Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
In-depth Before the Regression: A Complete Guide to Validating Data for Linear Models

In-depth Before the Regression: A Complete Guide to Validating Data for Linear Models

Majumdar, Partha

Paperback

Series: In-Depth, Book 4

General Computers

ISBN13: 9798186457411
Publisher: Independently Published
Published: Jul 9 2026
Pages: 410
Weight: 2.08
Height: 0.84 Width: 8.50 Depth: 11.00
Language: English
Master linear regression the way experienced statisticians and data scientists actually think.

Most books teach you how to run a regression. This book teaches you how to understand one.

In-depth Before the Regression is not another introductory guide filled with superficial explanations and software screenshots. It is a comprehensive journey into the mathematical foundations, statistical reasoning, diagnostic techniques, model validation procedures and practical decision-making that separate routine analysis from professional practice.

Whether you are a researcher, postgraduate student, data scientist, engineer, business analyst or AI practitioner, this book equips you with the conceptual depth required to build regression models that are not merely statistically significant, but genuinely reliable and scientifically defensible.

Rather than treating regression as a black box, this book explains every major concept from first principles. You will learn not only what each technique does, but why it exists, when it should be used and how it influences the quality of your conclusions.

Inside the book, you will explore:

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