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Zhuo Yao, Ph.D.

Professional Website of Dr. Zhuo Yao

Zhuo Yao, Ph.D.
Professional Website of Dr. Zhuo Yao
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Zhuo Yao, Ph.D.
Professional Website of Dr. Zhuo Yao
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Category: Statistics

Statistics

Clustering as a Mixture of Gaussians

construction supervison 12/06/2013

Introduction to Model-Based Clustering There’s another way to deal with clustering problems: a model-based approach, which consists in using certain models for clusters and attempting to optimize…

View More Clustering as a Mixture of Gaussians
Statistics

Hierarchical Clustering Algorithms

construction supervison 12/06/2013

How They Work Given a set of N items to be clustered, and an N*N distance (or similarity) matrix, the basic process of hierarchical clustering…

View More Hierarchical Clustering Algorithms
Statistics

K-Means Clustering

construction supervison 12/06/2013

The Algorithm K-means (MacQueen, 1967) is one of the simplest unsupervised learning algorithms that solve the well known clustering problem. The procedure follows a simple…

View More K-Means Clustering
Statistics

Clustering: An Introduction

construction supervison 12/06/2013

What is Clustering? Clustering can be considered the most important unsupervised learning problem; so, as every other problem of this kind, it deals with finding a structure in a…

View More Clustering: An Introduction
Statistics

How to choose between Pearson and Spearman correlation?

construction supervison 05/02/2013

How do I know when to choose between Spearman’s ρ and Pearson’s r? My variable includes satisfaction and the scores were interpreted using the sum of the scores.…

View More How to choose between Pearson and Spearman correlation?
  • About Me
  • Activity-Based Models
  • Carbon Footprint
  • Demos
  • GPS Household Travel Survey
  • Hornors
  • Publications
  • Research
  • Resources
  • Service
  • Teaching
  • Tips
  • 如何提高自己的科研能力
  • Web design
  • R
  • Research
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  • SSH
  • Statistics
  • Technology
  • VB.Net
  • Visual Studio 2010
  • VISUM
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