First heavy-tailed alternative distributions Statisticians in constructing more flexible distributions that can be alternatives Since statistical inference based on the normalĭistribution is sensitive to outliers and errors that have a heavier-tailedĭistribution than the normal, there has. Therefore, probability distributions thatĪre more flexible than the symmetric distributions are oen needed It is well-known that usually symmetric distributions are not suitableįor modeling all type of data.

A summary of each chapter, describes data files, dictionary of statistics, statistical distributions tables, resources and articles including book content. At the end of each chapter, a variety of exercises with answers and solutions are provided using statistical software. The book has 80 data files, each one in its own right and statistical issues related to the expression is used.

are: Of the most important tools used in the Advanced Statistical Methods and Applications' Book is data files that the author of several years of research collected and managed them. The author has tried to use the software to be learned step by step. The aim of the author is that in addition to learning theory and statistical methods, how to use SPSS and Minitab software for Statistical analysis also consider and take action. Advanced Statistical Methods and Applications' Book in 10 chapters, three attachments and 574 pages has been published.

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