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  An Introduction to Optimization: With Applications to Machine Learning (5th Edition) 

  K. P. Chong, Edwin; -Sheng Lu, Wu; H. Zak, Stanislaw (Wiley, 2023)

  An Introduction to Optimization Accessible introductory textbook on optimization theory and methods, with an emphasis on engineering design, featuring MATLAB® exercises and worked examples Fully updated to reflect ...
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  Applied linear statistical models 

  Kutner, Michael H.; Nachtsheim, Christopher J.; Neter, John; Li, William (McGraw-Hill, 2005)

  This book is the long established leading authoritative text and reference on statistical modeling. For students in most any discipline where statistical analysis or interpretation is used, ALSM serves as the standard work. ...
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  All of statistics : a concise course in statistical inference 

  Wasserman, Larry A. (Springer, 2004)

  This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book ...
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  Understanding statistics for the social sciences with IBM SPSS 

  Ho, Robert (CRC Press, 2018)

  Modern statistical software provides the ability to compute statistics in a timely, orderly fashion. This introductory statistics textbook presents clear explanations of basic statistical concepts and introduces students ...
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  Multivariate data analysis 

  Hair, Joseph F.; Black, William C.; Babin, Barry J.; Anderson, Rolph E. (Cengage Learning EMEA, 2019)

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