Download A Whistle-Stop Tour of Statistics by Brian S. Everitt PDF

By Brian S. Everitt

Entrance conceal; commitment; desk of content material; Preface; 1. a few fundamentals and Describing info; 2. chance; three. Estimation; four. Inference; five. research of Variance versions; 6. Linear Regression types; 7. Logistic Regression and the Generalized Linear version; eight. Survival research; nine. Longitudinal info and Their research; 10. Multivariate information and Their Analysis.

""I imagine that Everitt has been fairly profitable. the entire regular issues, similar to likelihood, estimation, speculation trying out, research of variance, and regression, are mentioned. The dialogue is brief, to the purpose, readable, and trustworthy. additionally, there are the extra 'advanced' issues of logistic regression, survival research, longitudinal info research, and multivariate research, therefore offering the reader with a quick advent to a wide range of the tools within the statistical arsenal with out getting slowed down intimately. ... a short, yet stable, creation to stats. ... excellen. Read more...

summary: entrance disguise; commitment; desk of content material; Preface; 1. a few fundamentals and Describing info; 2. likelihood; three. Estimation; four. Inference; five. research of Variance versions; 6. Linear Regression types; 7. Logistic Regression and the Generalized Linear version; eight. Survival research; nine. Longitudinal information and Their research; 10. Multivariate facts and Their Analysis.

""I imagine that Everitt has been relatively winning. the entire average issues, comparable to likelihood, estimation, speculation trying out, research of variance, and regression, are mentioned. The dialogue is brief, to the purpose, readable, and trustworthy. moreover, there are the extra 'advanced' themes of logistic regression, survival research, longitudinal information research, and multivariate research, therefore delivering the reader with a brief advent to a big selection of the equipment within the statistical arsenal with out getting slowed down intimately. ... a quick, yet strong, creation to statistical data. ... excellen

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Which estimator is preferable will depend on properties of their sampling distribution, in particular the variance of this distribution, with the estimator having a smaller variance being preferred. The method of moments approach to estimation is intuitive and straightforward but there are times when it fails or cannot be applied at all. The method has been largely displaced by methods known to be more statistically efficient, primarily maximum likelihood. 4 ESTIMATIon By MAxIMuM LIkELIhooD maximum likelihood estimation (mlE): A method of estimation based on trying to find from the sample values a numerical value of an unknown parameter that is ‘most likely’ to have produced the data, where ‘most likely’ is judged from the likelihood function.

Sample: A sub-set of the individuals that make up a population. Variable types: Nominal/categorical, ordinal, interval, ratio. Bar chart: A graphic for displaying the frequencies of the categories of a categorical variable. Pie chart: A graphic for displaying the relative frequencies associated with the observed values of a categorical variable. Dotplot: A graphic for displaying quantitative data which are labelled in some way. Histogram: A graphical representation of a frequency distribution table in which class frequencies are represented by the areas of rectangles centred on the class interval.

SuGGESTED READInG Altman, DG (1991) Practical Statistics for Medical Research, Chapman & Hall, London. Daly, F, Hand, DJ, Jones, MC, Lunn, AD and McConway, KJ (1995) Statistics, Addison Wesley, Wokingham. Everitt, BS and Palmer, CR (2010) Encyclopaedic Companion to Medical Statistics, Wiley, Chichester. H. , New York. 1 PRoBABILITy Events: The results of experiments or observations. Compound and simple events need to be distinguished. For example, consider the age of a person, x. Each particular value of x represents a simple event, whereas the statement that a person is in her fifties describes the compound event that x lies between 50 and 60.

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