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Statistical Programming in SAS

的圖書
Statistical Programming in SAS Statistical Programming in SAS

作者:Bailer 
出版社:CRC Press
出版日期:2019-12-09
語言:英文   規格:平裝 / 362頁 / 普通級/ 初版
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圖書名稱:Statistical Programming in SAS

內容簡介

Statistical Programming in SAS Second Edition provides a foundation for programming to implement statistical solutions using SAS, a system that has been used to solve data analytic problems for more than 40 years. The author includes motivating examples to inspire readers to generate programming solutions. Upper-level undergraduates, beginning graduate students, and professionals involved in generating programming solutions for data-analytic problems will benefit from this book. The ideal background for a reader is some background in regression modeling and introductory experience with computer programming.

The coverage of statistical programming in the second edition includes

Getting data into the SAS system, engineering new features, and formatting variables

Writing readable and well-documented code

Structuring, implementing, and debugging programs that are well documented

Creating solutions to novel problems

Combining data sources, extracting parts of data sets, and reshaping data sets as needed for other analyses

Generating general solutions using macros

Customizing output

Producing insight-inspiring data visualizations

Parsing, processing, and analyzing text

Programming solutions using matrices and connecting to R

Processing text

Programming with matrices

Connecting SAS with R

Covering topics that are part of both base and certification exams.

 

作者簡介

A. John Bailer, PhD, PStat(R), is a University Distinguished Professor and a founding chair

of the Department of Statistics and an affiliate member of the Departments of Biology and

Sociology and Gerontology as well as the Institute for the Environment and Sustainability

at the Miami University in Oxford, Ohio. He is President of the International Statistical

Institute (2019-2021). He previously served on the Board of Directors of the American

Statistical Association. He is a Fellow of the American Statistical Association, the Society

for Risk Analysis, and the American Association for the Advancement of Science. His

research has focused on the quantitative risk estimation but has collaborations addressing

problems in toxicology, environmental health, and occupational safety. He received

the E. Phillips Knox Distinguished Teaching Award in 2018 after previously receiving the

Distinguished Teaching Award for Excellence in Graduate Instruction and Mentoring and

the College of Arts and Science Distinguished Teaching Award. He is also the co-founder

and continuing panelist on the Stats+Stories podcast (www.statsandstories.net).

 

詳細資料

  • ISBN:9780367357979
  • 規格:平裝 / 362頁 / 普通級 / 初版
  • 出版地:英國
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