This book covers the statistical models and methods that are used to understand human genetics, following the historical and recent developments of human genetics. Starting with Mendel's first experiments to genome-wide association studies, the book describes how genetic informa…
Pt. 1: Inverse problems and estimation -- Pt. 2: Modelling of random fields -- Pt. 3: Methods and algorithms -- Pt. 4: Appendices.
Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images are acquired from a microscope, telescope, satellite, or medical imaging device, there is a statistical image processing task: the …
"Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of G…
Applied longitudinal analysis
by Laird, Nan M., Fitzmaurice, Garrett M., Ware, James H.
"Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of G…
"Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of G…
The impact of computer systems that can understand natural language will be tremendous. To develop this capability we need to be able to automatically and efficiently analyze large amounts of text. Manually devised rules are not sufficient to provide coverage to handle the compl…
This text deals primarily with the analysis of point set data to describe an object's shape. It discusses the theory behind the statistical analysis of shape and examines how it can be applied to a broad variety of subjects.
This text deals primarily with the analysis of point set data to describe an object's shape. It discusses the theory behind the statistical analysis of shape and examines how it can be applied to a broad variety of subjects.
Presents comprehensive examples of risk/uncertainty analyses from braod range of applications.
