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The Art of Data Analysis – How to Answer Almost Any Question Using Basic Statistics HOW TO ANSWER ALMOST ANY QUESTION USING BASIC STATISTICS




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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 06/2013





Trama

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.




Note Editore

This book focuses on the more subjective side of statistics - the art of data analysis.  Using a handful of fun examples, each chapter asks a single question, illustrating the different ways that questions can be answered with techniques taught in any introductory statistics course.  This book introduces topics as way to answer specific questions, emphasizing statistics' role as a problem solving tool.  The author does not provide theorems, propositions, or formulas, but rather treats statistics as a tool - a tool for thinking critically, a tool for wading through large volumes of information, and a tool for answering life's important questions.  Each chapter asks one main question and answers it using the art of data analysis.  Along the way, basic concepts like descriptive statistics and regression are introduced, and important complicating issues such as skewed distributions and outliers are addressed.  The book aims to be valuable not only to students of undergraduate statistics, but also managers, medical professionals, and anyone who has to make decisions based on raw data or compiled results.  Since the examples are fun, engaging, and non-application specific, this book appeals to a broad audience of students and professionals alike.  Chapter coverage includes: an introduction; the many uses of descriptive statistics; probability and statistics; probability and sample distributions; confidence intervals; hypothesis tests; regression; statistical correlation; data collection; and statistical analysis with graphs.




Sommario

A friendly and accessible approach to applying statistics in the real worldWith 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.










Altre Informazioni

ISBN:

9781118411315

Condizione: Nuovo
Dimensioni: 234 x 11 x 156 mm Ø 297 gr
Formato: Brossura
Pagine Arabe: 192


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