This book gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. Offering more details on the topics than similar book...Lasīt vairāk
This book gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. Offering more details on the topics than similar book...Lasīt vairāk
Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through syste...Lasīt vairāk
For practicing engineers and scientists, Fang (mathematics, Hong Kong Baptist U.), Ruze Li (statistics, Pennsylvania State U.-University Park), and Agus Sudjianto, a risk manager at a bank in North Carolina, explain the fundamentals of designing and...Lasīt vairāk
