Analytics Advantage

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

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 [...]

Analytics Advantage: Efficiency in Fantasy Hockey with Ice Time and Shooting Percentage

By |2023-12-07T07:18:25-05:00December 7th, 2023|Analytics Advantage|

As the fantasy hockey season crosses its one-third mark, a critical reassessment of earlier strategies becomes essential. This article revisits previous analyses, offering a mid-season update enriched with the latest data and advanced metrics. By re-evaluating player performances and statistical trends at this crucial juncture, we aim to provide a grounded, data-driven perspective for fantasy [...]

Analytics Advantage: Expected Goals Against and Actual Goals Against for Goaltenders

By |2023-11-30T06:50:42-05:00November 30th, 2023|Analytics Advantage|

In the high-stakes world of NHL goaltending, success is often measured by more than just the traditional metrics. This week, we turn our analytical lens towards a more nuanced evaluation of goalie performances, focusing on the comparison between Expected Goals Against (xGA) and Actual Goals Against. This approach allows us to delve deeper into the [...]

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