Statistical Outliers and Related Topics - Mir Masoom Ali

eTEXT

Statistical Outliers and Related Topics

By: Mir Masoom Ali (Editor), Rahmatullah Imon (Editor), Irfan Ali (Editor), Haitham M. Yousof (Editor)

eText | 27 January 2025 | Edition Number 1

At a Glance

eText


$111.10

or 4 interest-free payments of $27.77 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Read online on
Desktop
Tablet
Mobile

Not downloadable to your eReader or an app

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

The book is a collection of different aspects of outliers and related topics written by experts. Topics covered include definition of outliers, their sources, consequences, identification, computational and robustness issues, handling of outliers in diversified areas of statistics such as univariate and multivariate data, linear and generalized linear models, time series, linear functional and structural models, circular data, spatial data, big data, high dimensional data, multi-view data. The book emphasizes the importance of outliers, and will appeal to workers in Data Mining; which is one of the fastest-growing business applications of statistics. The book makes outlier detection methods widely usable by practitioners. Examples are drawn from various fields.

Read online on
Desktop
Tablet
Mobile

More in Economic Statistics

Linear Model Methodology - Andre I. Khuri

eTEXT