Spline Regression Models

Häftad, Engelska, 2001

Del 137 i serien Quantitative Applications in the Social Sciences

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Beskrivning

Spline Regression Models shows the nuts-and-bolts of using dummy variables to formulate and estimate various spline regression models. For some researchers this will involve situations where the number and location of the spline knots are known in advance, while others will need to determine the number and location of spline knots as part of the estimation process. Through the use of a number of straightforward examples, the authors will show readers how to work with both types of spline knot situations as well as offering practical, down-to-earth information on estimating splines.

Produktinformation

Utgivningsdatum:2001-12-05
Mått:139 x 215 x 5 mm
Vikt:100 g
Format:Häftad
Språk:Engelska
Serie:Quantitative Applications in the Social Sciences
Antal sidor:80
Upplaga:1
Förlag:SAGE Publications
ISBN:9780761924203

Utforska kategorier

Sociologi inom Samhälle och politik

Mer om författaren

Lawrence C. Marsh is a professor emeritus in economics at the University of Notre Dame, where he taught statistics and graduate econometrics for 30 years, and served as visiting professor in psychology at Avila University in Kansas City, MO, where he taught statistics and research methods. He also taught applied regression analysis in the MBA program at the University of Chicago’s Booth School of Business in 2010. He served as director of Notre Dame’s PhD program in economics for 13 years and has served on over 80 PhD dissertation committees. He served as statistical design strategist and head of analytics for Internet company Adknowledge. He has published hundreds of articles in professional journals including Journal of Econometrics, Marketing Science, Statistics in Medicine, as well as book chapters and books, including the SAGE book: Spline Regression Models in 2002 (Chinese edition 2018), Brain on Fire in 2010, and Money Flow in a Dynamic Economy in 2020.

Recensioner i media

"I would recommend this book as a nice and easy-to-read introduction to spline models."

Innehållsförteckning

1. General Introduction2. Introduction to Spline Models3. Splines with Known Knot Locations4. Splines with Unknown Knot Locations5. Splines with an Unknown Number of Knots6. Summary and Conclusions