Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
All characters reduced
Regression Analysis - Mastering the Art of Regression Analysis Predict Analyze Decide - cover

Regression Analysis - Mastering the Art of Regression Analysis Predict Analyze Decide

Fouad Sabry

Publisher: One Billion Knowledgeable

  • 0
  • 0
  • 0

Summary

What is Regression Analysis
 
In statistical modeling, regression analysis is a set of statistical processes for estimating the relationships between a dependent variable and one or more independent variables. The most common form of regression analysis is linear regression, in which one finds the line that most closely fits the data according to a specific mathematical criterion. For example, the method of ordinary least squares computes the unique line that minimizes the sum of squared differences between the true data and that line. For specific mathematical reasons, this allows the researcher to estimate the conditional expectation of the dependent variable when the independent variables take on a given set of values. Less common forms of regression use slightly different procedures to estimate alternative location parameters or estimate the conditional expectation across a broader collection of non-linear models.
 
How you will benefit
 
(I) Insights, and validations about the following topics:
 
Chapter 1: Regression analysis
 
Chapter 2: Least squares
 
Chapter 3: Gauss-Markov theorem
 
Chapter 4: Nonlinear regression
 
Chapter 5: Coefficient of determination
 
Chapter 6: Instrumental variables estimation
 
Chapter 7: Omitted-variable bias
 
Chapter 8: Ordinary least squares
 
Chapter 9: Residual sum of squares
 
Chapter 10: Simple linear regression
 
Chapter 11: Generalized least squares
 
Chapter 12: Heteroskedasticity-consistent standard errors
 
Chapter 13: Variance inflation factor
 
Chapter 14: Non-linear least squares
 
Chapter 15: Principal component regression
 
Chapter 16: Lack-of-fit sum of squares
 
Chapter 17: Leverage (statistics)
 
Chapter 18: Polynomial regression
 
Chapter 19: Errors-in-variables models
 
Chapter 20: Linear least squares
 
Chapter 21: Linear regression
 
(II) Answering the public top questions about regression analysis.
 
(III) Real world examples for the usage of regression analysis in many fields.
 
Who this book is for
 
Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Regression Analysis.
Available since: 02/04/2024.
Print length: 378 pages.

Other books that might interest you

  • Doom Revolution: How Visionaries Changed Gaming and Pop Culture Forever - Revolutionize your gaming lore! Unlock powerful audio stories on Doom’s influence in pop culture - cover

    Doom Revolution: How Visionaries...

    Vaughn Ashford

    • 0
    • 0
    • 0
    Doom Revolution: How Visionaries Changed Gaming and Pop Culture Forever 
    ⭐⭐ Simplified Audio Guide ⭐⭐ 
    Are you eager to delve into the world of gaming history and discover how visionary creators revolutionized the industry and pop culture? 
    Seeking an in-depth resource that covers everything about the legends who reshaped gaming's future? 
    Your search ends here! 
    This guide serves as your definitive companion for deepening your understanding of gaming history, applying insights to modern contexts, and engaging in immersive narratives. With this, you're geared for success. 
    Updated insights on the pioneers of the gaming revolution. 
    Key features of this enriched guide: 
    - Profound insights into how visionaries transformed the gaming landscape and pop culture 
    - Detailed exploration of the impact and significance of these revolutionary figures 
    - Effective strategies for understanding their contributions and legacy 
    Our guide distinguishes itself through comprehensive coverage, essential for gaining a complete understanding of the industry's evolution. Concepts aren't merely skimmed; they are delved into with precision. 
    Designed with a clear structure and easy-to-understand language, our resource on gaming legends ensures smooth transitions between topics. Say goodbye to dense jargon and welcome clear, precise, and technically accurate content. 
    So, why wait? Click the BUY NOW button, secure your guide, and begin your journey to uncovering how visionaries changed gaming and pop culture forever!
    Show book
  • No Plan B - A Handbook for Incurable Entrepreneurs and Other Rebellious Souls - cover

    No Plan B - A Handbook for...

    Heather Thorkelson

    • 0
    • 0
    • 0
    WANTED: self-motivated humans willing to trade the "safety" of the 9 - 5 for the freedom to create their own livelihood. Uncertain income. Intermittent failure and self-doubt guaranteed. Deep sense of satisfaction and a well-lived life in event of success. 
    Sure, building a life that’s not built on the traditional constructs of “work” might sound sketchy as hell to some. 
    But this kind of work - self-employment, building businesses, starting movements - it isn't for people who aren’t up for that kind of challenge. If you are, this book is for you. 
    I wrote it based on a decade of entrepreneurship to help you work through the self-doubt, the indecisiveness, the comparisonitis, and all of the other things we need to wrangle in order to ship work that matters. I’ll help you uncover your unique fingerprint, and use that as the driver to bring your ideas and business(es) to life. And if you already have a business that’s humming along, this book will provide the reboot you need to take yourself to the next level as an entrepreneur. 
    Let me be clear: this is not the book where I tell you how to get 500 followers overnight, nor how to jam people into your funnel to get X number of sales this month. 
    Rather, I will teach you how to find the answers you need and more importantly, how to ask the right questions. 
    We’ll also explore how to make decisions about what's right for you and your business when bombarded by 5,000,000 quick-success Internet carrots being dangled in front of your face. 
    You don’t have to reinvent the wheel. 
    You won’t be starting from nothing. 
    The resources are there for you. 
    This is possible. 
    Welcome to the table. 
    Let's get to work.
    Show book
  • Start with a Win - Tools and Lessons to Create Personal and Business Success - cover

    Start with a Win - Tools and...

    Adam Contos

    • 0
    • 0
    • 0
    Strengthen your leadership skills and achieve success at work and at home with advice from a proven business leader 
     
     
     
    In Start with a Win: Tools and Lessons to Create Personal and Business Success, CEO of RE/MAX Holdings Adam Contos delivers a powerful exploration of how leaders process information and lead boldly, especially (or even) during times of crisis. Packed with the practical lessons he learned as the leader of one of the most recognized real estate brands in the world, the book shows you how leaders recognize emotion, chaos, and fear and transform those negatives into opportunity. 
     
     
     
    Whether you lead a team of one—yourself—ten, or 10,000 and up, you'll also find actionable advice on: how to develop effective leadership skills by seeking out situations that require you to practice leading; avoiding the experience of becoming overwhelmed by relying on time-tested frameworks to organize your thinking during stressful situations; and overcoming fear and self-doubt by recognizing that your doubts are only as powerful as you think they are. Perfect for executives, managers, and other business leaders, Start with a Win is an indispensable resource for entrepreneurs seeking to clarify and accomplish their goals.
    Show book
  • Leadership Contract The: Book summary & analysis - cover

    Leadership Contract The: Book...

    Logan Crest

    • 0
    • 0
    • 0
    This content is an independent and unofficial summary created for informational and educational purposes only. It is not affiliated with, authorized, approved, licensed, or endorsed by the original author or publisher. All rights to the original work belong to its respective copyright holders. This summary is not intended to substitute the original book, but to offer a concise overview and interpretation of its main ideas.
     
    
     
    Discover the transformative power of leadership with The Leadership Contract, a dynamic guide to understanding the responsibilities, challenges, and opportunities inherent in leading effectively. This audiobook delves deep into the principles of accountability, resilience, and intentionality, providing a clear framework for leaders at all levels.
     
    Through engaging insights and practical strategies, you’ll learn how to navigate today’s leadership challenges, embrace your role with purpose, and inspire others to achieve extraordinary results. Explore the four essential terms of the leadership contract and gain the tools to take ownership of your actions, lead through adversity, and build a lasting legacy.
     
    Whether you’re an experienced leader or stepping into leadership for the first time, this audiobook will motivate and equip you to lead with clarity, commitment, and integrity. The Leadership Contract is your roadmap to becoming the kind of leader who makes a meaningful and lasting impact.
    Show book
  • The ABCs of Deductions - An Entrepreneur's Guide to Tax Write-Offs - cover

    The ABCs of Deductions - An...

    Jonathan Bengel

    • 0
    • 0
    • 0
    Have you ever felt unsure about exactly what tax deductions you can take as a business owner? IRS Enrolled Agent and Tax Advisor Jonathan Bengel takes the guesswork out of it for you in this brilliant and easy-to-understand book. Find out how Uncle Sam can be your friend, and how you can save more money and pay less taxes with a host of deductions and write-offs from A to Z. The information in this book is quick and to-the-point, designed specifically with entrepreneurs in mind. The simplicity of its contents adds to its popularity, especially as we live in such a busy world. Learn how to maximize your tax deductions and write-offs so you can keep more of the money you worked so hard to earn.
    Show book
  • Transforming Workplace Appreciation: Boost Engagement and Morale - Elevate workplace appreciation with engaging audio lessons to enhance morale and boost team engagement! - cover

    Transforming Workplace...

    Remington Greystoke

    • 0
    • 0
    • 0
    Audiobook Description for "Transforming Workplace Appreciation: Boost Engagement and Morale" 
    Are you eager to advance in your career and enhance your understanding of building positive workplace environments? 
    Searching for a complete guide that equips you with all the necessary tools to foster a culture of appreciation? 
    Look no further! 
    This audiobook is your ultimate resource for deepening your knowledge, applying new skills, and engaging in practical exercises to boost workplace morale and engagement. It's designed to help you achieve success. 
    Featuring insights on creating a positive work culture, this guide offers: 
    - In-depth understanding of effective workplace appreciation strategies 
    - Clear explanations of tools for enhancing morale 
    - Proven techniques for preparation and implementation 
    Our audiobook stands out with its thorough and detailed exploration, crucial for transforming your professional environment. Concepts are clearly explained and richly detailed. 
    Please note that this audiobook is an independent resource created for your benefit and is not affiliated with any official entity. 
    Organized in a clear, straightforward manner, our guide makes complex ideas accessible and removes any confusion, offering content that is precise and technically sound. 
    So, why hesitate? Click the BUY NOW button, secure your audiobook, and begin your journey to creating a thriving workplace culture!
    Show book