Posts tagged with ‘Performance Analysis’

  • To Turf or Not to Turf, That is the Question [Part 2]: Applications

    By Mladen Jovanovic on 26/07/2017

    In this video I am deploying the model to make the decision between 5 variations of weekly plan. The goal is to minimize the morning soreness on the day of the game.

  • To Turf or Not to Turf, That is the Question [Part 1]

    By Mladen Jovanovic on 05/07/2017

    In this video I am presenting my “solution” to the problem and provide fake data set, as well as R code for analyzing the data. Having decent predictive model can help us run different optimization algorithms to find the “best” scheduling to minimize/maximize injury risk or performance.

  • Netflix Prize and Injury Prediction Prize

    By Mladen Jovanovic on 13/03/2017

    The Netflix Prize was an open competition for the best collaborative filtering algorithm to predict user ratings for films, based on previous ratings without any other information about the users or films, i.e. without the users or the films being identified except by numbers assigned for the contest. Which made me think – why don’t the “rich” clubs, such...

  • Uncertainty, Heuristics and Injury Prediction

    By Mladen Jovanovic on 07/03/2017

    I was asked by Rod Whiteley and Nicol van Dyk to contribute to the Aspetar Journal targeted topic issue that just got released off the press. I tried to combine my knowledge of predictive analytics, machine learning, philosophy of science, heuristics and practical experience as coach & sport scientist into one article. Hopefully I managed to create readable narrative.

  • Power BI Course for Sport Scientists – Video 1

    By Mladen Jovanovic on 04/03/2017

    I decided to create a course for sport scientists, to get you started with PowerBI. My bet is that PowerBI will become new Excel (if not already) and having the skills needed to produce reports will be needed as Excel skills are needed now. So, knowing how to learn PowerBI will put you ahead of the curve and...

  • Interview with Cristian Osgnach on Metabolic Power

    By Mladen Jovanovic on 18/01/2017

    I had the pleasure to interview Cristian Osgnach, who is one of the leading researchers and pioneers of Metabolic Power concept, as well as involved in GPEXE project, which is 20Hz GPS performance monitor & analytical system for professional sports. Enyoj!

  • Predicting Injuries Using Banister Model – The Addendum

    By Mladen Jovanovic on 14/10/2016

    Predicting Injuries Using Banister Model – The Addendum A year ago I tried to use Banister model to predict injuries, but I recently realized I made an error implementing link function. So, I decided to do one more try and correct the problem. In the video below I am using three training load metrics (RPE Load, Odometer and High...

  • New Books

    By Mladen Jovanovic on 02/10/2016

    Here are some very interesting books: 1) Football Conditioning: a Modern Scientific Approach 2 Book Set - Speed & Agility | Injury Prevention | Periodization Training | Small Sided Games; 2) Strength and Conditioning for Sports Performance; 3) How to Support a Champion: The art of applying science to the elite athlete; 4) What We Need Is Speed: Scientific...

  • Homoeostasis Performance Model

    By Mladen Jovanovic on 03/07/2016

    Homoeostasis Performance Model is a synthesis between Noakes’s Central Governor Model and Schmidt’s Conceptual Model of Human Performance. Some of the Bernstein’s conclusions about motor controler, who controls human movement, were...

  • C.I.S.E.I. Principle and Medium-Long Distance Running

    By Mladen Jovanovic on 24/03/2016

    This is a very old forum post I made in 2006 at CharlieFrancis.com forum. Why I am reposting it? First of all to pull out old stuff under layers of dust, and second to show the difference between utilizing common “aerobic zones” versus using the competitive performance as a prescriptive system.

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