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The Elements of Statistical Learning (Springer Series in Statistics)

The Elements of Statistical Learning (Springer Series in Statistics)

OFFER PRICE: ₹830

MRP: ₹1999 58%

MRP: ₹1999 OFFER: ₹830 58%

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The Elements of Statistical Learning (Springer Series in Statistics) is available on Amazon — Click here to check the latest price and buy now.

Description

The Elements of Statistical Learning is a text on statistical methods written by John P. Huber, Jeffrey D. Veghte, and Yee Whye Teh. It is a textbook for students and professionals in the field of statistics and machine learning. The book starts with the basics of linear regression and continues to more advanced topics in Bayesian statistics, generalized linear models, and latent variables. The book also discusses random effects, structural equation models, and multilevel models. This is a book that teaches you how to use statistical methods to analyze data. The book is based on a course that covers a broad range of statistical techniques and covers the theory behind the techniques. The book starts by explaining what data is, what types of data there are, and how data can be collected and analyzed. It then goes on to discuss the basics of statistics, such as understanding probability, estimating distributions, and calculating correlations. The book then moves on to more advanced topics such as linear regression, logistic regression, and time series analysis.

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