You will get the best econometric models designs and machine learning solutions

Ruben I.
Ruben I. Ruben I.
4.9
Top Rated

Let a pro handle the details

Buy Data Modeling services from Ruben, priced and ready to go.

You will get the best econometric models designs and machine learning solutions

Ruben I.
Ruben I. Ruben I.
4.9
Top Rated

Select service tier

  • Delivery Time 5 days
  • Number of Revisions 1
  • Number of Graphs/Charts 3
  • Number of Scenarios 1
    • Model Documentation

5 days delivery — Apr 24, 2024
Revisions may occur after this date.
Upwork Payment Protection
Fund the project upfront. Ruben gets paid once you are satisfied with the work.

Let a pro handle the details

Buy Data Modeling services from Ruben, priced and ready to go.

Project details

I will help you analyze your data with econometric and machine learning techniques.

Among the econometric methods, we cover the following topics:
* Event Studies - Gravity Model - Difference in Differences Estimation
* Unit root test
* Arima models
* Volatility models - Arch, Garch, Egarch, Smooth-transition garch, and mgarch.
* Autoregressive vector models (VAR), structural VARs, and Fractional autoregressive models.
* Cointegration
* Dynamic regression -Autoregressive distributed lags model (ARDL)
* Panel Data Models: Fixed and random effects, instrumental variables, GMM, SURE, MG, PMG. Cointegrated panel. Panel VAR.

Among the machine learning techniques, we cover the following:
* Classification using decision trees and logistic regression
* Association rules
* SVM
* Neural networks
* Cluster analysis
* Mining opinions with Twitter

Tools: R, STATA, Eviews, SPSS, Python, Tableau.
Data Tool
R
What's included
Service Tiers Starter
$100
Standard
$300
Advanced
$500
Delivery Time 5 days 7 days 10 days
Number of Revisions
123
Number of Graphs/Charts
357
Number of Scenarios
112
Model Documentation
Data Source Connectivity
-
-
-
Model Validation/Testing
-
-
Optional add-ons You can add these on the next page.
Report
+$100

Frequently asked questions

4.9
11 reviews
91% Complete
9% Complete
1% Complete
(0)
1% Complete
(0)
1% Complete
(0)
Rating breakdown
Availability
4.9
Deadlines
4.9
Skills
4.9
Quality
4.8
Cooperation
4.9
Communication
4.7

AK

AL K.
5.00
Mar 23, 2024
Improving work Really, he is very nice man and finished the work in a good quality and before the time. Thanks Ruben.

AK

AL K.
5.00
Jan 3, 2024
Traditional forecasting He answered all my questions. He did the work perfectly. Also he finished before the deadline. Hi assist to clear to understand

AK

AL K.
5.00
Oct 23, 2023
ARFIMA-ANN model forecasting He is very professional and understanding his work. Relly I recommend to work with him. I hope to have another work with him.

MM

Mashiho M.
5.00
Dec 24, 2021
STATA dynamic GMM

RS

Rami S.
5.00
Nov 24, 2020
Milestone 1 Ruben is a highly professional analyst. I worked with him on multiple projects. I hope to work with him again.
Ruben I.

About Ruben

Ruben I.
Data Science (Expert Level)
100% Job Success
4.9  (11 reviews)
Caracas, Venezuela - 12:27 pm local time
As for my formation, I am a Mathematician with a master's degree in Statistics specializing in Econometrics and Machine Learning. As a Statistician, I am proficient in using R, Python, Stata, Eviews, and SPSS software.

My main areas of expertise are:

- ECONOMETRICS:
Multiple linear regression,
Event studies, Gravity models, and Difference in Difference estimation
Unit root test, ARIMA, and ARFIMA models
Volatility model: Arch, Garch, Egarch, Smooth-transition Garch, and Mgarch
Vector autoregressive (VAR), and Structural VAR models
Cointegration (VECM), Fractionally Cointegrated VAR (FCVAR), and Error correction model
Autoregressive Distributed lags model (ARDL)
Panel data models: Fixed and Random effects, instrumental variables, GMM, SURE, MG, and PMG
Cointegrated panel and Panel VAR

- MACHINE LEARNING:
Decision trees,
Association rules,
SVM,
Neural networks, Deep learning,
Clustering,
Logistic regression.
Principal component analysis (PCA)
Discriminant analysis (DA)
Multiple correspondence analysis (MCA)

- Help with Research papers and Dissertations

I am here to help you
Best regards

Steps for completing your project

After purchasing the project, send requirements so Ruben can start the project.

Delivery time starts when Ruben receives requirements from you.

Ruben works on your project following the steps below.

Revisions may occur after the delivery date.

1. Set your requirements

I prefer to initially review the data and literature on which your work is based, so that I can have a clearer idea of the complexity of the project, to establish the methodology to be used and the appropriate work plan.

2. Choose a level of service

Establish the appropriate level of service to your requirement.

Review the work, release payment, and leave feedback to Ruben.