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In order to make the material accessible to a wider audience, we have not provided proofs in the text. Annotation "The book is intended for applied researchers and students who may not have quantitative backgrounds. From the reviews of Statistical Methods in Analytical Chemistry, First Edition: "This book is extremely valuable. The authors supply many very useful programs along with their source code. The book presents statistical ideas in the context of biological and agricultural scien This book collects peer-reviewed contributions on modern statistical methods and topics, stemming from the third workshop on Analytical Methods in Statistics, AMISTAT 2019, held in Liberec, Czech Republic, on September 16-19, 2019. In this book the range of statistical methods available for such tasks are described in detail, with the advantages and disadvantages of each technique clarified by use of examples. 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