Analytics Stories: Using Data to Make Good Things Happen eTextbook by Wayne L. Winston

Complete eTextbook Content:
Part I What Happened?
Chapter 1 Preliminaries
Chapter 2 Was the 1969 Draft Lottery Fair?
Chapter 3 Who Won the 2000 Election: Bush or Gore?
Chapter 4 Was Liverpool Over Barcelona the Greatest Upset in Sports History?
Chapter 5 How Did Bernie Madoff Keep His Fund Going?
Chapter 6 Is the Lot of the American Worker Improving?
Chapter 7 Measuring Income Inequality with the Gini, Palm, and Atkinson Indices
Chapter 8 Modeling Relationships Between Two Variables
Chapter 9 Intergenerational Mobility
Chapter 10 Is Anderson Elementary School a Bad School?
Chapter 11 Value-Added Assessments of Teacher Effectiveness
Chapter 12 Berkeley, Buses, Cars, and Planes
Chapter 13 Is Carmelo Anthony a Hall of Famer?
Chapter 14 Was Derek Jeter a Great Fielder?
Chapter 15 “Drive for Show and Putt for Dough?”
Chapter 16 What’s Wrong with the NFL QB Rating?
Chapter 17 Some Sports Have All the Luck
Chapter 18 Gerrymandering
Chapter 19 Evidence-Based Medicine
Chapter 20 How Do We Compare Hospitals?
Chapter 21 What Is the Worst Health Care Problem in My Country?
Part II What Will Happen?
Chapter 22 Does a Mutual Fund’s Past Performance Predict Future Performance?
Chapter 23 Is Vegas Good at Picking NFL Games?
Chapter 24 Will My New Hires Be Good Employees?
Chapter 25 Should I Go to State U or Princeton?
Chapter 26 Will My Favorite Sports Team Be Great Next Year?
Chapter 27 How Did Central Bankers Fail to Predict the 2008 Recession?
Chapter 28 How Does Target Know If You’re Pregnant?
Chapter 29 How Does Netflix Recommend Movies and TV Shows?
Chapter 30 Can We Predict Heart Attacks in Real Time?
Chapter 31 Is Proactive Policing Effective?
Chapter 32 Guess How Many are Coming to Dinner?
Chapter 33 Can Prediction Markets Predict the Future?
Chapter 34 The ABCs of Polling
Chapter 35 How Did Buzzfeed Make the Dress Go Viral?
Chapter 36 Predicting Game of Thrones TV Ratings
Part III Why Did It Happened?
Chapter 37 Does Smoking Cause Lung Cancer?
Chapter 38 Why are the Houston Rockets a Good Basketball Team?
Chapter 39 Why Have Sacrifice Bunts and Intentional Walks Nearly Disappeared?
Chapter 40 Do NFL Teams Pass Too Much and Go for It Often Enough on Fourth Down?
Chapter 41 What Caused the 1854 London Cholera Outbreak?
Chapter 42 What Affects the Sales of a Retail Product?
Chapter 43 Why Does the Pareto Principle Explain So Many Things?
Chapter 44 Does Where You Grow Up Matter?
Chapter 45 The Waiting is the Hardest Part
Chapter 46 are Roundabouts a Good Idea?
Chapter 47 Red Light, Green Light, or No Light?
Part IV How Do I Make Good Things Happen?
Chapter 48 How Can We Improve K–12 Education?
Chapter 49 Can A/B Testing Improve My Website’s Performance?
Chapter 50 How Should I Allocate My Retirement Portfolio?
Chapter 51 How Do Hedge Funds Work?
Chapter 52 How Much Should We Order and When Should We Order?
Chapter 53 How Does the UPS Driver Know the Order to Deliver Packages?
Chapter 54 Can Data Win a Presidential Election?
Chapter 55 Can Analytics Save Our Republic?
Chapter 56 Why Do I Pay Too Much on eBay?
Chapter 57 Can Analytics Recognize, Predict, or Write a Hit Song?
Chapter 58 Can an Algorithm Improve Parole Decisions?
Chapter 59 How Do Baseball Teams Decide Where to Shift Fielders?
Chapter 60 Did Analytics Help the Mavericks Win the 2011 NBA Title?
Chapter 61 Who Gets the House in the Hamptons?

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Name: Analytics Stories: Using Data to Make Good Things Happen
Author: Wayne L. Winston
Edition: 1st
ISBN: 978-1-119-64604-4
Type: eTextbook

This is a eBook for the actual textbook of Analytics Stories: Using Data to Make Good Things Happen, by Wayne L. Winston.

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