What is the focus of 'High-Dimensional Statistics: A Non-Asymptotic Viewpoint'?

This book primarily focuses on the statistical analysis in high-dimensional settings, emphasizing non-asymptotic results. It covers crucial topics like variable selection, estimation, and testing in scenarios where the number of variables exceeds the number of observations. This approach is essential for modern data science applications, like genomics and finance, where high-dimensional data is prevalent. Readers will find the book's structure beneficial as it balances theoretical foundations with practical applications.

Who is the intended audience for this book?

The book caters to a diverse audience, including statisticians, data scientists, and graduate students specializing in statistics or machine learning. It's particularly useful for those who require a thorough understanding of advanced statistical techniques in high dimensions. Professors might also include this work in their curriculum to provide students with modern insights into statistical challenges in various fields like economics and bioinformatics.

What are some practical applications of the theories discussed in the book?

The methodologies presented in this book are applicable in various domains such as finance, biology, and machine learning. For instance, researchers can utilize the non-asymptotic results for developing robust prediction models where the dataset is vast, allowing them to make informed decisions with high-dimensional data. Additionally, professionals in data analytics can apply these techniques for improved model selection and performance assessment in real-world scenarios.

Does the book require a strong mathematical background?

While a solid grounding in statistics and linear algebra is advantageous, the book is designed to be accessible to readers who are not mathematical specialists. Key concepts are introduced gradually, ensuring that even those with a moderate background can grasp the material. The emphasis on intuitive explanations alongside rigorous proofs makes it an excellent resource for both newcomers and seasoned statisticians looking to deepen their understanding.

Are there any companion resources or exercises available for this book?

Yes, the book often includes exercises and examples that reinforce the concepts discussed in each chapter. These practical exercises provide readers the opportunity to apply theories to real-world scenarios, encouraging deeper engagement with the material. Additionally, supplementary online resources may be available, depending on the publisher, allowing readers to further enhance their learning experience through interactive content.

Can this book help in preparing for advanced studies in statistics?

Absolutely, this book serves as an excellent preparatory resource for advanced studies in statistics and related fields. It not only introduces foundational concepts but also deepens understanding of current research trends and methodologies in high-dimensional statistics. Aspiring graduate students will benefit from its comprehensive coverage, putting them on a strong footing for their academic pursuits and research projects.

What is the significance of non-asymptotic results in high-dimensional statistics?

Non-asymptotic results are significant as they provide immediate insights into the behavior of statistical procedures in finite samples, rather than relying on asymptotic theory. This is crucial in high-dimensional settings, where the traditional asymptotic assumptions may not hold. Practitioners can leverage these results to design more reliable statistical methods that perform well even when the sample size is limited, which is often the case in many real-world applications.

How does this book differ from other books on statistics?

This book stands out due to its focused examination of high-dimensional data through a non-asymptotic lens, which is relatively rare in statistical literature. Many statistics books either focus on asymptotic theories or don’t address the intricacies of high-dimensional challenges. Readers looking for a text that provides a contemporary perspective along with robust methodologies will find this book a unique and insightful addition to their library.

Is prior knowledge of programming required to benefit from the book?

While prior programming knowledge is not a requirement, familiarity with statistical software can be beneficial for practical applications. The book concentrates on theoretical concepts rather than coding skills, making it accessible for those looking to deepen their statistical understanding. However, readers may choose to implement the discussed techniques in statistical software such as R or Python to explore real datasets and enhance their learning.

How to Shop High-Dimensional Statistics: A Non-Asymptotic Online From Ubuy?

It’s easy to shop High-Dimensional Statistics: A Non-Asymptotic online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location.

Is High-Dimensional Statistics: A Non-Asymptotic Available to Shop Online in Jersey?

Yes, at Ubuy Jersey this product is available for you to shop at a reasonable price. The High-Dimensional Statistics: A Non-Asymptotic is not available locally but you can trust us with our express shipping services.

How Long Does It Take to Get Product After Placing the Order?

The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.

High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48)

This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level.

Item #: 28963291

High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48)

Q: Where can I buy 'High-Dimensional Statistics: A Non-Asymptotic Viewpoint' in Jersey?

You can purchase 'High-Dimensional Statistics: A Non-Asymptotic Viewpoint' through Ubuy, which provides a reliable platform for acquiring this book. Ubuy often features various books across multiple domains, ensuring you find the right edition and access to quality content. Simply visit the Ubuy website and search for the title to browse availability and make your purchase effortlessly.

89% of respondents would recommend this to a friend

Item #: 28963291

GBP 83

Price Details

Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )

^{*All items will import from US}

Availability : In stock

Imported from USA store

QTY:

Order now and get it around Saturday, October 24

Secured transaction

Our Top Logistics Partners

This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level.

U-Care Warranty:

None

Select a Plan

Fast
Shipping

Free
Return^*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

Note: Step Down Voltage Transformer required for using electronics products of US store (110-120). Recommended power converters Buy Now.

What Stands Out

Comprehensive Insights

Provides a thorough exploration of high-dimensional statistics, offering non-asymptotic approaches to complex statistical problems, making it invaluable for researchers and students advancing in this critical field.

Practical Applications

Equips readers with practical techniques and methodologies applicable in real-world scenarios, bridging the gap between theory and practice, thus appealing to applied statisticians and data scientists.

Expert Contributions

Authored by leading experts, ensuring high-quality content and cutting-edge perspectives in statistical mathematics, delivering exceptional value for academics and professionals seeking to enhance their knowledge and skills.

Product Details

Self-contained introduction to high-dimensional statistics at the first-year graduate level
Covers core methodology and theory, including tail bounds, concentration inequalities, and empirical process
Explores specific model classes such as sparse linear models, graphical models, and non-parametric models
Contains hundreds of worked examples and exercises
Designed for graduate students and researchers in statistics and machine learning
Suitable for courses or self-study for understanding modern statistical methods for large-scale data

Publisher	Cambridge University Press
Publication date	February 21, 2019
Edition	1st
Language	English
Print length	568 pages
ISBN-10	1108498027
ISBN-13	978-1108498029
Item Weight	2.65 pounds (1.2 kg)
Dimensions	7.25 x 1.5 x 10.25 inches (18.4 x 3.8 x 26 cm)
Part of series	Cambridge Series in Statistical and Probabilistic Mathematics

Who Should Buy?

Statistical Researchers
Ideal for researchers focused on developing new statistical methods in high-dimensional settings, enhancing their theoretical groundwork.
Graduate Students
Suitable for graduate students in statistics who require a comprehensive understanding of high-dimensional statistical analysis techniques.
Data Scientists
Data scientists working with complex datasets will benefit from the insights into high-dimensional statistical challenges and solutions.

Beginner Statistics
Not ideal for beginners in statistics, as the content assumes prior knowledge of advanced statistical concepts and theories.

Product Description

High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48)

Have any Query? Chat with us

Customer Questions & Answers

Question: How to Shop High-Dimensional Statistics: A Non-Asymptotic Online From Ubuy?

Answer: It’s easy to shop High-Dimensional Statistics: A Non-Asymptotic online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location.
Question: Is High-Dimensional Statistics: A Non-Asymptotic Available to Shop Online in Jersey?

Answer: Yes, at Ubuy Jersey this product is available for you to shop at a reasonable price. The High-Dimensional Statistics: A Non-Asymptotic is not available locally but you can trust us with our express shipping services.
Question: How Long Does It Take to Get Product After Placing the Order?

Answer: The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.

Probability & Statistics Editorial Review

This book is a great reference for econometricians exploring high-dimensional methods. While it is a heavy mathematics text, it is well written and readable. It covers state of the art topics and is recommended for graduate students and researchers in statistics, machine learning, and electrical engineering.

Customer Reviews & Ratings

5.0

1 customers ratings

5 Star

100%
4 Star

0%
3 Star

0%
2 Star

0%
1 Star

0%

Review this product

Share your thoughts with other customers

Pros

Great reference for econometricians exploring high-dimensional methods
Well written and readable
Covers state of the art topics
Recommended for graduate students and researchers in statistics, machine learning, and electrical engineering

Cons

Heavy mathematics text

Platform Trust & Buyer Confidence

4.2/5 9704 reviews

Read reviews

Jasmin

Verified buyer

“Great products and very good service: very easy and very fast international delivery.”

9 September 2026 · via Trustpilot

Anke

Verified buyer

“Wonderful online shopping experience, smooth transaction from the start. Payment method works conveniently and delivery is unexpectedly fast and reliable. You go the extra mile for service. What makes this even more amazing, you deliver to Namibia. I will remain a happy Ubuy customer and will increase my purchases for sure! Thank you!”

10 September 2026 · via Trustpilot

Hazel

Verified buyer

“Very easy to find the products what you need, and so fast delivery, that’s why I highly recommended to others costumers to used ubuy.”

10 September 2026 · via Trustpilot

Opaleye

Verified buyer

“I received exactly what I ordered I was skeptical about your site because that was my first time to order. But the order came timely and neatly packaged. I was not disappointed. Thank you.”

11 September 2026 · via Trustpilot

Adele

Verified buyer

“Easy to find and order what you want on the website. Delivery is quick to the UK”

8 September 2026 · via Trustpilot

WHY SHOP WITH US

Secure Checkout Global Delivery Easy Returns Genuine Products

Product Price History

Important information

Limitations : For products shipped internationally, please note that any manufacturer warranty may not be valid; manufacturer service options may not be available; product manuals, instructions, and safety warnings may not be in destination country languages; the products (and accompanying materials) may not be designed in accordance with destination country standards, specifications, and labeling requirements; and the products may not conform to destination country voltage and other electrical standards (requiring use of an adapter or converter if appropriate). The recipient is responsible for assuring that the product can be lawfully imported to the destination country. When ordering from Ubuy or its affiliates, the recipient is the importer of record and must comply with all laws and regulations of the destination country.
Not all the products listed on Ubuy are for sale, as Ubuy is a global search engine. Products are subject to export/trade regulations.

GBP 83

Order now and get it around Saturday, October 24

QTY:

Secured transaction

PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.

Our Top Logistics Partners

Fastest cross-border delivery

Features & Benefits

Self-contained introduction to high-dimensional statistics
Suitable for first-year graduate students and researchers
Covers core methodology, theory, and model classes with worked examples and exercises.

Ubuy Assurance

Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns ^*, and secure packaging on every order.

High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48)

GBP 83

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Product Details

Who Should Buy?

Product Description

Customer Questions & Answers

Probability & Statistics Editorial Review

Customer Reviews & Ratings

Review this product

Pros

Cons

Platform Trust & Buyer Confidence

WHY SHOP WITH US

Product Price History

Important information

GBP 83

Features & Benefits

Ubuy Assurance

Fast
Shipping

Free
Return^*