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Springer Texts in Statistics Wolfgang Karl Härdle · Vladimir Spokoiny · Vladimir Panov · Weining Wang Basics of Modern Mathematical Statistics Exercises and Solutions Statistics e complexity of today’s statistical data calls for modern mathematical tools. Many fields of science make use of mathematical statistics and require continuous updating on statistical technologies. Practice makes perfect, since mastering the tools makes them applicable. Our book of exercises and solutions offers a wide range of applications and numerical solutions based on R. In modern mathematical statistics, the purpose is to provide statistics students with a number of basic exercises and also an understanding of how the theory can be applied to real-world problems. e application aspect is also quite important, as most previous exercise books are mostly on theoretical derivations. Also we add some problems from topics often encountered in recent research papers. e book was written for statistics students with one or two years of coursework in mathematical statistics and probability, professors who hold courses in mathematical statistics, and researchers in other fields who would like to do some exercises on math statistics. 1 STS Springer Texts in Statistics Wolfgang Karl Härdle Vladimir Spokoiny Vladimir Panov Weining Wang Basics of Modern Mathematical Statistics Exercises and Solutions Basics of Modern Mathematical Statistics Härdle · Spokoiny · Panov · Wang 9 783662 523865 ISBN 978-3-662-52386-5

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ISBN 978-3-642-36849-3

Springer Texts in Statistics

Wolfgang Karl Härdle · Vladimir Spokoiny · Vladimir Panov · Weining Wang

Basics of Modern Mathematical Statistics Exercises and Solutions

Statistics

9 783642 368493

Th e complexity of today’s statistical data calls for modern mathematical tools. Many fi elds of science make use of mathematical statistics and require continuous updating on statistical technologies. Practice makes perfect, since mastering the tools makes them applicable. Our book of exercises and solutions off ers a wide range of applications and numerical solutions based on R. In modern mathematical statistics, the purpose is to provide statistics students with a number of basic exercises and also an understanding of how the theory can be applied to real-world problems.

Th e application aspect is also quite important, as most previous exercise books are mostly on theoretical derivations. Also we add some problems from topics often encountered in recent research papers.

Th e book was written for statistics students with one or two years of coursework in mathematical statistics and probability, professors who hold courses in mathematical statistics, and researchers in other fi elds who would like to do some exercises on math statistics.

1

STSSpringer Texts in Statistics

Wolfgang Karl HärdleVladimir SpokoinyVladimir PanovWeining Wang

Basics of Modern Mathematical StatisticsExercises and Solutions

Basics of Modern M

athematical

StatisticsHärdle · Spokoiny · Panov · W

ang

9 783662 523865

ISBN 978-3-662-52386-5