Analytics Advantage

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

Analytics Advantage: Save Percentage, Goals Against, and Valuing Goaltenders

By |2023-11-23T10:50:46-05:00November 23rd, 2023|Analytics Advantage|

In fantasy hockey, the performance of goalies is crucial yet complex to predict. As the NHL season progresses, understanding the intricacies of goalie performance becomes increasingly important for fantasy hockey managers. Goalies, distinct from other players in their impact and evaluation, can significantly influence the outcome of fantasy leagues. This season, the variability in goalie [...]

Analytics Advantage: Demystifying and Using PDO to Find Fantasy Value

By |2023-11-16T07:14:42-05:00November 16th, 2023|Analytics Advantage|

PDO is a key metric for evaluating player performance and is often used to measure luck or variance. While PDO can regress towards a league average, suggesting predictability, its interpretation requires caution. A high or low PDO doesn't always signify luck; it can also reflect team strategy or player skill. This article aims to demystify [...]

Analytics Advantage: Comparing Expected Goal Scoring with High-, Medium-, and Low-Danger Scoring

By |2023-11-09T06:43:00-05:00November 9th, 2023|Analytics Advantage|

In the realm of fantasy hockey, where every point can be the difference between triumph and mediocrity, a deeper dive into advanced statistics becomes not just a strategy, but a necessity. This season, we're peeling back the layers of conventional stats to reveal a hidden cove of insights through advanced metrics such as xGF%, HDGF%, [...]

Analytics Advantage: Fantasy Contributions without High Point Totals

By |2023-11-02T06:32:33-04:00November 2nd, 2023|Analytics Advantage|

The NHL season's opening chapter is unfolding, and with it comes the opportunity for fantasy hockey managers to set the tone for their campaign. At this juncture, with the standings still taking shape, conventional wisdom leans heavily on the most apparent statistics: goals, assists, and goaltending victories. However, the astute fantasy manager is already looking [...]

Analytics Advantage: Takeaways/Giveaways, Shot Attempts/Points Per Game, and Player Involvement

By |2023-10-26T06:49:09-04:00October 26th, 2023|Analytics Advantage|

Welcome back. I hope everyone had an amazing experience watching frozen frenzy; it’s good to see ESPN capitalizing on the uber-popular NFL Redzone. As the NHL season gains momentum, so should your fantasy strategies. This week, we're diving into two intriguing metrics that could be game changers for your team: Takeaways vs. Giveaways and iCF [...]

Analytics Advantage: Navigating Complexities Early in the Fantasy Season

By |2023-10-12T06:19:30-04:00October 12th, 2023|Analytics Advantage|

Welcome to the Regular Season of the NHL! As the puck drops and teams hit the ice, fantasy hockey managers are equally busy setting their lineups, making trades, and scouring the waiver wire. The excitement is intense, and the early weeks of the season are a crucial period that can significantly influence your chances of [...]

Analytics Advantage: Common Pitfalls in Fantasy Drafts

By |2023-10-05T05:46:19-04:00October 5th, 2023|Analytics Advantage|

Draft day is not just a pivotal moment; it's the cornerstone upon which your entire fantasy hockey season is built. We've explored the power of NHLe metrics and the revolutionary impact of Player Tracking Technology on player evaluation, but even armed with these advanced analytics, it's easy to make mistakes that can derail your season [...]

Unlocking the Future of Fantasy Hockey with NHL Equivalency and Player Tracking Technology

By |2023-09-07T08:31:40-04:00September 7th, 2023|Analytics Advantage|

The world of fantasy hockey is heavily driven by data and statistical analysis, including traditional metrics such as Zone Start Percentage (ZS%) and Corsi-For Percentage (CF%), standard tools that have been in use since the early to late 2000s. As time has passed and technology has advanced, new frontiers in analytics have emerged, with cutting-edge [...]

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