A Study of Risk Differences in Internet Money Funds Based on The Prophet Model

With the development of Internet finance, Internet money funds have gradually become an important choice for investors due to their convenience, high liquidity and low risk. This study analyzes the return volatility and trend of bank-based, fund-based and Internet enterprise-docked financial products using Prophet model. The results show that the return volatility of bank-based and fund-based financial products is small, and the model prediction accuracy is high; the return volatility of Internet enterprise docking type financial products is large, and the prediction difficulty is high but the overall trend prediction is better. The study also finds that bank-based and fund-based financial products fluctuate significantly in terms of holiday and weekly trends, while Internet business-docking financial products have less impact. Overall, the Prophet model can better predict the overall trend of financial products and provide reference for investors.

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Publication Details

Journal
Highlights in Business Economics and Management
Published
2025-03-17
DOI
https://doi.org/10.54097/dkzwwn41
Primary Topic
Stock Market Forecasting Methods
Type
article
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article

A Study of Risk Differences in Internet Money Funds Based on The Prophet Model

Yue Wu
Highlights in Business Economics and Management
Stock Market Forecasting Methods
article

A Study of Risk Differences in Internet Money Funds Based on The Prophet Model

Yue Wu
article en

Abstract

With the development of Internet finance, Internet money funds have gradually become an important choice for investors due to their convenience, high liquidity and low risk. This study analyzes the return volatility and trend of bank-based, fund-based and Internet enterprise-docked financial products using Prophet model. The results show that the return volatility of bank-based and fund-based financial products is small, and the model prediction accuracy is high; the return volatility of Internet enterprise docking type financial products is large, and the prediction difficulty is high but the overall trend prediction is better. The study also finds that bank-based and fund-based financial products fluctuate significantly in terms of holiday and weekly trends, while Internet business-docking financial products have less impact. Overall, the Prophet model can better predict the overall trend of financial products and provide reference for investors.

Highlights in Business Economics and ManagementVol. 53
Tianjin Foreign Studies University (CN)
Openalex Percentile: Top 91%
Stock Market Forecasting Methods
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A Study of Risk Differences in Internet Money Funds Based on The Prophet Model — Yue Wu · Highlights in Business Economics and Management (2025) | TGRS Research Map | TGRS