Nasdaq Inc. Stock Price (NDAQ) Prediction Due to Trump's Tariff Policy Using Pulse Function Intervention Analysis

Nasdaq Inc. (NDAQ) is one of the leading stock exchanges in the United States, ranking second globally after the New York Stock Exchange (NYSE) based on market capitalization. As a highly dynamic and information-sensitive market, Nasdaq Inc. stock prices respond quickly to internal corporate conditions and external macroeconomic or policy changes. One notable event affecting market stability was President Donald Trump's import tariff policy, aimed at protecting U.S. industries from foreign competition, particularly Chinese imports. The implementation of this policy triggered significant volatility, including a sharp decline in Nasdaq Inc. stock prices on March 2, 2025. This study examines the impact of this policy on Nasdaq Inc. stock movements using the ARIMA(0,2,1) model with an intervention of order b=0, r=1, and s=0. The results show that all model parameters are statistically significant and produce accurate forecasts, with a MAPE of 2.19%, an RMSE of 5.98766, and an MAE of 2.05232. These findings indicate that intervention analysis effectively captures the impact of import tariff policies on stock market dynamics and provides valuable insights for investors and policymakers in anticipating market fluctuations driven by global economic policy changes.

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Publication Details

Journal
CAUCHY Jurnal Matematika Murni dan Aplikasi
Published
2026-01-02
DOI
https://doi.org/10.18860/cauchy.v11i1.37168
Primary Topic
Stock Market Forecasting Methods
Type
article
Field-Weighted Citation Impact
0.00

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article

Nasdaq Inc. Stock Price (NDAQ) Prediction Due to Trump's Tariff Policy Using Pulse Function Intervention Analysis

Josephin Viona Aditya, Sediono Sediono, Kimberly Maserati Siagian
CAUCHY Jurnal Matematika Murni dan Aplikasi
Stock Market Forecasting Methods
article

Nasdaq Inc. Stock Price (NDAQ) Prediction Due to Trump's Tariff Policy Using Pulse Function Intervention Analysis

Josephin Viona Aditya, Sediono Sediono, Kimberly Maserati Siagian
article en

Abstract

Nasdaq Inc. (NDAQ) is one of the leading stock exchanges in the United States, ranking second globally after the New York Stock Exchange (NYSE) based on market capitalization. As a highly dynamic and information-sensitive market, Nasdaq Inc. stock prices respond quickly to internal corporate conditions and external macroeconomic or policy changes. One notable event affecting market stability was President Donald Trump's import tariff policy, aimed at protecting U.S. industries from foreign competition, particularly Chinese imports. The implementation of this policy triggered significant volatility, including a sharp decline in Nasdaq Inc. stock prices on March 2, 2025. This study examines the impact of this policy on Nasdaq Inc. stock movements using the ARIMA(0,2,1) model with an intervention of order b=0, r=1, and s=0. The results show that all model parameters are statistically significant and produce accurate forecasts, with a MAPE of 2.19%, an RMSE of 5.98766, and an MAE of 2.05232. These findings indicate that intervention analysis effectively captures the impact of import tariff policies on stock market dynamics and provides valuable insights for investors and policymakers in anticipating market fluctuations driven by global economic policy changes.

CAUCHY Jurnal Matematika Murni dan AplikasiVol. 11(1)
Universitas Airlangga
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Stock Market Forecasting Methods
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Nasdaq Inc. Stock Price (NDAQ) Prediction Due to Trump's Tariff Policy Using Pulse Function Intervention Analysis — Josephin Viona Aditya, Sediono Sediono, et al. · CAUCHY Jurnal Matematika Murni dan Aplikasi (2026) | TGRS Research Map | TGRS