Statistics - Concepts And Controversies

Informationen zum Autor DAVID S. MOORE is Shanti S. Gupta Distinguished Professor of Statistics at Purdue University! USA. He received his A.B. from Princeton (1962) and the Ph.D. from Cornell (1967)! both in Mathematics. He has written many research papers in statistical theory and served on the editorial boards of several major journals. Professor Moore is an elected fellow of the American Statistical Association and of the Institute of Mathematical Statistics! and an elected member of the International Statistical Institute. He has served as programme director for statistics and probability at the National Science Foundation. He was 1998 President of the American Statistical Association. Klappentext In the sixth edition of his landmark text! David Moore emphasizes the concepts and applications of statistics from a wide range of fields - encouraging students to see the meaning behind statistical results. Moore's emphasis on ideas and data with minimal computation is acknowledged as the most effective way to teach non-mathematical students. Zusammenfassung The resources that statisticians use directly affect people! government and society. Opinion polls influence political opinion; statistical evidence supports medical advances. In this edition! the author emphasizes the concepts and applications of statistics from a wide range of fields. Inhaltsverzeichnis PART ONE: PRODUCING DATA.- Where Does Data Come From?.- Samples! Good and Bad.- What Do Samples Tell Us?.- Sample Surveys in the Real World.- Experiments! Good and Bad.- Experiments in the Real World.- Data Ethics.- Measuring.- Do the Numbers Make Sense?.- Review I: Producing Data.- PART TWO: ORGANIZING DATA.- Graphs Good and Bad.- Displaying Distributions with Graphs.- Describing Distributions with Numbers.- Normal Distributions.- Describing Relationships: Scatterplots and Correlation.- Describing Relationships: Regression! Prediction! and Causation.- The Consumer Price Index and Government Statistics.- Review II: Organizing Data.- PART THREE: CHANCE.- Thinking about Chance.- Probability Models.- Simulation.- The House Edge: Expected Values.- Review III: Chance.- PART FOUR: INFERENCE.- What is a Confidence Interval? .- What is a Test of Significance? .- Use and Abuse of Statistical Inference .- Two-Way Tables and the Chi-square Test .- Inference About a Population Means .- PART FOUR: Review. ...

Détails du produit

• Auteurs: David S. Moore, William I. Notz, William I. (Ohio State University) Notz
• Edition: Freeman, W.H. and Co
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 09.11.2005
• EAN: 9780716786368
• ISBN: 978-0-7167-8636-8
• Pages: 561
• Dimensions: 184 mm x 235 mm x 25 mm
• Thèmes: WH Freeman; WH Freeman
• Catégorie: Sciences naturelles, médecine, informatique, technique > Mathématiques > Théorie des probabilités, stochastique, statistiques