Forecasting Time Series Data in R

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I have Time Series data for basketball players in the NBA for 2013. The columns are Date, Player, FG, FGA, 3P, 3PA, 2P, 2PA, FT, FTA, REB, ect.

I would like R to split the data frame by each player, apply a forecasting model to each players statistics and then return a new data frame that results predicted stats for each player.

I would also like to use the HoltWinters - exponential smoothing model of forecasting so that each player's forecast is dependent on its own smoothing constant (alpha). Beta and Gamma will be set to FALSE.

I have R and am just looking for the code. Attached is an example of the data. All variables after "player" need to be forecast. I pan on running this script every day. The data i will be using will consist of every NBA player including data from all games in 2013. Please feel free to rearrange my logic if you feel you can achieve the same result.

Skills: Statistics

See more: nba stats, r gamma, time series, statistics R, r], in r, games in c++, fga, data in, data forecasting, series script, time series forecasting, logic games, forecasting model, time series script, statistics script code, basketball player, data time series, split data, time games, time model, basketball data, basketball games, beta data, time running

About the Employer:
( 0 reviews ) United States

Project ID: #5117881

8 freelancers are bidding on average $152 for this job

kmittal

I have done similar forecasting problems before (recent one being horse race prediction). 1. Let me rephrase the problem (Correct wherever wrong): For each player, some performance scores are given for each date.I More

$300 USD in 10 days
(13 Reviews)
4.5
renardpaul

Hello, I can implement for you a R program that will read your csv file, split the data per player and apply a HoltWinters forecasting model for each column of your data (3 column onward). Obviously, I could give More

$250 USD in 7 days
(1 Review)
3.7
theconometrician

With exemplay record of R consultancy on Elance.com, I am here to help you. I will do it perfectly if you wish me to check with you. I am providing short bio and couple of lines of my codes for references: As an ins More

$277 USD in 3 days
(4 Reviews)
3.3
mahjabin12345

Hello There, I am a statistician with more than 2 years of working experience. I can do your job. I have done so many works using time series. I have done ARIMA, SARIMA, HoltWinters - exponential smoothing model etc. More

$200 USD in 10 days
(1 Review)
0.3
srbhgaur

The problem at hand - predicting scores fro various players - will be better targeted by understanding correlations between various variables. Also at first glance, the sudden score drop does not appear to be result More

$111 USD in 10 days
(0 Reviews)
0.0
cosmos

This is my day to day work. I believe this work should be very easy for me considering my expertise in data mining/ML with experience of 3.5 years after my Masters in CS (specialization in ML). I am just starting at fr More

$88 USD in 20 days
(0 Reviews)
0.0
Xcoder88

Hi, This is only tentative bid. I need more information to bid on this project. I have seen the data. Can you send me R Model. Also, I believe you need report on each player so we need to work on report layout a More

$111 USD in 3 days
(0 Reviews)
0.0
sqlvba

Hello, I've made a function which requires name of the file with basketball data and a season frequency for Holt-Winters method. Custom alpha is not yet implemented and output is not yet a data frame, but it's not a pr More

$31 USD in 3 days
(0 Reviews)
0.0
xiddw

Hi, If I understand your requirements, what you want is to forecast each one of the statistics (FG, FGA, X3P, PTS) for each one of your basketball players, and store its predictions in a similar data frame to the or More

$150 USD in 5 days
(0 Reviews)
0.0