speed_accel: Speed-Acceleration Model
In aaronzpearson/midsprint: {midsprint} makes building in-game player profiles easy
Description
Usage
Arguments
Value
Description
This function returns an athlete's theoretical maximal speed and acceleration from their game data, called using the game_data function.
When called upon, you will see the athlete's information displayed in the console. When you save the function to an object, it will return a data.frame with the player's information. The data.frame is less formatted than the original call but contains the same information.
The model relies on multiple helper functions. These functions convert the original game data to metric, and the linear model is fit using a least squares regression. The model is fit to a minimum r squared value of 0.95.
The speed-acceleration function is modelled based on Morin and colleagues work: https://www.researchgate.net/publication/351607405_Individual_acceleration-speed_profile_in-situ_A_proof_of_concept_in_professional_football_players
You can also call upon accel_speed for the same output.
Usage
1
2
3
Arguments
game_data
An athlete's game data.
Value
An athlete's theoretical max speed and max accel.
aaronzpearson/midsprint documentation built on Dec. 26, 2021, 12:02 a.m.
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Description Usage Arguments Value
Description
This function returns an athlete's theoretical maximal speed and acceleration from their game data, called using the game_data function. When called upon, you will see the athlete's information displayed in the console. When you save the function to an object, it will return a data.frame with the player's information. The data.frame is less formatted than the original call but contains the same information.
The model relies on multiple helper functions. These functions convert the original game data to metric, and the linear model is fit using a least squares regression. The model is fit to a minimum r squared value of 0.95.
The speed-acceleration function is modelled based on Morin and colleagues work: https://www.researchgate.net/publication/351607405_Individual_acceleration-speed_profile_in-situ_A_proof_of_concept_in_professional_football_players
You can also call upon accel_speed for the same output.
Usage
1 2 3 |
Arguments
game_data |
An athlete's game data. |
Value
An athlete's theoretical max speed and max accel.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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