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In addition, there are several topics that go somewhat beyond the basics but that ought to be present in an introductory course: simulation, the Poisson process, the law of large numbers, and the central limit theorem. •Fundamentals of Chemometrics -Introduction to Chemometrics -Measurements -The Data Analysis Procedure •Basic Modeling -Principal Component Analysis -Scores and Loadings •Advanced Modeling -Partial Least Squares -Latent Variables -Scores and Loadings -Calibration and Validation -Prediction •Case Study "Statistics is the branch of scientific method which deals with the data obtained by counting or measuring the properties of populations of natural phenomena. 1.2 The Branches of Statistics. the fundamentals of statistics and introduce you to concepts that are used throughout this book. The Five Basic Words of Statistics The five words population, sample, parameter, statistic (singular), and variable form the basic vocabulary of statistics. Rating: 4.6 out of 5. 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