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An up-to-date, comprehensive account of major issues in finite mixture modeling
This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas such as unsupervised pattern recognition, speech recognition, and medical imaging, the book describes the formulations of the finite mixture approach, details its methodology, discusses aspects of its implementation, and illustrates its application in many common statistical contexts.
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Between 1929 and 1945, two great travails were visited upon the American people: the Great Depression and World War II. This book tells the story of how Americans endured, and eventually prevailed, in the face of those unprecedented calamities.
The Depression was both a disaster and an opportunity. As David Kennedy vividly demonstrates, the economic crisis of the 1930s was far more than a simple reaction to the alleged excesses of the 1920s. For more than a century before 1929, America's unbridled industrial revolution had gyrated through repeated boom and bust cycles, wastefully...