Empirical model building : data, models, and reality /

"This book presents a hands-on approach to the basic principles of empirical model building through the shrewd mixture of differential equations, computer-intensive methods, and data in a single-volume. It includes a series of real-world statistical problems illustrating modeling skills and techniqu...

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Dades bibliogràfiques
Autor principal: Thompson, James R. (James Robert), 1938-
Format: Electrònic eBook
Idioma:anglès
Publicat: Hoboken, N.J. : John Wiley & Sons, [2011]
Edició:2nd ed.
Col·lecció:Wiley series in probability and statistics ; 794.
Matèries:
Accés en línia:https://biblioteca.ues.edu.sv/acceso/elibro/?url=https%3A%2F%2Felibro.net%2Fereader%2Fbiblioues/180082
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100 1 |a Thompson, James R.  |q (James Robert),  |d 1938- 
245 1 0 |a Empirical model building :  |b data, models, and reality /  |c James R. Thompson. 
250 |a 2nd ed. 
264 1 |a Hoboken, N.J. :  |b John Wiley & Sons,  |c [2011] 
264 4 |c Ã2011 
300 |a xvii, 430 p. :  |b ill. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a data file  |2 rda 
490 1 |a Wiley series in probability and statistics ;  |v 794 
504 |a Includes bibliographical references and index. 
520 |a "This book presents a hands-on approach to the basic principles of empirical model building through the shrewd mixture of differential equations, computer-intensive methods, and data in a single-volume. It includes a series of real-world statistical problems illustrating modeling skills and techniques that are applicable to a broad range of audiences from applied statisticians to practicing MBAs. It covers models of growth and decay, systems where competition and interaction add to the complexity of the model, and discusses both classical and non-classical data analysis methods, alongside an extended list of more than twenty essential topics. The author also includes numerous exercises, an emphasis on computational finance and Bayesian techniques, and timely discussions of epidemics, quality control, and chaos in a dynamic world"--  |c Provided by publisher. 
588 |a Description based on metadata supplied by the publisher and other sources. 
590 |a Electronic resource. Santa Fe, Argentina: elibro, 2025. Available via the World Wide Web. Access may be limited to libraries affiliated with elibro. 
650 0 |a Experimental design. 
650 0 |a Mathematical models. 
650 0 |a Mathematical statistics. 
655 4 |a Electronic books. 
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830 0 |a Wiley series in probability and statistics ;  |v 794. 
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