Exponential Family Nonlinear Models

ISBN-13: 9789813083295 / Angielski / Miękka / 1998 / 230 str.

Bo-Cheng Wei

Opis

An examination of exponential family nonlinear models. The differential geometric framework is presented for these models and geometric methods are widely used in this book. The author focuses on regression diagnostics and influence analysis.

Spis treści

Exponential Family.- Exponential Family Nonlinear Models.- Geometric Framework.- Some Second Order Asymptotics.- Confidence Regions.- Diagnostics and Influence Analysis.- Extension.- Appendices.- Bibliography.- Author Index.- Subject Index.