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"This book presents recently developed statistical methods and theory required for the application of the tools of functional data analysis to problems arising in geosciences, finance, economics and biology. It is concerned with inference based on second order statistics, especially those related to the functional principal component analysis. While it covers inference for independent and identically distributed functional data, its distinguishing feature is an in depth coverage of dependent functional data structures, including functional time series and spatially indexed functions. Specific inferential problems studied include two sample inference, change point analysis, tests for dependence in data and model residuals and functional prediction. All procedures are described algorithmically, illustrated on simulated and real data sets, and supported by a complete asymptotic theory."

"This book is designed to give you all (or at least most of) the tools that youwill need for statistical data analysis. I attempt to provide the background you needto understand what you are doing. I do not prove any theorems and do not applymathematics unless necessary. For all tests, a working Python program is provided.In principle, you just have to define your problem, select the corresponding program,and adapt it to your needs. This should allow you to get going quickly, even if youhave little Python experience. This is also the reason why I have not provided thesoftware as one single Python package. I expect that you will have to tailor eachprogram to your specific setup (data format, plot labels, return values, etc.)."

"Summary: This book presents a complete overview of the powerful but often misused technique of Electrochemical Impedance Spectroscopy (EIS). The book presents a systematic and complete overview of EIS. The book carefully describes EIS and its application in studies of electrocatalytic reactions and other electrochemical processes of practical interest. This book is directed towards graduate students and researchers in Electrochemistry. Concepts are illustrated through detailed graphics and numerous examples. The book also includes practice problems. Additional materials and solutions are available online"