain so. Zoom has grown in popularity and reputation, and now it's your turn to learn how to use it. From smartworking, which allows people to work from anywhere, to online teaching classes, Zoom has grown in popularity and reputation, and now it's your turn to learn how to use it.
This book will teach you how to teach or learn online using Zoom meetings, how to have the perfect video conversation, and how to participate in web conferences confidently in front of the camera.
Do not be afraid of the webcam, even if you are not used to speaking in public or with a microphone; simply prepare yourself in the best frame possible, set your background, and begin learning with Zoom online classes.
You will learn the following in Zoom for Online Teaching:How to Install and Configure Zoom ProperlyHow to Boost Audio and Video Quality in Online MeetingsHow to Set Up Zoom Meetings and Add Them To Your CalendarComparison of the best online teaching and learning tools (Zoom, Microsoft Teams, Skype, Google Hangout)Techniques for improving video and audio qualityHow to organize your lessons and turn them into a podcastHow to Use Zoom to Learn or Teach
And Much More!...
Zoom is the tool for you if you are a math teacher who needs to teach your students online or if you want to follow your dreams and start teaching Zumba, Pilates, or French online.
Scroll up, click on buy it now, and get your copy right away!

Ver libro

Yeast Infection - Causes...

Lilly Richardsen

Yeast infections are a common and often uncomfortable condition caused by an overgrowth of yeast, a type of fungus that naturally resides in the human body. While yeast is typically harmless in balanced amounts, certain conditions can trigger an overproduction, leading to infection. The most common culprit behind yeast infections is Candida albicans, though other species of Candida can also be responsible. This chapter explores what yeast infections are, their various types, and the role of Candida in the human body.
A yeast infection occurs when the natural balance of microorganisms is disrupted. In a healthy body, bacteria such as Lactobacillus help keep yeast levels in check. However, factors like antibiotic use, hormonal changes, a weakened immune system, and high sugar intake can upset this balance, allowing yeast to multiply rapidly. The most well-known type of yeast infection is vaginal candidiasis, affecting a significant number of women at some point in their lives. Symptoms typically include itching, burning, redness, swelling, and a thick, white discharge. Although vaginal yeast infections are the most common, yeast infections can also affect other parts of the body, including the mouth (oral thrush), skin folds, and the digestive tract.
Yeast infections are not limited to women; men and children can also be affected. Oral thrush is particularly common in infants and individuals with compromised immune systems, such as those undergoing chemotherapy or living with HIV/AIDS. Skin yeast infections often occur in warm, moist areas like under the breasts, in the groin, or between toes, leading to red, itchy rashes that can be difficult to manage without proper treatment. In severe cases, yeast infections can become systemic, affecting internal organs and becoming life-threatening, though this is rare and usually occurs in individuals with severely weakened immune systems.

Ver libro

Business Process Reengineering -...

Ben Rizer

In today’s fast-paced and competitive business landscape, simply making incremental improvements to existing processes isn’t enough. Business Process Reengineering: A Comprehensive Guide to Transforming Business Operations provides a step-by-step approach to achieving radical change, helping organizations reimagine workflows, optimize resources, and create more agile and customer-focused operations. 
This book explores every aspect of Business Process Reengineering (BPR), from understanding its core principles to successfully implementing large-scale change initiatives. With clear explanations and real-world examples, it outlines the process of identifying inefficiencies, designing new workflows, and integrating technology to unlock unprecedented performance improvements. Readers will learn how to assess the need for BPR, engage stakeholders, manage the human aspects of change, and apply cutting-edge tools like AI and automation to achieve transformative results. 
Business Process Reengineering is ideal for business leaders, managers, and professionals who are tasked with driving innovation and streamlining operations. Whether you’re looking to revitalize your organization’s customer service, reduce costs, or respond more effectively to market shifts, this book offers the practical insights and tools you need to make BPR work for you.

Ver libro

Lightworker Healing course...

Love, And, Bloom

You come to earth to speed your lights and wisdom. You have special instincts and needs. However, it is easy to get hurt misunderstood and feel isolated. Your empathetic qualities may not be easily acknowledged. Dealing with childhood wounds is essentials in your path 
Besides healing, you also need to learn to protect yourself. In this duallity world, protection and healthy boundary are essential. There is always darkness in the light and vice versa. We need to balance our energies so that we can give and receive at the same time. 
In this course, we will do deep healing sessions from childhood. We dig into the root cause. We do protection and draw the healthy boundary. We deeply accept ourselves in all aspects of our lives so that we can shine and dare to be who we truly are. 
In this course, we willHealing childhood traumaFinding out the root causeTrust your instinctsProtect your psychic powerDraw healthy boundaryDeeply love & accept every aspectDaring to be who you areShine your light as a lightworkerTrue to yourselfAnd much more

Ver libro

Transform Your Choices:...

Jasper Haverford

Transform Your Choices: Unlocking Your Mind's Hidden Potential
⭐⭐ Simplified Audio Guide & Explanations Included ⭐⭐
Are you eager to advance in your career and enhance your understanding by successfully navigating your mind's hidden potential?
Searching for a complete guide that encapsulates all the essential elements for unlocking the dynamics of your mind?
Your quest ends here!
This guide is your ultimate companion for deepening your knowledge, applying vital skills, and engaging in practical exercises. With this resource, you're set for success.
Updated to align with the latest insights into uncovering your potential.
Key Features of This Enhanced Guide:
- In-depth exploration of how to unlock your potential through understanding your mind's dynamics
- Comprehensive explanations of the principles related to personal growth
- Effective strategies for preparing yourself mentally and overcoming challenges
Our guide stands out with its holistic coverage, crucial for your journey to self-discovery. Concepts are not just lightly touched upon; they are thoroughly examined with clarity.
Crafted with a straightforward structure and user-friendly language, our guide ensures seamless transitions between various topics.
So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your journey to realizing the hidden potential of your mind!

Ver libro

Reckoning with Medicine's Racial...

Beckett Ravensdale

Reckoning with Medicine's Racial Divide: Voices that Demand Change
⭐⭐ Simplified Guide & Explanations Included ⭐⭐
Are you eager to advance your career in the medical field and deepen your understanding by tackling the complexities of healthcare disparities?
Searching for a comprehensive resource that includes everything you need to drive change in medicine's racial divide?
Your search concludes here!
This guide is your ultimate companion for enhancing your knowledge, applying your skills, and participating in actionable exercises. With this resource in hand, you're well-equipped to make a difference.
Updated for the current understanding of disparities in healthcare.
Key features of this enhanced guide:
- In-depth insights into addressing disparities and empowering change in the healthcare system
- Thorough explanations on the importance of healing communities through equitable care
- Effective strategies for implementing transformative practices in healthcare
Our guide stands out through its thorough coverage, essential for your success in driving change. Concepts are explored in detail, ensuring a rich understanding of the issues at hand.
Crafted with a clear structure and accessible language, our guide guarantees smooth transitions between topics. Bid farewell to convoluted jargon and embrace content that is clear, precise, and technically sound.
So, why hesitate? Click the BUY NOW button, secure your guide, and embark on your journey toward transforming healthcare and addressing its racial divide!

Ver libro