Home : Book details

Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data free ebook download

Category:
Misc

Views: 90
Likes: 7

Catalogue

Author(s):	Syed Ejaz Ahmed

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	0367763443
Pages:	408	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	7/23/2023 9:45:23 PM

To download click on link in the Links Table below

Description: Click to see full description

This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-known that machine learning methods are subject to many issues relating to bias, and consequently the mean squared error and prediction error may explode. For this reason, we suggest shrinkage strategies to control the bias by combining a submodel selected by a penalized method with a model with many features. Further, the suggested shrinkage methodology can be successfully implemented for high dimensional data analysis. Many researchers in statistics and medical sciences work with big data. They need to analyse this data through statistical modelling. Estimating the model parameters accurately is an important part of the data analysis. This book may be a repository for developing improve estimation strategies for statisticians. This book will help researchers and practitioners for their teaching and advanced research, and is an excellent textbook for advanced undergraduate and graduate courses involving shrinkage, statistical, and machine learning.
Read more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3185633	Book	https://nitroflare.com/view/A1A6FF0B510A...		0.00	eternal

Tags: Data Dimensional High Learning Machine Post-Shrinkage Statistical Strategies

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment:

Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data free ebook download

Category: Misc

Description: Click to see full description

Category:
Misc