Visualization Archives - Complementary Training

Simple Sensitivity Analysis with R

A sensitivity analysis is a technique used to determine how different values of an independent variable impact a particular dependent variable under a given set of assumptions. This technique is used within specific boun…

Mladen Jovanović September 13, 2018

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Variable Clustering and Archetypal Analysis

I believe that the following video and the accompanying R code and data set will be very useful to sport scientists out there and will teach them extremely pragmatic technique in data mining.

Mladen Jovanović May 8, 2018

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Few Simple Improvements to Monitoring Data Analysis

Most of us are collecting and analyzing training load data and readiness metrics (i.e. GPS training load, sRPE and wellness). The most common analysis method is to use two rolling averages windows – acute (around 7 day…

Mladen Jovanović February 22, 2018

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Why The Concept of Biomotor Abilities is Bullshit

In my opinion, biomotor abilities are ‘dimension reduction’ of the complex perceptual-motor space. Suppose we perform 500 various tests of performance for at least 5000 athletes.

Mladen Jovanović January 23, 2018

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How to Analyze Training Load and Monitoring Data?

In this video I am explaining two methods to deal with missing values and why you should pay attention to the way you are aggregating data (daily, team averages, body soreness, etc).

Mladen Jovanović November 21, 2017

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Power BI Course for Sport Scientists – Video 1

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 sk…

Mladen Jovanović March 4, 2017

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[Playbook] Converting Just Jump to Smart Jump

Coaches and athletes sometime change measurement/testing equipment. The problem is that the estimates from different equipment might differ (and they usually do). There are couple of soutions to this problem...

Mladen Jovanović April 23, 2016

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What Is Propensity Matching and How Can We Improve Validity of Causality Claims?

Researchers usually try to randomize correctly, but sometimes the effect is not in the treatment, but maybe in the difference between group (pre-treatment) or during the treatment (for example volume of training) which s…

Mladen Jovanović March 19, 2016

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Comments on Agile Planning and Scrumban Boards Posts

Danilo Tambone, who is Agile and Project Management expert and the author of Udemy course was kind enough to give me feedback on my recent articles/videos on Agile implementation in training

Mladen Jovanović March 16, 2016

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Managing (High) Performance Teams using Scrumban boards

What can we learn from IT (Agile) and production (Lean) industry in regards of managing of our workflows, identifying bottlenecks in our processes…

Mladen Jovanović March 5, 2016

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Tag: Visualization

Simple Sensitivity Analysis with R

Variable Clustering and Archetypal Analysis

Few Simple Improvements to Monitoring Data Analysis

Why The Concept of Biomotor Abilities is Bullshit

How to Analyze Training Load and Monitoring Data?

Power BI Course for Sport Scientists – Video 1

[Playbook] Converting Just Jump to Smart Jump

What Is Propensity Matching and How Can We Improve Validity of Causality Claims?

Comments on Agile Planning and Scrumban Boards Posts

Managing (High) Performance Teams using Scrumban boards

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