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Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression

Fedor (Autor)

Buch | Softcover

128 Seiten

2024
tredition (Verlag)
978-3-384-27707-7 (ISBN)

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"Cleaning Up Your Act: Statistical Methods for Detecting Outliers in Regression" dives into the world of data analysis, specifically focusing on a crucial step: identifying outliers in regression models. Outliers are data points that fall far outside the expected pattern in your regression analysis. These outliers can distort your results and lead to misleading conclusions. This book equips you with various statistical methods to detect outliers effectively. You'll learn about Z-scores, interquartile ranges (IQRs), and other techniques to pinpoint these outliers. The book also delves into how to handle outliers, whether by removing them (if justified) or adjusting the model to account for their influence. By mastering these techniques, you'll ensure the accuracy and reliability of your regression analyses, leading to more dependable insights from your data. This book is ideal for researchers, analysts, and anyone who relies on regression modeling to make data-driven decisions.

In a world where healthcare can feel impersonal and overwhelming, Dr. Professor Fedor's "Empowered Patients, Empowered Care: Partnering for a Healthier You" offers a refreshing perspective. This engaging book equips readers with the knowledge and tools to become active participants in their own healthcare journey. Dr. Fedor, a renowned physician and advocate for patient empowerment, dismantles the traditional top-down approach to medicine. He champions a collaborative model where patients and healthcare providers work together as partners. "Empowered Patients, Empowered Care" emphasizes the importance of health literacy and open communication. Dr. Fedor guides readers in developing effective communication skills to ask informed questions, understand treatment options, and participate in shared decision-making. The book goes beyond theory, providing practical tools for managing chronic conditions, advocating for oneself, and building trusting relationships with healthcare providers. Dr. Fedor acknowledges the unique challenges faced by patients and offers strategies to navigate the complexities of the healthcare system. "Empowered Patients, Empowered Care" is an empowering resource for anyone seeking to take charge of their health. By fostering patient engagement and collaboration, Dr. Fedor paves the way for a healthcare experience that is more personalized, effective, and ultimately leads to a healthier you.

Erscheint lt. Verlag	2.7.2024
Verlagsort	FINDAy
Sprache	englisch
Maße	155 x 234 mm
Gewicht	227 g
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
	Wirtschaft ► Betriebswirtschaft / Management ► Allgemeines / Lexika
Schlagworte	Bonferroni correction • Cook's Distance • Data Analysis • Dixon's Q-test • Grubbs' test • Influence diagnostics • Leverage scores • Outlier Detection • Regression Analysis • residual analysis • robust regression • Statistical Methods
ISBN-10	3-384-27707-4 / 3384277074
ISBN-13	978-3-384-27707-7 / 9783384277077
Zustand	Neuware