Work with over 40 packages to draw inferences from complex datasets and find hidden patterns in raw unstructured data About This Book Unlock and discover how to tackle clusters of raw data through practical examples in R Explore your data and create
Key Features Load, manipulate and analyze data from different sources Gain a deeper understanding of fundamentals of applied statistics A practical guide to performing data analysis in practice What you will learn Navigate the R environment Describe
Intelligent and Evolutionary Systems: The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings (Proceedings in Adaptation, Learning and Optimization) Over the last two decades the field of Intelligent Systems delive
ImputeDB ImputeDB is a SQL database which automatically imputes missing data on-the-fly. Users can issue SQL queries over data with NULL values and ImputeDB will use a regression model to fill in the missing values during the execution of the query.
Matrix factorization is a powerful data analysis tool. It has been used in multivariate time series analysis, leading to the decomposition of the series in a small set of latent factors. However, little is known on the statistical performances of mat
