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"A comprehensive introduction to probability and statistics through the perspective of applying it to economic analysis"--

Econometrics --- Probabilities --- Statistics --- Statistical science --- Mathematical statistics --- Econometrics. --- Probabilities. --- Statistics.

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"A straightforward discussion of basic statistical methods, presentations, approaches, and modeling techniques ... This book addresses popular mistakes often made in data collection and provides a guide to accurate statistical analysis and reporting"--From publisher's description.

Statistical science --- Statistics. --- Statistiek. --- Statistical methods --- Data processing --- Data analysis --- Mathematical models

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Statistics --- 519.2 --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Probability. Mathematical statistics --- 519.2 Probability. Mathematical statistics

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The average-case analysis of numerical problems is the counterpart of the more traditional worst-case approach. The analysis of average error and cost leads to new insight on numerical problems as well as to new algorithms. The book provides a survey of results that were mainly obtained during the last 10 years and also contains new results. The problems under consideration include approximation/optimal recovery and numerical integration of univariate and multivariate functions as well as zero-finding and global optimization. Background material, e.g. on reproducing kernel Hilbert spaces and random fields, is provided.

Numerical analysis --- Approximation theory --- Stochastic processes --- Analyse numérique --- Approximatietheorie --- Numerieke analyse --- Processus stochastiques --- Stochastische processen --- Théorie des approximations --- Numerical analysis. --- Statistics . --- Numerical Analysis. --- Statistics, general. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Mathematical analysis

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Operations research --- Probabilities --- Statistics --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Probability --- Statistical inference --- Combinations --- Chance --- Least squares --- Mathematical statistics --- Risk --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory