TY - BOOK AU - Hardle, Wolfgang AU - Muller, Marlene AU - Sperlich, Stefan AU - Werwatz, Axel TI - Nonparametric and semiparametric models T2 - Springer series in statistics SN - 9783540207221 U1 - 519.5 PY - 2004/// CY - Berlin ; , New York PB - Springer, KW - Nonparametric statistics KW - Mathematical models N1 - 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 N2 - 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 ER -