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Statistical Estimation and Hypothesis Testing: Methods and Applications - Softcover

Boutouil, Saloua; Harchaoui, Bilal; Settati, Adel

 
9786630278927: Statistical Estimation and Hypothesis Testing: Methods and Applications

Inhaltsangabe

This book is devoted to the fundamental methods of statistical inference. It is primarily intended for undergraduate and graduate students, students in preparatory classes and engineering schools, as well as instructors and professionals who wish to acquire or strengthen their knowledge of statistical analysis. The aim of this textbook is to present, in a progressive and rigorous manner, the principal tools of statistical estimation and hypothesis testing. Each method is developed through a pedagogical approach that emphasizes the underlying assumptions, theoretical foundations, computational procedures, and interpretation of the results. To promote a lasting understanding of the concepts, each chapter combines theoretical background, key formulas, illustrative examples, and fully worked exercises. This approach enables readers to progressively master statistical methods and apply them rigorously to real-world problems.We hope that this book will serve as a useful, clear, and accessible learningresource for both examination preparation and the practical application ofstatistics in the scientific, medical, economic, and engineering fields.

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Über die Autorin bzw. den Autor

Dr. Saloua Boutouil, Dr. Bilal Harchaoui, and Dr. Adel Settati hold Ph.D.s in Applied Mathematics and specialize in probability, statistics, and stochastic modeling in epidemiology and ecology.

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