Introduction to circular data

Introduction Package CircOutlier For Detection of Outliers in Circular-Circular Regression

One of the most important problem in any statistical analysis is the existence of unexpected observations. Some observations are not a part of the study and are known as outliers. Studies have shown that the outliers affect to the performance of statistical standard methods in models and predictions. The point of this work is to provide a couple of statistical package in R software to identi...

Introduction to Data Simulation

Creating synthetic data via simulation can often be a powerful tool for a wide variety of analyses. The purpose of this workshop is to provide a basic overview of simulating data for a variety of purposes. Examples will include power calculations, sensitivity analysis, and exploring nonstandard analyses. The workshop is designed for the mid-level analyst who has basic knowledge of data manageme...

Introduction to Data Compression

3 Probability Coding 10 3.1 Prefix Codes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 3.1.1 Relationship to Entropy . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 3.2 Huffman Codes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 3.2.1 Combining Messages . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 3.2.2 Minim...

Introduction to Data Mining

Textbook: Introduction to Data Mining by Pang-Ning Tan,. Michael Steinbach, and Vipin Kumar, 2003. Data Mining: Concepts and Techniques by Jiawei. Vipin Kumar, Data mining course at University of Minnesota. Jiawei Han, slides of the book Data mining: concepts and techniques. Li Yang, Data mining course (C) Vipin Kumar, Parallel Issues in. Data Mining ICDM: Top Ten Data Mining Algorithms. K-mean...

Plenary 3: Introduction to Green Industry and the Circular Economy

 Industry is related to sustainable effects. Green industry is linked to a circular economy.  There is a huge growth and wealth of population. This means countries are interested in reducing inefficiencies in economy. The circular economy is a good way to resolve this.  The object of circular economy is cleaner production. For example, to reduce toxic materials would thereby mean creating mo...

An Introduction to Sociolinguistics