Descriptive statistics for samples; Probability; Random variables and their distributions; Two random variables; Sampling; Estimation; Hypothesis testing; Analysis of variance; Introduction to regression; Regression theory; Multiple regression; Correlation; Bayesian decision theory; Nonparametric statistics; Chi square tests; Maximum likelihood estimation.
This classic book provides a rigorous introduction to basic probability theory and statistical inference that is well motivated by interesting, relevant applications. The new edition features many new, real-data based exercises and examples, an increased emphasis on the analysis of statistical output and greater use of graphical techniques and statistical methods in quality improvement.
Van Gogh in Saint-Remy and Auvers is the sequel to the highly acclaimed exhibition catalogue Van Gogh in Arles. The seventy paintings, eighteen drawings, and one etching selected for the present volume--drawn from public and private collections throughout Europe, the United States, and Asia for exhibition at the Metropolitan Museum of Art--include some of Vincent van Gogh's most famous images. Remarkable for their intensity and clarity of expression, they trace the development of van Gogh as an artist from May 1889, when he left Arles for a private asylum in Saint-Remy-de-Provence, some fifteen miles northeast of Arles, to his death in Auvers-sur-Oise, near Paris, in July 1890.
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