Statistical Methods for the Social Sciences

Inbunden, Engelska, 2017

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Beskrivning

For courses in Statistical Methods for the Social Sciences .

Statistical methods applied to social sciences, made accessible to all through an emphasis on concepts Statistical Methods for the Social Sciences introduces statistical methods to students majoring in social science disciplines. With an emphasis on concepts and applications, this book assumes you have no previous knowledge of statistics and only a minimal mathematical background. It contains sufficient material for a two-semester course. The 5th Edition gives you examples and exercises with a variety of “real data.” It includes more illustrations of statistical software for computations and takes advantage of the outstanding applets to explain key concepts, such as sampling distributions and conducting basic data analyses. It continues to downplay mathematics–often a stumbling block for students–while avoiding reliance on an overly simplistic recipe-based approach to statistics.

Produktinformation

Utgivningsdatum:2017-05-29
Mått:210 x 260 x 25 mm
Vikt:1 157 g
Format:Inbunden
Språk:Engelska
Antal sidor:608
Upplaga:5
Förlag:Pearson Education
ISBN:9780134507101

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Mer om författaren

About our author Alan Agresti is Distinguished Professor in the Department of Statistics at the University of Florida. He has been teaching statistics there for 30 years, including the development of 3 courses in statistical methods for social science students and 3 courses in categorical data analysis. He is author of over 100 refereed article and 4 texts including Statistics: The Art and Science of Learning From Data (with Christine Franklin, Pearson, 4th edition 2017) and Categorical Data Analysis (Wiley, 3rd edition 2012). He is a Fellow of the American Statistical Association and recipient of an Honorary Doctor of Science from De Montfort University in the UK. In 2003 he was named Statistician of the Year by the Chicago chapter of the American Statistical Association and in 2004 he was the first honoree of the Herman Callaert Leadership Award in Biostatistical Education and Dissemination awarded by the University of Limburgs, Belgium. He has held visiting positions at Harvard University, Boston University, London School of Economics, and Imperial College and has taught courses or short courses for universities and companies in about 20 countries worldwide. He has also received teaching awards from UF and an excellence in writing award from John Wiley & Sons.

Innehållsförteckning

IntroductionSampling and MeasurementDescriptive StatisticsProbability DistributionsStatistical Inference: EstimationStatistical Inference: Significance TestsComparison of Two GroupsAnalyzing Association between Categorical VariablesLinear Regression and CorrelationIntroduction to Multivariate RelationshipsMultiple Regression and CorrelationModel Building with Multiple RegressionLogistic Regression: Modeling Categorical ResponsesAn Introduction to Advanced Methodology