Closed

Forecasting & Regression Methods/Algorithims

We need someone who is very experienced in applying different forecasting and regression methods/algorithms to multiple time series of data collected in a daily frequency and forecast (or regress) future values of the same variable(s) in a daily frequency. Also the resource needs to be skilled in Java so that the forecasting/regression algorithms or processes can be translated into Java functions which can be integrated into an existing Java application.

The forecasting needs to be PRECISE so that we can be rest assured that there will be not more than a 3% variance between the daily forecasted values produced by the functions created by the resource and the actual values after they are eventually collected for these variables when the future business day comes to pass.

The time series of data that needs to be foretasted/regressed displays monthly, weekly (day of the week) and seasonality trends. Also multiple forecasting/regression algorithms will need to be coded in order to accommodate different sets of time series data. In certain cases we may have anywhere from 30 days to 1 year worth of historical time series data (daily frequency), so may be regression algorithms may be more appropriate. In other cases we may have more than 2 years worth of time series data (daily frequency) so a forecasting algorithm like the ''Holtz Winter'' algorithm may be more appropriate.

This is an urgent project and may result in an ongoing permanent position.

Skills: Java, Software Architecture

See more: series 7 application, algorithm of the day, algorithims, variance, regression, data forecasting, multiple regression project, java time series forecast, multiple regression, daily time series, rest java project, java regression, time series project, forecast project years, rest project java, java rest project, monthly data daily data, need year forecast business, frequency time java, time series forecasting, java data forecast, daily algorithm, algorithm daily, java regression algorithm, java regression algorithms

About the Employer:
( 66 reviews ) Peshawar, Pakistan

Project ID: #4398593

7 freelancers are bidding on average $506 for this job

DenialWang

much experiences, contact me should you need my help, thanks/denial

$550 USD in 10 days
(3 Reviews)
3.5
JavaGuruLV

Experienced Java developer with background in statistics, want to help you

$330 USD in 10 days
(4 Reviews)
2.8
gojkid

Expert in Java.

$352 USD in 3 days
(2 Reviews)
2.0
amanvsh

Respected Sir!!!! I've read your requirements and i'm ready to work with you... although we're new to freelancer but we've worked a lot in local markets.. so all i want from you is to trust us.. and we wont let it do More

$605 USD in 20 days
(0 Reviews)
0.0
oracleb

I am an expert java developer and have great experience in stochastic and statistics I can apply other novel predicting algorithms like Neural Network to your data set too, I am familiar with game theory and stochastic More

$605 USD in 10 days
(0 Reviews)
0.0
NoEajJepbMQp

Hello, We are freelance software developers. If you contact us, we can give a quote for your project and we can discuss the details. w w w . so l v er . i o

$550 USD in 3 days
(0 Reviews)
0.0
jimmyanick

Hi I have 5 years experience in developing forecasting (prediction) algorithms. Please see PMB for more details.

$550 USD in 10 days
(0 Reviews)
0.0
sushantdevilish

Best in algorithms

$550 USD in 12 days
(0 Reviews)
0.0