Federico J. Villatoro
Turning complex systems data into actionable insights for Researchers in Ecoloy, Health, Competitive-Climbing. Find my research and publications here. đ§ââď¸đ
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My latest Work
The Architect of Variance: How Routesetting Difficulty Dictates Climbingâs Statistical Reality
The Architect of Variance: How Routesetting Difficulty Dictates Climbingâs Statistical Reality
The Architect of Variance: How Routesetting Difficulty Dictates Climbingâs Statistical Reality
On the competition mats, a strange paradox plays out every weekend, from the absolute pinnacle of the sport down to regional youth events.
PCL_V-Rank
PCL_V-Rank
PCL-Round I - Forecast
PCL-Round I - Forecast
Style Efficiency Comparisson (IFSC Data)
Style Efficiency Comparisson (IFSC Data)
V_Rank_FEDME_ABS_F_2026 (BOULDER)
V_Rank_FEDME_ABS_F_2026 (BOULDER)
V_Rank_FEDME_ABS_F_2026 (BOULDER)
V_Rank_FEDME_ABS_F_2026 (BOULDER)
A New Framework for Performance in Competitive Climbing
A New Framework for Performance in Competitive Climbing
A New Framework for Performance in Competitive Climbing
Why we must stop confusing "Capacity" with "Execution."
Beyond Physiology - by Federico J. Villatoro
Beyond Physiology - by Federico J. Villatoro
Understanding Climbing's "Capacity vs. Execution" Puzzle Through Ecological Hierarchy and Motor Control (Article 2 of the "New Framework" Series)
The Anatomy of a Forecast: Spotting champions, wildcards, and 'fragile favorites' at the Bouldering World Championships.
The Anatomy of a Forecast: Spotting champions, wildcards, and 'fragile favorites' at the Bouldering World Championships.
In elite sport climbing, a World Championship semi-final is a high-stakes, chaotic environment.
The Anatomy of a Forecast Series: A Tale of Three Models: In Search of a Podium Forecast
The Anatomy of a Forecast Series: A Tale of Three Models: In Search of a Podium Forecast
Why our âsmartestâ model worked for men but failed for women â a case study in the Competition Paradox.
The Competition Paradox (Pre-print)
The Competition Paradox (Pre-print)
PDF | This study represents the first quantitative effort to disentangle an athlete's performance from the powerful influence of the competition... | Find, read and cite all the research you need on ResearchGate
Stylistic Determinants of Success in Elite Bouldering (Pre-Print)
Stylistic Determinants of Success in Elite Bouldering (Pre-Print)
PDF | Why do elite climbers fail on certain boulder problems, and what is the true cost of an extra attempt? This study addresses these questions by... | Find, read and cite all the research you need on ResearchGate
Federico Villatoro | Research Associate. Data Analysis Lab | Doctor (PhD) | Research profile
Federico Villatoro | Research Associate. Data Analysis Lab | Doctor (PhD) | Research profile
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