In Analytics Advantage, Stas Pupkov digs deeper into fantasy hockey using NHL analytics.

Advanced Analytics: Fantasy Contributions and High-, Medium-, and Low-Danger Goals

By |2024-02-22T06:55:04-05:00February 22nd, 2024|Analytics Advantage|

Building upon our journey through the intricate world of hockey analytics from an earlier article, this article serves as a continuation of our initial exploration, and delves further into the nuanced metrics that reveal the hidden layers of player performance. With a foundation laid in understanding expected goals-for percentages, as well as high-, medium-, and [...]

Analytics Advantage: Corsi-For Percentage and Average Draft Position

By |2024-02-15T07:05:10-05:00February 15th, 2024|Analytics Advantage|

In today's NHL, the fusion of traditional scouting and advanced analytics offers a multifaceted view of player evaluation, transcending beyond simple goal counts and assist tallies. Central to this analytical revolution is the Corsi For Percentage (CF%), a metric that sheds light on a player's ability to influence game play positively. This analysis seeks to [...]

Analytics Advantage: High-Danger Save Percentage, Goals Saved Above Average, and Top Goalie Performances

By |2024-02-08T07:59:40-05:00February 8th, 2024|Analytics Advantage|

The role of goaltenders in hockey is undeniably crucial, influencing the outcome of games and seasons. While traditional statistics like Save Percentage (SV%) and Goals Against Average (GAA) have dominated performance evaluations, they fall short of capturing the full spectrum of a goalie's impact. This article pivots to advanced analytics, particularly High-Danger Save Percentage (HDSV%) [...]

Analytics Advantage: Expected Goals and Individual Points Percentage on the Power Play

By |2024-02-01T07:27:27-05:00February 1st, 2024|Analytics Advantage|

In the strategic landscape of NHL hockey, the potency of power plays cannot be overstated. They are moments where games can pivot, and players' talents can shine or falter under pressure. This article takes a deep dive into the analytical world, focusing on Individual Points Percentage (IPP) and Individual Expected Goals (ixG)—metrics that reveal the [...]

Analytics Advantage: Using Expected Goals and PDO to Identify High-End and Low-End Performers

By |2024-01-25T06:51:52-05:00January 25th, 2024|Analytics Advantage|

In the dynamic world of NHL, the ability to dissect and understand player performance is key to grasping the finer nuances of the game. Advanced analytics have opened new horizons, offering insights that go beyond the surface of traditional statistics. This week, our focus turns to two such groundbreaking metrics: PDO and xGF (Expected Goals [...]

Analytics Advantage: Corsi, Expected Goals, and Rookie Performances This Season

By |2024-01-04T07:29:22-05:00January 4th, 2024|Analytics Advantage|

The NHL's landscape is continually reshaped by the influx of rookie talent, each bringing a fresh wave of skill and potential to the ice. In the realm of fantasy hockey, understanding these emerging stars is crucial. This analysis dives into the heart of rookie performance, leveraging advanced metrics – Corsi per 60 and expected goals [...]

Analytics Advantage: Impact of Defensemen and Quantifying Secondary Stats

By |2023-12-28T07:55:34-05:00December 28th, 2023|Analytics Advantage|

Following our previous analysis of forwards, this article pivots to the vital role of defensemen in hockey. Tasked with the complex duty of safeguarding their end while setting the stage for offense, their contributions are pivotal yet often understated. We delve into the nuanced metrics that capture a defenseman's effectiveness, providing fantasy hockey managers with [...]

Analytics Advantage: Using PDO, Expected Goals, and IPP to Identify Key Contributors

By |2023-12-21T08:23:39-05:00December 21st, 2023|Analytics Advantage|

In the strategic landscape of hockey, understanding the specific roles of forwards, defensemen, and goalies is crucial. This article takes a focused look into how these positions significantly influence both the dynamics of the game and fantasy hockey outcomes. By examining each position's unique contribution to team success, we aim to provide a clear perspective [...]

Analytics Advantage: Questions to Consider At Important Juncture of the Fantasy Hockey Season

By |2023-12-15T07:44:42-05:00December 15th, 2023|Analytics Advantage|

As the chill of December sets in and the holiday season approaches, fantasy hockey enthusiasts find themselves at a crucial juncture in their quest for league domination. This month, often marked by its festive cheer and wintry charm, is equally pivotal in the realm of fantasy hockey. It's a time when the early season excitement [...]

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