Nonparametric and semiparametric models
Hardle, Wolfgang
Nonparametric and semiparametric models - Berlin ; New York : Springer, ©2004. - xxvii, 299 pages ; - Springer series in statistics. .
Bibliography & Index
1. Introduction --
Part I. Nonparametric models --
2. Histogram --
3. Nonparametric density estimation --
4. Nonparametric regression --
Part II. Semiparametric models --
5. Semiparametric and generalized regression models --
6. Single index models --
7. Generalized partial linear models --
8. Additive models and marginal effects --
9. Generalized additive models.
It naturally splits into two parts: The first part is intended for undergraduate students majoring in mathematics, statistics, econometrics or biometrics whereas the second part is intended to be used by master and PhD students or researchers.
9783540207221 3540207228
Nonparametric statistics.
Mathematical models.
519.5 / NON
Nonparametric and semiparametric models - Berlin ; New York : Springer, ©2004. - xxvii, 299 pages ; - Springer series in statistics. .
Bibliography & Index
1. Introduction --
Part I. Nonparametric models --
2. Histogram --
3. Nonparametric density estimation --
4. Nonparametric regression --
Part II. Semiparametric models --
5. Semiparametric and generalized regression models --
6. Single index models --
7. Generalized partial linear models --
8. Additive models and marginal effects --
9. Generalized additive models.
It naturally splits into two parts: The first part is intended for undergraduate students majoring in mathematics, statistics, econometrics or biometrics whereas the second part is intended to be used by master and PhD students or researchers.
9783540207221 3540207228
Nonparametric statistics.
Mathematical models.
519.5 / NON