var-model
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Projetos de modelagem e previsão de séries temporal em linguagem Python e linguagem R. Usarei vários modelos de bibliotecas e pacotes usados para tratamento, modelagem e previsão de séries temporais. Falarei um pouco sobre cada uma delas, gerarei a validação e as previsões e, por fim, realizarei a avaliação com a métricas pertinentes.
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Feb 7, 2022 - Jupyter Notebook
Stock market prediction on 5 italian companies using VAR model, OLS regressions and LSTM recurrent neural networks over data retrieved from Refinitiv Eikon
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Jun 28, 2023 - Jupyter Notebook
MSc thesis about sales forecasting in high-dimensional contexts taking into account product relationships and promotions
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Sep 23, 2021 - Jupyter Notebook
Codebase for Term Paper of course ECON F244: Economics of Growth and Development at BITS Pilani, Pilani campus (Spring '21)
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Apr 9, 2021 - Jupyter Notebook
Detailed implementation of various time series analysis models and concepts on real datasets.
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Jan 15, 2024 - Jupyter Notebook
Masters Thesis Project on Media Prejudice
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Dec 24, 2021 - Jupyter Notebook
Generate time-series data using VAR model parameters (AI@UW engr-stocks group)
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Feb 17, 2020 - Jupyter Notebook
Empirical study examining the response of labor supply to technology shocks, contrasting the opposing findings of Gali (1999) and Christiano et al. (2003). Using data from the FREDII database, this analysis computes log labor productivity and per-capita hours for the nonfarm business sector
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Nov 21, 2024 - MATLAB
Forecasting COVID-19 Cases
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Oct 19, 2022 - Jupyter Notebook
Our Healthcare Inventory Forecasting solution uses AI-driven models to optimize inventory, reduce stockouts, and prevent overstocking in healthcare. It integrates data from sales and market trends, using ARIMA and VAR models for precise demand forecasting. With automation from OpenAI, Power BI visualizations, and chatbot support, the system enhanc
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Sep 23, 2024 - Python
The Time Series Analysis repository contains various models and techniques used for analyzing time-dependent data.
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Jan 26, 2025
Estimação de modelos VAR(3) e VAR(10) para 91 países no período de 1960 a 2019, a fim de testar a causalidade de Granger entre as variáveis de Poupança Interna Bruta e crescimento do Produto Interno Bruto per capita.
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Sep 29, 2023 - R
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