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The Art of Data Analysis – How to Answer Almost Any Question Using Basic Statistics

Autor KH Jarman
en Limba Engleză Paperback – 20 iun 2013
A friendly and accessible approach to applying statistics in the real world With an emphasis on critical thinking, The Art of Data Analysis: How to Answer Almost Any Question Using Basic Statistics presents fun and unique examples, guides readers through the entire data collection and analysis process, and introduces basic statistical concepts along the way. Leaving proofs and complicated mathematics behind, the author portrays the more engaging side of statistics and emphasizes its role as a problem-solving tool. In addition, light-hearted case studies illustrate the application of statistics to real data analyses, highlighting the strengths and weaknesses of commonly used techniques. Written for the growing academic and industrial population that uses statistics in everyday life, The Art of Data Analysis: How to Answer Almost Any Question Using Basic Statistics highlights important issues that often arise when collecting and sifting through data. Featured concepts include: * Descriptive statistics * Analysis of variance * Probability and sample distributions * Confidence intervals * Hypothesis tests * Regression * Statistical correlation * Data collection * Statistical analysis with graphs Fun and inviting from beginning to end, The Art of Data Analysis is an ideal book for students as well as managers and researchers in industry, medicine, or government who face statistical questions and are in need of an intuitive understanding of basic statistical reasoning.
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Specificații

ISBN-13: 9781118411315
ISBN-10: 1118411315
Pagini: 192
Dimensiuni: 156 x 234 x 11 mm
Greutate: 0.32 kg
Editura: Wiley
Locul publicării:Hoboken, United States

Public țintă

As a textbook or supplement for undergraduate courses such as Introduction to Statistics; Introduction to Basic Statistical Concepts; Introduction to Probability and Statistics; and Introduction to Applied Statistics; as a reference for undergraduate and graduate–level students in fields in which statistics is used; as a reference for applied statisticians, statistical consultants, and researchers in industry, medicine, or government who face statistical questions, and others who need an intuitive understanding of basic statistical concepts; also appropriate for academic and corporate libraries.

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Notă biografică

KRISTIN H. JARMAN, PhD, is Senior Research Scientist at the Pacific Northwest National Laboratory in Richland, Washington, where she applies basic and not-so-basic statistical analyses to her own set of research challenges.

Descriere

With a focus on presenting basic statistical concepts in a friendly and accessible style, this book focuses on the more subjective side of statistics the art of data analysis.