Books

14 results found
Title Authors Description OpenBook ID
Generalized, linear, and mixed models Generalized, linear, and mixed models Charles E McCulloch Wiley Series in Probability and Statistics A modern perspective on mixed models The availability of powerful computing methods in recent decades has thrust linear and nonlinear mixed models into th… OL12004745W
Dynamic Linear Models with R Dynamic Linear Models with R Patrizia Campagnoli State space models have gained tremendous popularity in recent years in as disparate fields as engineering, economics, genetics and ecology. After a detailed introduction to general state space model… OL16925703W
Statistical models and causal inference Statistical models and causal inference David Freedman "David A. Freedman presents here a definitive synthesis of his approach to causal inference in the social sciences. He explores the foundations and limitations of statistical modeling, illustrating b… OL16928555W
Growth curve models and statistical diagnostics Growth curve models and statistical diagnostics Jian-Xin Pan,Kai-Tai Fang "This book provides a comprehensive introduction to the theory of growth curve models with an emphasis on statistical diagnostics. A variety of issues relating to model development, estimation, infer… OL18639065W
Multivariate statistical modelling based on generalized linear models Multivariate statistical modelling based on generalized linear models Ludwig Fahrmeir,Gerhard Tutz "The authors give a detailed introductory survey of the subject based on the analysis of real data drawn from a variety of subjects, including the biological sciences, economics, and the social scien… OL18738882W
Linear Regression Analysis Linear Regression Analysis John P. Hoffmann,Kevin Shafer Linear Regression Analysis: Assumptions and Applications is designed to provide students with a straightforward introduction to a commonly used statistical model that is appropriate for making sense … OL19636269W
Statistical Modeling, Linear Regression and ANOVA Statistical Modeling, Linear Regression and ANOVA Hamid Ismail Statistical modeling is a branch of advanced statistics and a critical component of many applications in science and business. This book is an attempt to satisfy the need of mathematical statistician… OL23612893W
Modelling survival data in medical research Modelling survival data in medical research D. Collett Provides an outstanding text for upper-level and graduate courses in survival analysis, biostatistics, and time-to-event analysis. This edition features a more detailed treatment of topics such as pa… OL3603423W
A course in linear models A course in linear models Anant M. Kshirsagar This book would serve as a suitable text for a course in linear models. The Kshirsagar book is specifically designed for a one-semester course, and one would have to move quickly to cover every- thin… OL3747339W
Sample size choice Sample size choice Robert E. Odeh A guide to testing statistical hypotheses for readers familiar with the Neyman-Pearson theory of hypothesis testing including the notion of power, the general linear hypothesis (multiple regression) … OL4097717W
Nonparametric methods in general linear models Nonparametric methods in general linear models Madan Lal Puri Presents a systematic account of the theory of rank order statistics as applied to the problems of general linear models. Offers a unified approach to general multivariate linear models with an empha… OL4452505W
Prior information in linear models Prior information in linear models Helge Toutenburg ix, 215 pages : 24 cm OL4715076W
Statistical modelling with GLIM 4 Statistical modelling with GLIM 4 Murray A. Aitkin "This text examines the theory of statistical modelling with generalised linear models. It also looks at applications of the theory to practical problems, using the GLIM4 package"--Provided by publis… OL5720152W
Survey of Statistical Design and Linear Models Survey of Statistical Design and Linear Models Jagdish N Srivastava Designs and estimators for variance components. Combined intra- and inter block estimation of tretment effects incomplete block designs. Updating methods for linear models for the addition or deletio… OL8389370W