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Statistical Modelling in R
  • Language: en

Statistical Modelling in R

  • Type: Book
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  • Published: 2009-01-29
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  • Publisher: OUP Oxford

A comprehensive treatment of the theory of statistical modelling in R with an emphasis on applications to practical problems and an expanded discussion of statistical theory.

Introduction to Statistical Modelling and Inference
  • Language: en
  • Pages: 444

Introduction to Statistical Modelling and Inference

  • Type: Book
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  • Published: 2022-09-30
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  • Publisher: CRC Press

The complexity of large-scale data sets (“Big Data”) has stimulated the development of advanced computational methods for analysing them. There are two different kinds of methods to aid this. The model-based method uses probability models and likelihood and Bayesian theory, while the model-free method does not require a probability model, likelihood or Bayesian theory. These two approaches are based on different philosophical principles of probability theory, espoused by the famous statisticians Ronald Fisher and Jerzy Neyman. Introduction to Statistical Modelling and Inference covers simple experimental and survey designs, and probability models up to and including generalised linear (r...

Statistical Inference
  • Language: en
  • Pages: 256

Statistical Inference

  • Type: Book
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  • Published: 2010-06-02
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  • Publisher: CRC Press

Filling a gap in current Bayesian theory, Statistical Inference: An Integrated Bayesian/Likelihood Approach presents a unified Bayesian treatment of parameter inference and model comparisons that can be used with simple diffuse prior specifications. This novel approach provides new solutions to difficult model comparison problems and offers direct

Statistical Modelling in GLIM
  • Language: en
  • Pages: 390

Statistical Modelling in GLIM

The analysis of data by statistical modelling is becoming increasingly important. This book presents both the theory of statistical modelling with generalized linear models and the application of the theory to practical problems using the widely available package GLIM. The authors have takenpains to integrate the theory with many practical examples which illustrate the value of interactive statistical modelling. Throughout the book theoretical issues of formulating and simplifying models are discussed, as are problems of validating the models by the detection of outliers and influential observations. The book arises from short courses given at the University of Lancaster's Centre for Applied...

Introductory Statistics with Applications in General Insurance
  • Language: en
  • Pages: 298

Introductory Statistics with Applications in General Insurance

This is a new edition of a very successful introduction to statistical methods for general insurance practitioners. No prior statistical knowledge is assumed, and the mathematical level required is approximately equivalent to school mathematics. Whilst the book is primarily introductory, the authors discuss some more advanced topics, including simulation, calculation of risk premiums, credibility theory, estimation of outstanding claim provisions and risk theory. All topics are illustrated by examples drawn from general insurance, and references for further reading are given. Solutions to most of the exercises are included. For the new edition the opportunity has been taken to make minor improvements and corrections throughout the text, to rewrite some sections to improve clarity, and to update the examples and references. A new section dealing with estimation has also been added.

Statistical Modelling in GLIM 4
  • Language: en
  • Pages: 584

Statistical Modelling in GLIM 4

"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 publisher.

Statistical Modelling
  • Language: en
  • Pages: 328

Statistical Modelling

This volume presents the published proceedings of the lOth International Workshop on Statistical Modelling, to be held in Innsbruck, Austria from 10 to 14 July, 1995. This workshop marks an important anniversary. The inaugural workshop in this series also took place in Innsbruck in 1986, and brought together a small but enthusiastic group of thirty European statisticians interested in statistical modelling. The workshop arose out of two G LIM conferences in the U. K. in London (1982) and Lancaster (1985), and from a num ber of short courses organised by Murray Aitkin and held at Lancaster in the early 1980s, which attracted many European statisticians interested in Generalised Linear Modelli...

Statistical Modeling of the National Assessment of Educational Progress
  • Language: en
  • Pages: 170

Statistical Modeling of the National Assessment of Educational Progress

The purpose of this book is to evaluate a new approach to the analysis and reporting of the large-scale surveys for the National Assessment of Educational Progress carried out for the National Center for Education Statistics. The need for a new approach was driven by the demands for secondary analysis of the survey data by researchers who needed analyses more detailed than those published by NCES, and the need to accelerate the processing and publication of results from the surveys. This new approach is based on a full multilevel statistical and psychometric model for students’ responses to the test items, taking into account the design of the survey, the backgrounds of the students, and the classes, schools and communities in which the students were located. The authors detail a fully integrated single model that incorporates both the survey design and the psychometric model by extending the traditional form of the psychometric model to accommodate the design structure while allowing for student, teacher, and school covariates.

Statistical Analysis of Questionnaires
  • Language: en
  • Pages: 324

Statistical Analysis of Questionnaires

  • Type: Book
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  • Published: 2015-07-23
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  • Publisher: CRC Press

Statistical Analysis of Questionnaires: A Unified Approach Based on R and Stata presents special statistical methods for analyzing data collected by questionnaires. The book takes an applied approach to testing and measurement tasks, mirroring the growing use of statistical methods and software in education, psychology, sociology, and other fields.

Fiji
  • Language: en
  • Pages: 240

Fiji

  • Type: Book
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  • Published: 2014-11-11
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  • Publisher: ANU Press

Few people have been in the unique position of being able to observe and record the dramatic changes that have taken place in the islands of Fiji over the past 80 years than fourth-generation citizen, Daryl Tarte. He writes emotively, in great detail, about his personal experience of growing up on a remote island during the colonial era, when races were segregated, and white people lived an elite existence. Following independence, he has been personally involved with many of the key economic, political and social activities that have evolved and enabled the nation to progress during the 20th century. These include the sugar industry, tourism, commerce and industry, religion, the media, women and of course, the coups. His observations into the complexities of leadership in these areas of national development are fascinating and perceptive. Much of the story is told through the eyes of the many people of all races with whom he has interacted. Fiji is made up of over 300 unique islands. Tarte has been to many of them, and in a final chapter he gives an insightful commentary of how different they all are.