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The Art of Data Analysis : = how to ...

Jarman, Kristin H.

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The Art of Data Analysis : = how to answer almost any question using basic statistics /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	The Art of Data Analysis :/ Kristin H. Jarman.
其他題名:	how to answer almost any question using basic statistics /
作者:	Jarman, Kristin H.
出版者:	Hoboken, New Jersey :John Wiley & Sons Inc., : 2013.,
面頁冊數:	ix, 179 p. :ill., charts ;24 cm.
標題:	Mathematical statistics -
ISBN:	9781118411315 (pbk.) :

The Art of Data Analysis : = how to answer almost any question using basic statistics /
Jarman, Kristin H.

The Art of Data Analysis :how to answer almost any question using basic statistics /Kristin H. Jarman. - Hoboken, New Jersey :John Wiley & Sons Inc.,2013. - ix, 179 p. :ill., charts ;24 cm.

Includes bibliographical references and index.

Statistics : the life of the party -- The Basics --

With an emphasis on critical thinking, this book 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 studes 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 everday life, this book highlights important issues that often arise when collecting and sifting through data. Featured concepts include: descriptive statistics, probability and sample distribution, hypothesis tests, statistical correlation, statistical analysis with graphs, analysis of vairance, confidence intervals, regression, and data collection. Fun and inviting from beginning to end, this book 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.--Back cover.

ISBN: 9781118411315 (pbk.) :US59.95

LCCN: 2013000381Subjects--Topical Terms:

646437
Mathematical statistics

LC Class. No.: QA276.12 / .J35 2013

Dewey Class. No.: 519.5

The Art of Data Analysis : = how to answer almost any question using basic statistics /
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100 1 $a Jarman, Kristin H. $3 2047251
245 1 0 $a The Art of Data Analysis : $b how to answer almost any question using basic statistics / $c Kristin H. Jarman.
260 # $a Hoboken, New Jersey : $b John Wiley & Sons Inc., $c 2013.
300 $a ix, 179 p. : $b ill., charts ; $c 24 cm.
504 $a Includes bibliographical references and index.
505 0 # $g The Basics -- $t Statistics : the life of the party -- $t Lions, and tigers, and ... bigfoot? Oh, my : how questionable data can screw up an otherwise perfectly good statistical analysis -- $t Asteroid belts and spandex cars : using descriptive statistics to answer your most weighty questions -- $t Baseball, game shows, and sidekicks : who cares about probability anyway? -- $t What it's like to be normal : probability distributions and one rule that could make you wildly popular -- $g What a few estimates and a little probability can do for you -- $t Men are insensitive and women are illogical. Really : asserting your stereotypes with confidence -- $t Godzilla versus King Kong : how hypothesis tests can be used to settle the battle of the movie monsters -- $t Lab rats and roommates : analysis of variance and how to channel your inner mad scientist -- $t When the Zombie flu went viral : regressing the myth out of urban myths -- $t Appendix A : Critical values for the standard normal distribution -- $t Appendix B : Critical values for the T-distribution -- $t Appendix C : Critical values for the Chi-Squared distribution.
520 # $a With an emphasis on critical thinking, this book 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 studes 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 everday life, this book highlights important issues that often arise when collecting and sifting through data. Featured concepts include: descriptive statistics, probability and sample distribution, hypothesis tests, statistical correlation, statistical analysis with graphs, analysis of vairance, confidence intervals, regression, and data collection. Fun and inviting from beginning to end, this book 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.--Back cover.
650 # 0 $a Mathematical statistics $3 646437