Baseball's WAR Evolution and the Rarity of 10-Win Seasons

Resources

Books

• "Moneyball" by Michael Lewis - Mentioned as a foundational text in sports analytics, setting the stage for the podcast's theme.

Research & Studies

• Bill James' "Win Shares" - A precursor to Wins Above Replacement (WAR) in baseball, mentioned as part of the historical development of player evaluation metrics.
• Pete Palmer's "Linear Weights" - Another foundational concept in baseball analytics, contributing to the development of WAR.
• Mitchell Lichtman's "Super Linear Weights" - An advancement on linear weights that incorporated fielding data, cited as part of the evolution of WAR.
• Sean Smith's "Rally Monkey War" (R WAR) - An early version of WAR calculated at Baseball Reference, mentioned in the context of Matt Kemp's performance.
• Fangraphs' WAR calculation (Developed by Dave Cameron and David Appleman) - One of the prominent modern WAR metrics, discussed in contrast to Baseball Reference's WAR.
• Principal Component Analysis on Receiver Stats - Used by Neil Payne to analyze Puka Nacua's efficiency and usage, compressing receiver statistics into two dimensions.

People Mentioned

• Teddy Roosevelt - Mentioned in the context of how sports have changed since his era.
• Michael Jordan - Referenced in a discussion about the greatest basketball player of all time.
• LeBron James - Referenced in a discussion about the greatest basketball player of all time.
• Bill James - A key figure in baseball analytics, credited with developing "Win Shares."
• Pete Palmer - A pioneer in baseball analytics, known for "Linear Weights."
• Mitchell Lichtman - Developed "Super Linear Weights," incorporating fielding data into player evaluation.
• Tom Tango (Tiger Tango) - Credited with pulling together various streams of thought to create a framework for WAR.
• Sean Smith - Created "Rally Monkey War" (R WAR) at Baseball Reference.
• Dave Cameron - Involved in the development of Fangraphs' WAR calculation.
• David Appleman - Involved in the development of Fangraphs' WAR calculation.
• Al Rosen - A player who had a 10 WAR season in 1953, mentioned in the context of rare high WAR performances.
• Aaron Judge - A current player whose performance is discussed in relation to WAR and historical benchmarks.
• Mike Trout - Mentioned as a player who has achieved a 10 WAR season.
• Mookie Betts - Mentioned as a player who has achieved a 10 WAR season.
• Barry Bonds - Mentioned as a player who had a 10 WAR season and was excluded from the Hall of Fame due to scandal.
• Alex Rodriguez (A-Rod) - Mentioned as a player who had a 10 WAR season and was excluded from the Hall of Fame due to scandal.
• Sammy Sosa - Mentioned as a player who had a 10 WAR season and was excluded from the Hall of Fame due to scandal.
• Cal Raleigh - Mentioned in comparison to Aaron Judge regarding MVP discussions and WAR.
• Cooper Flagg - Mentioned as a prospect whose potential is being evaluated.
• Trevor Lawrence - Discussed in the context of generational quarterback prospects and whether he has lived up to expectations.
• Peyton Manning - Used as a benchmark for elite quarterback expectations.
• Andrew Luck - Used as a benchmark for elite quarterback expectations.
• Matthew Stafford - Discussed as a quarterback who has evolved and is having an MVP-caliber season.
• Calvin Johnson - Mentioned as a former teammate of Matthew Stafford in Detroit.
• Puka Nacua - Discussed as an impactful receiver for the Rams, excelling in efficiency and target share.
• Jackson Smith-Njigba - Mentioned in comparison to Puka Nacua regarding target share.
• Aaron Donald - A key defensive player for the Rams, mentioned in the context of their Super Bowl run.
• Matthew Stafford - Discussed as a quarterback who has evolved and is having an MVP-caliber season.
• Puka Nacua - Discussed as an impactful receiver for the Rams, excelling in efficiency and target share.
• Jackson Smith-Njigba - Mentioned in comparison to Puka Nacua regarding target share.
• Aaron Donald - A key defensive player for the Rams, mentioned in the context of their Super Bowl run.
• Sean McVay - Head coach of the Rams, discussed for his managerial skills and coaching success.
• Todd Gurley - Former Rams player, mentioned in the context of earlier McVay-era teams.
• Goff - Former Rams quarterback, mentioned in the context of earlier McVay-era teams.
• Patriots (Bill Belichick) - Mentioned in the context of the Super Bowl loss to the Patriots' defense.
• Patrick Mahomes - Referenced in a discussion about the Kansas City Chiefs.
• Connor Bedard - Discussed as a highly touted young hockey player for the Blackhawks.
• Macklin Celebrini - Mentioned as a consensus number one draft pick in hockey for the Sharks.
• Victor Wembanyama (Wemby) - Referenced as a generational talent in the NBA.
• Caitlin Clark - Referenced as a generational talent in the WNBA.
• Sidney Crosby - Mentioned as a benchmark for young hockey player development.
• Connor McDavid - Mentioned as a benchmark for young hockey player development.
• Mario Lemieux - A legendary hockey player, mentioned in the context of young player development.
• Wayne Gretzky - A legendary hockey player, mentioned in the context of young player development.
• Jaromir Jagr - A legendary hockey player, mentioned in the context of young player development.
• Alex Ovechkin - A legendary hockey player, mentioned in the context of young player development.
• Bobby Orr - A legendary hockey player, mentioned in the context of young defenseman development.
• Macklin Celebrini - Mentioned as a consensus number one draft pick in hockey for the Sharks.
• Matthew Shafer - Mentioned as a top defenseman prospect for the Islanders.
• Patrice Bergeron - Mentioned as a player who has achieved high levels of success without necessarily being the absolute top tier.
• Nikita Kucherov - Mentioned in the context of current league leaders.
• Zion Williamson - Discussed in relation to the New Orleans Pelicans' ownership and team strategy.
• Jordan Poole - Mentioned in relation to the New Orleans Pelicans' team changes.
• Tyrese Haliburton - Discussed in relation to the Indiana Pacers' team strategy.
• David Robinson - Mentioned in relation to the San Antonio Spurs' historical tanking strategy.
• Tim Duncan - Acquired by the Spurs through a tanking strategy.
• Greg Popovich - Mentioned as the coach of the Spurs during their tanking strategy.
• Willie Green - Recently fired coach of the New Orleans Pelicans.
• Jerry Jones - Owner of the Dallas Cowboys, mentioned in the context of owner importance and hubris.
• Steve Ballmer - Owner of the LA Clippers, mentioned in the context of owner importance and hubris.
• Mark Cuban - Former owner of the Dallas Mavericks, mentioned in the context of owner importance and hubris.

Organizations & Institutions

• Wharton School - The institution where the podcast originates.
• Wharton Moneyball Podcast Network - The network distributing the podcast.
• Sports Reference - Mentioned as an employer of Neil Payne.
• MLB (Major League Baseball) - The professional baseball league discussed.
• NBA (National Basketball Association) - The professional basketball league discussed.
• NFL (National Football League) - The professional football league discussed.
• NHL (National Hockey League) - The professional hockey league discussed.
• OKC (Oklahoma City Thunder) - An NBA team discussed for their strong performance and differential.
• Denver Nuggets - An NBA team discussed for their strong performance.
• Houston Rockets - An NBA team discussed for their performance and potential.
• Washington Wizards - An NBA team discussed for their poor performance.
• Indiana Pacers - An NBA team discussed for their tanking strategy.
• San Antonio Spurs - An NBA team discussed for their historical tanking strategy.
• Detroit Pistons - An NBA team discussed as emerging from a tanking cycle.
• Philadelphia Eagles - An NFL team discussed for their performance and potential playoff seeding.
• Seattle Seahawks - An NFL team discussed in relation to the Rams' Simple Rating System.
• New England Patriots - Mentioned in the context of a Super Bowl loss to their defense.
• Kansas City Chiefs - An NFL team discussed for their current performance.
• Chicago Blackhawks - An NHL team that drafted Connor Bedard.
• San Jose Sharks - An NHL team that drafted Macklin Celebrini.
• New York Islanders - An NHL team that drafted Matthew Shafer.
• Pittsburgh Penguins - An NHL team discussed for their surprising season performance.
• Atlanta Falcons - Mentioned in relation to the Rams' draft picks.

Tools & Software

• Substack - A platform where Neil Payne publishes his writing.
• Baseball Reference - A website providing baseball statistics and historical data, mentioned in relation to WAR calculations.
• Fangraphs - A website providing baseball statistics and analysis, mentioned in relation to WAR calculations.
• Pro Football Reference - A website providing football statistics and historical data, mentioned for its "wins above average" stat for coaches.
• FanDuel - A sports betting platform, mentioned for its over/under lines for NBA team wins.
• Inpredictable - A website that provides metrics for predicting NFL game outcomes.

Websites & Online Resources

• Baseball Reference - Mentioned for its WAR calculations and historical baseball data.
• Fangraphs - Mentioned for its WAR calculations.
• Pro Football Reference - Mentioned for its "wins above average" stat for coaches.
• FanDuel - Mentioned for NBA team win projections.
• Inpredictable - Mentioned for NFL game lines.
• 538 - Mentioned as a former employer of Neil Payne, in the context of discussing Zion Williamson.

Other Resources

• WAR (Wins Above Replacement) - A comprehensive metric used to estimate a player's overall contribution to a team.
• Defensive Run Saved (DRS) - A defensive metric used in WAR calculations.
• Total Zone Rating - An older defensive metric that was replaced by DRS in some WAR calculations.
• WPA (Win Probability Added) - A metric used in baseball to assess a player's impact on game outcomes.
• RE24 - Another metric used in baseball for assessing player value.
• Approximate Value (AV) - A metric developed by Bill James to provide a single number for player value across different sports.
• Simple Rating System (SRS) - A metric used in football to adjust for schedule strength and point differential.
• "The Process" - A term used to describe a deliberate tanking strategy in sports.