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I have published a book called Statistics for Chemical and Process Engineers: A Modern Approach, now in its second edition. It covers the foundational knowledge of statistics, regression, design of experiments, and stochastic analysis required for chemical and process engineers using matrices and modern methods. Excel® templates and MATLAB® recipes (files) are provided to allow the user to easily implement the various methods. In 2021, a translation of the book in to German, titled Methoden der Statistik und Prozessanalyse: Eine anwendungsorientierte Einführung was published.
Additional information about supplemental material for the book in other languages can be found here.
As well, two companion books that explain how to do statistics using MATLAB and Excel have been published as part of Springer’s essentials series.