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Modern Mathematical Statistics with Applications
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kr 286
Modern Mathematical Statistics with Applications
This 3rd edition of Modern Mathematical Statistics with Applications tries to strike a balance between mathematical foundations and statistical practice.  The book provides a clear and current exposition of statistical concepts and methodology, including many examples and exercises based on real data gleaned from publicly available sources. Here is a small but representative selection of scenarios for our examples and exercises based on information in recent articles:
  • Use of the "Big Mac index" by the publication The Economist as a humorous way to compare product costs across nations
  • Visualizing how the concentration of lead levels in cartridges varies for each of five brands of e-cigarettes
  • Describing the distribution of grip size among surgeons and how it impacts their ability to use a particular brand of surgical stapler
  • Estimating the true average odometer reading of used Porsche Boxsters listed for sale on www.cars.com
  • Comparing head acceleration after impact when wearing a football helmet with acceleration without a helmet
  • Investigating the relationship between body mass index and foot load while running
The main focus of the book is on presenting and illustrating methods of inferential statistics used by investigators in a wide variety of disciplines, from actuarial science all the way to zoology.  It begins with a chapter on descriptive statistics that immediately exposes the reader to the analysis of real data.  The next six chapters develop the probability material that facilitates the transition from simply describing data to drawing formal conclusions based on inferential methodology.  Point estimation, the use of statistical intervals, and hypothesis testing are the topics of the first three inferential chapters.  The remainder of the book explores the use of these methods in a variety of more complex settings.

This edition includes many new examples and exercises as well as an introduction to the simulation of events and probability distributions.  There are more than 1300 exercises in the book, ranging from very straightforward to reasonably challenging.  Many sections have been rewritten with the goal of streamlining and providing a more accessible exposition.  Output from the most common statistical software packages is included wherever appropriate (a feature absent from virtually all other mathematical statistics textbooks).  The authors hope that their enthusiasm for the theory and applicability of statistics to real world problems will encourage students to pursue more training in the discipline.

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This 3rd edition of Modern Mathematical Statistics with Applications tries to strike a balance between mathematical foundations and statistical practice.  The book provides a clear and current exposition of statistical concepts and methodology, including many examples and exercises based on real data gleaned from publicly available sources. Here is a small but representative selection of scenarios for our examples and exercises based on information in recent articles:
  • Use of the "Big Mac index" by the publication The Economist as a humorous way to compare product costs across nations
  • Visualizing how the concentration of lead levels in cartridges varies for each of five brands of e-cigarettes
  • Describing the distribution of grip size among surgeons and how it impacts their ability to use a particular brand of surgical stapler
  • Estimating the true average odometer reading of used Porsche Boxsters listed for sale on www.cars.com
  • Comparing head acceleration after impact when wearing a football helmet with acceleration without a helmet
  • Investigating the relationship between body mass index and foot load while running
The main focus of the book is on presenting and illustrating methods of inferential statistics used by investigators in a wide variety of disciplines, from actuarial science all the way to zoology.  It begins with a chapter on descriptive statistics that immediately exposes the reader to the analysis of real data.  The next six chapters develop the probability material that facilitates the transition from simply describing data to drawing formal conclusions based on inferential methodology.  Point estimation, the use of statistical intervals, and hypothesis testing are the topics of the first three inferential chapters.  The remainder of the book explores the use of these methods in a variety of more complex settings.

This edition includes many new examples and exercises as well as an introduction to the simulation of events and probability distributions.  There are more than 1300 exercises in the book, ranging from very straightforward to reasonably challenging.  Many sections have been rewritten with the goal of streamlining and providing a more accessible exposition.  Output from the most common statistical software packages is included wherever appropriate (a feature absent from virtually all other mathematical statistics textbooks).  The authors hope that their enthusiasm for the theory and applicability of statistics to real world problems will encourage students to pursue more training in the discipline.

Produktdetaljer
Sprog: Engelsk
Sider: 975
ISBN-13: 9783030551582
Indbinding: Paperback
Udgave:
ISBN-10: 303055158X
Udg. Dato: 30 apr 2022
Længde: 46mm
Bredde: 177mm
Højde: 254mm
Oplagsdato: 30 apr 2022
Forfatter(e) Kenneth N. Berk, Matthew A. Carlton, Jay L. Devore


Kategori Sandsynlighedsregning og statistik


Sprog Engelsk


Indbinding Paperback


Sider 975


Udgave


Længde 46mm


Bredde 177mm


Højde 254mm


Udg. Dato 30 apr 2022


Oplagsdato 30 apr 2022

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