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Title : Statistical Models in S
ISBN : 0412053012
Release Date : 1991-10-01
Number of Pages :
Author :

Statistical model Wikipedia A statistical model is a mathematical model that embodies a set of statistical assumptions concerning the generation of sample data and similar data from a larger populationA statistical model represents often in considerably idealized form the datagenerating process A statistical model is usually specified as a mathematical relationship between one or more random variables and other Statistical Models STAT home A statistical model is a probability distribution constructed to enable inferences to be drawn or decisions made from data This idea is the basis of most tools in the statistical workshop in which it plays a central role by providing economical and insightful summaries of the information available Statistical Models IBM Moreover the model allows for the dependent variable to have a nonnormal distribution It covers the functionality of a wide number of statistical models including linear regression logistic regression loglinear models for count data and intervalcensored survival models Statistical Models in S Statistical Models in S extends the S language to fit and analyze a variety of statistical models including analysis of variance generalized linear models additive models local regression and treebased models The contributions of the ten authorsmost of whom work in the statistics research department at ATT Bell Statistical Models in S SpringerLink The interactive data analysis and graphics language S Becker Chambers and Wilks 1988 has become a popular environment for both data analysts and research statisticians A common complaint however has concerned the lack of statistical modeling tools such as those provided by GLIM© or GENSTAT© Statistical Models in S Google Books This book contains a collection of ten articles by noted statistical researchers on implementing recent ideas in statistical computing using S The software S can be purchased from ATT Bell Laboratories in North Carolina or Statistical Science Inc in Seattle WA WHAT IS A STATISTICAL MODEL University of Chicago statistical model is a parameter set together with a function P →PS which assigns to each parameter point θ ∈ a probability distribution Pθ on S Here PSis the set of all probability distributions onS In much of the following it is important to distinguish between the model as a functionP →PSand the associated set of The Purpose of Statistical Models Video Lesson Now lets talk about types of statistical models and how they are used Types of Statistical Models Before you can understand the types of statistical models you must first understand the reason