Basic data analysis for time series with R /

• Κύριος συγγραφέας: Derryberry, DeWayne R. (Συγγραφέας)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, New Jersey : John Wiley & Sons, Inc., [2014]
• Θέματα: Time-series analysis > Data processing.; R (Computer program language); MATHEMATICS > Probability & Statistics > General.; Electronic books.
• Φυσική περιγραφή: 1 online resource
• Βιβλιογραφία: Includes bibliographical references and index.
• ISBN: 9781118593370; 1118593375; 9781118593363; 1118593367; 9781118593233; 1118593235; 1118422546; 9781118422540; 9781322007595; 1322007594
• DOI: 10.1002/9781118593233

"This book emphasizes the collaborative analysis of data that is used to collect increments of time or space. Written at a readily accessible level, but with the necessary theory in mind, the author uses frequency- and time-domain and trigonometric regression as themes throughout the book. The content includes modern topics such as wavelets, Fourier series, and Akaike's Information Criterion (AIC), which is not typical of current-day "classics." Applications to a variety of scientific fields are showcased. Exercise sets are well crafted with the express intent of supporting pedagogy through recognition and repetition. R subroutines are employed as the software and graphics tool of choice. Brevity is a key component to the retention of the subject matter. The book presumes knowledge of linear algebra, probability, data analysis, and basic computer programming"--
"This book emphasizes the collaborative analysis of data that is used to collect increments of time or space. Written at a readily accessible level, but with the necessary theory in mind, the author uses frequency- and time-domain and trigonometric regression as themes throughout the book"--