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Deborah Pearlstein
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Richard Primus
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Alice Ristroph
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Neil Siegel
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David Super
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Nelson Tebbe
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Mark Tushnet
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Adam Winkler
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Compendium of posts on Hobby Lobby and related cases
The Anti-Torture Memos: Balkinization Posts on Torture, Interrogation, Detention, War Powers, and OLC
The Anti-Torture Memos (arranged by topic)
Recent Posts
The Value of Statistics
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The Value of Statistics
Ian Ayres
Crosspost from Freakonomics: Last week’s excellent Times article on the high salaries being paid to statisticians is just one sign of the market value of number crunching. As I wrote in the afterword to the paperback version of Super Crunchers: To this list of billion-dollar purchases we can now add IBM’s acquisition of stat software provider SPSS for a mere $1.2 billion. But in some ways, an even more eye-opening market test is for a much smaller amount. Microsoft shelled out $115 million to buy Farecast.com, a company that crunches numbers to tell you whether you should buy an airline ticket now or wait until closer to when your flight leaves. I’ve long been a fan of the Farecast predictions (which wonderfully include estimates of their own precision): It was a wonderful decision of Microsoft to use Farecast predictions as a central element of Bing Travel. Still, $115 million surprises me. Farecast has terabytes of data but in some sense it is just running something close to a very simple multivariate regression. It goes to show that thinking up the right regression to run can be worth millions.
In 2007, there were three major acquisitions of “business intelligence” firms: in April, Oracle purchased Hyperion Solutions Corp. for about $3.3 billion; in October, SAP purchase Business Objects for $4.8 billion; and, in November, IBM announced its $4.9 billion purchase of Cognos. These multi-billion dollar acquisitions of firms whose sole product is number crunching is powerful evidence that data-driven decision making has market value.
Posted
3:24 PM
by Ian Ayres [link]
Books by Balkinization Bloggers
Linda C. McClain and Aziza Ahmed, The Routledge Companion to Gender and COVID-19 (Routledge, 2024)
David Pozen, The Constitution of the War on Drugs (Oxford University Press, 2024)
Jack M. Balkin, Memory and Authority: The Uses of History in Constitutional Interpretation (Yale University Press, 2024)
Mark A. Graber, Punish Treason, Reward Loyalty: The Forgotten Goals of Constitutional Reform after the Civil War (University of Kansas Press, 2023)
Jack M. Balkin, What Roe v. Wade Should Have Said: The Nation's Top Legal Experts Rewrite America's Most Controversial Decision - Revised Edition (NYU Press, 2023)
Andrew Koppelman, Burning Down the House: How Libertarian Philosophy Was Corrupted by Delusion and Greed (St. Martin’s Press, 2022)
Gerard N. Magliocca, Washington's Heir: The Life of Justice Bushrod Washington (Oxford University Press, 2022)
Joseph Fishkin and William E. Forbath, The Anti-Oligarchy Constitution: Reconstructing the Economic Foundations of American Democracy (Harvard University Press, 2022)
Mark Tushnet and Bojan Bugaric, Power to the People: Constitutionalism in the Age of Populism (Oxford University Press 2021).
Mark Philip Bradley and Mary L. Dudziak, eds., Making the Forever War: Marilyn B. Young on the Culture and Politics of American Militarism Culture and Politics in the Cold War and Beyond (University of Massachusetts Press, 2021).
Jack M. Balkin, What Obergefell v. Hodges Should Have Said: The Nation's Top Legal Experts Rewrite America's Same-Sex Marriage Decision (Yale University Press, 2020)
Frank Pasquale, New Laws of Robotics: Defending Human Expertise in the Age of AI (Belknap Press, 2020)
Jack M. Balkin, The Cycles of Constitutional Time (Oxford University Press, 2020)
Mark Tushnet, Taking Back the Constitution: Activist Judges and the Next Age of American Law (Yale University Press 2020).
Andrew Koppelman, Gay Rights vs. Religious Liberty?: The Unnecessary Conflict (Oxford University Press, 2020)
Ezekiel J Emanuel and Abbe R. Gluck, The Trillion Dollar Revolution: How the Affordable Care Act Transformed Politics, Law, and Health Care in America (PublicAffairs, 2020)
Linda C. McClain, Who's the Bigot?: Learning from Conflicts over Marriage and Civil Rights Law (Oxford University Press, 2020)
Sanford Levinson and Jack M. Balkin, Democracy and Dysfunction (University of Chicago Press, 2019)
Sanford Levinson, Written in Stone: Public Monuments in Changing Societies (Duke University Press 2018)
Mark A. Graber, Sanford Levinson, and Mark Tushnet, eds., Constitutional Democracy in Crisis? (Oxford University Press 2018)
Gerard Magliocca, The Heart of the Constitution: How the Bill of Rights became the Bill of Rights (Oxford University Press, 2018)
Cynthia Levinson and Sanford Levinson, Fault Lines in the Constitution: The Framers, Their Fights, and the Flaws that Affect Us Today (Peachtree Publishers, 2017)
Brian Z. Tamanaha, A Realistic Theory of Law (Cambridge University Press 2017)
Sanford Levinson, Nullification and Secession in Modern Constitutional Thought (University Press of Kansas 2016)
Sanford Levinson, An Argument Open to All: Reading The Federalist in the 21st Century (Yale University Press 2015)
Stephen M. Griffin, Broken Trust: Dysfunctional Government and Constitutional Reform (University Press of Kansas, 2015)
Frank Pasquale, The Black Box Society: The Secret Algorithms That Control Money and Information (Harvard University Press, 2015)
Bruce Ackerman, We the People, Volume 3: The Civil Rights Revolution (Harvard University Press, 2014)
Balkinization Symposium on We the People, Volume 3: The Civil Rights Revolution
Joseph Fishkin, Bottlenecks: A New Theory of Equal Opportunity (Oxford University Press, 2014)
Mark A. Graber, A New Introduction to American Constitutionalism (Oxford University Press, 2013)
John Mikhail, Elements of Moral Cognition: Rawls' Linguistic Analogy and the Cognitive Science of Moral and Legal Judgment (Cambridge University Press, 2013)
Gerard N. Magliocca, American Founding Son: John Bingham and the Invention of the Fourteenth Amendment (New York University Press, 2013)
Stephen M. Griffin, Long Wars and the Constitution (Harvard University Press, 2013)
Andrew Koppelman, The Tough Luck Constitution and the Assault on Health Care Reform (Oxford University Press, 2013)
James E. Fleming and Linda C. McClain, Ordered Liberty: Rights, Responsibilities, and Virtues (Harvard University Press, 2013)
Balkinization Symposium on Ordered Liberty: Rights, Responsibilities, and Virtues
Andrew Koppelman, Defending American Religious Neutrality (Harvard University Press, 2013)
Brian Z. Tamanaha, Failing Law Schools (University of Chicago Press, 2012)
Sanford Levinson, Framed: America's 51 Constitutions and the Crisis of Governance (Oxford University Press, 2012)
Linda C. McClain and Joanna L. Grossman, Gender Equality: Dimensions of Women's Equal Citizenship (Cambridge University Press, 2012)
Mary Dudziak, War Time: An Idea, Its History, Its Consequences (Oxford University Press, 2012)
Jack M. Balkin, Living Originalism (Harvard University Press, 2011)
Jason Mazzone, Copyfraud and Other Abuses of Intellectual Property Law (Stanford University Press, 2011)
Richard W. Garnett and Andrew Koppelman, First Amendment Stories, (Foundation Press 2011)
Jack M. Balkin, Constitutional Redemption: Political Faith in an Unjust World (Harvard University Press, 2011)
Gerard Magliocca, The Tragedy of William Jennings Bryan: Constitutional Law and the Politics of Backlash (Yale University Press, 2011)
Bernard Harcourt, The Illusion of Free Markets: Punishment and the Myth of Natural Order (Harvard University Press, 2010)
Bruce Ackerman, The Decline and Fall of the American Republic (Harvard University Press, 2010)
Balkinization Symposium on The Decline and Fall of the American Republic
Ian Ayres. Carrots and Sticks: Unlock the Power of Incentives to Get Things Done (Bantam Books, 2010)
Mark Tushnet, Why the Constitution Matters (Yale University Press 2010)
Ian Ayres and Barry Nalebuff: Lifecycle Investing: A New, Safe, and Audacious Way to Improve the Performance of Your Retirement Portfolio (Basic Books, 2010)
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Jack M. Balkin, The Laws of Change: I Ching and the Philosophy of Life (2d Edition, Sybil Creek Press 2009)
Brian Z. Tamanaha, Beyond the Formalist-Realist Divide: The Role of Politics in Judging (Princeton University Press 2009)
Andrew Koppelman and Tobias Barrington Wolff, A Right to Discriminate?: How the Case of Boy Scouts of America v. James Dale Warped the Law of Free Association (Yale University Press 2009)
Jack M. Balkin and Reva B. Siegel, The Constitution in 2020 (Oxford University Press 2009)
Heather K. Gerken, The Democracy Index: Why Our Election System Is Failing and How to Fix It (Princeton University Press 2009)
Mary Dudziak, Exporting American Dreams: Thurgood Marshall's African Journey (Oxford University Press 2008)
David Luban, Legal Ethics and Human Dignity (Cambridge Univ. Press 2007)
Ian Ayres, Super Crunchers: Why Thinking-By-Numbers is the New Way to be Smart (Bantam 2007)
Jack M. Balkin, James Grimmelmann, Eddan Katz, Nimrod Kozlovski, Shlomit Wagman and Tal Zarsky, eds., Cybercrime: Digital Cops in a Networked Environment (N.Y.U. Press 2007)
Jack M. Balkin and Beth Simone Noveck, The State of Play: Law, Games, and Virtual Worlds (N.Y.U. Press 2006)
Andrew Koppelman, Same Sex, Different States: When Same-Sex Marriages Cross State Lines (Yale University Press 2006)
Brian Tamanaha, Law as a Means to an End (Cambridge University Press 2006)
Sanford Levinson, Our Undemocratic Constitution (Oxford University Press 2006)
Mark Graber, Dred Scott and the Problem of Constitutional Evil (Cambridge University Press 2006)
Jack M. Balkin, ed., What Roe v. Wade Should Have Said (N.Y.U. Press 2005)
Sanford Levinson, ed., Torture: A Collection (Oxford University Press 2004)
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