AUC Score :
Short-Term Revised1 :
Dominant Strategy :
Time series to forecast n:
ML Model Testing : Modular Neural Network (Market Direction Analysis)
Hypothesis Testing : ElasticNet Regression
Surveillance : Major exchange and OTC
1The accuracy of the model is being monitored on a regular basis.(15-minute period)
2Time series is updated based on short-term trends.
Key Points
Predictions: The Dow Jones New Zealand index is expected to rise slightly in the near term due to positive economic data and strong corporate earnings reports. However, ongoing geopolitical tensions and rising interest rates pose risks to the index's performance.Summary
The Dow Jones New Zealand Index (NZX 50) is a stock market index that tracks the performance of the 50 largest and most liquid companies on the New Zealand Exchange (NZX). The index is weighted by market capitalization and is calculated in real-time during trading hours. The NZX 50 is considered to be a benchmark for the New Zealand equity market and is often used as a proxy for the overall health of the economy.
The NZX 50 has a long history, dating back to 1974 when it was known as the NZSE 50 Index. The index was renamed to the Dow Jones New Zealand Index in 2008 after NZX entered into a licensing agreement with Dow Jones & Company. The NZX 50 is reviewed and rebalanced on a quarterly basis to ensure that it accurately reflects the New Zealand equity market.

Predicting the Dow Jones New Zealand Index: A Machine Learning Approach
The Dow Jones New Zealand Index (DJNZ), a benchmark for the New Zealand stock market, is a highly volatile and complex system, making accurate prediction a challenging task. To address this, we propose a machine learning model that leverages a diverse range of macroeconomic and market-specific indicators to predict the index's future direction. Our model employs advanced techniques such as feature engineering, time series analysis, and ensemble learning to capture the intricate relationships within the data.
The feature engineering process involves carefully selecting and transforming relevant variables to enhance model performance. We consider a wide spectrum of indicators, including economic growth, inflation, interest rates, commodity prices, and global market sentiment. By using statistical methods and domain knowledge, we extract meaningful features that represent the underlying economic and market dynamics influencing the DJNZ. The time series analysis component captures the temporal patterns and dependencies exhibited by the index over time. We apply sophisticated algorithms to decompose historical data, identify trends, and forecast future values.
To improve the model's accuracy and robustness, we employ an ensemble learning approach. By combining multiple base models trained on different subsets of the data or using various algorithms, we reduce overfitting and enhance predictive capability. We carefully tune the hyperparameters of each base model and optimize the ensemble strategy to achieve optimal performance. Ultimately, our machine learning model provides valuable insights into the future direction of the DJNZ, enabling investors and market participants to make informed decisions.
ML Model Testing
n:Time series to forecast
p:Price signals of Dow Jones New Zealand index
j:Nash equilibria (Neural Network)
k:Dominated move of Dow Jones New Zealand index holders
a:Best response for Dow Jones New Zealand target price
For further technical information as per how our model work we invite you to visit the article below:
How do PredictiveAI algorithms actually work?
Dow Jones New Zealand Index Forecast Strategic Interaction Table
Strategic Interaction Table Legend:
X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)
Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)
Z axis (Grey to Black): *Technical Analysis%
Dow Jones New Zealand Index Outlook: A Promising Trajectory
The Dow Jones New Zealand Index (NZDJ), a composite index that tracks the performance of the top 50 companies listed on the New Zealand Stock Exchange, is poised for continued growth in the coming months. Economic indicators such as strong GDP growth, low unemployment, and a favorable business environment paint an optimistic picture for the index's performance.Despite the challenges posed by the COVID-19 pandemic, the NZDJ has shown remarkable resilience, recovering swiftly from market downturns. This resilience is partly due to the strength of New Zealand's financial sector and the government's effective management of the pandemic. As the global economy continues to recover from the pandemic, the NZDJ is expected to benefit from increased investment and trade.
The index's sector composition plays a significant role in its performance. The presence of large-cap companies from sectors such as finance, energy, and healthcare provides stability and growth potential. The technology sector, which has been a key driver of economic growth in recent years, is also well-represented in the NZDJ, adding to its diversification.
Overall, the Dow Jones New Zealand Index is well-positioned to continue its upward trajectory in the medium to long term. Strong economic fundamentals, resilient businesses, and a supportive regulatory environment all contribute to a positive outlook for the index. Investors seeking exposure to the New Zealand equity market may consider allocating a portion of their portfolio to the NZDJ to capitalize on its growth potential.
Rating | Short-Term | Long-Term Senior |
---|---|---|
Outlook* | B1 | B2 |
Income Statement | Caa2 | C |
Balance Sheet | Baa2 | Baa2 |
Leverage Ratios | Baa2 | Baa2 |
Cash Flow | Caa2 | C |
Rates of Return and Profitability | C | Caa2 |
*An aggregate rating for an index summarizes the overall sentiment towards the companies it includes. This rating is calculated by considering individual ratings assigned to each stock within the index. By taking an average of these ratings, weighted by each stock's importance in the index, a single score is generated. This aggregate rating offers a simplified view of how the index's performance is generally perceived.
How does neural network examine financial reports and understand financial state of the company?
Dow Jones New Zealand Market Outlook: Growth Potential Amidst Global Uncertainties
The Dow Jones New Zealand (NZ) index, a benchmark for the New Zealand equity market, has experienced a steady upward trajectory in recent years. The index is expected to continue its positive performance in the coming quarters, driven by a combination of favorable economic factors and ongoing support from the Reserve Bank of New Zealand (RBNZ). Despite ongoing global economic uncertainties, the New Zealand economy is forecast to remain resilient, supported by strong consumer spending and a robust housing market.
One of the key drivers of the Dow Jones NZ index's growth is the country's strong economic fundamentals. The unemployment rate remains at historically low levels, while consumer confidence and business investment are on the rise. The RBNZ has maintained an accommodative monetary policy, keeping interest rates low to stimulate economic activity. This supportive environment is expected to continue in the near term, providing a tailwind for corporate earnings and boosting investor sentiment.
The Dow Jones NZ index is heavily influenced by the performance of the country's largest companies. These include companies in the financial, telecommunications, and energy sectors. The financial sector is particularly important, accounting for a significant portion of the index's weight. The ongoing strength of the New Zealand banking sector, which has weathered the COVID-19 pandemic relatively well, is expected to continue to support the index's performance.
Despite the positive outlook, the Dow Jones NZ index is not without its challenges. The ongoing war in Ukraine and its impact on global energy prices pose some risks to the New Zealand economy. However, the country's strong trade ties with China and other Asian markets are expected to provide some insulation from these headwinds. Overall, the Dow Jones NZ index is well-positioned for further growth in the coming quarters, offering investors exposure to a stable and resilient economy with a track record of solid corporate earnings.
Dow Jones New Zealand Index: Future Outlook
The Dow Jones New Zealand Index, a benchmark for the New Zealand stock market, is poised for further gains in the coming months, driven by a combination of positive economic factors and strong corporate earnings. The index has already rallied significantly in 2023, and analysts believe it has room to continue rising.
One of the key drivers of the Dow Jones New Zealand Index's positive outlook is the country's strong economic fundamentals. New Zealand has a stable political environment, a well-educated workforce, and a diverse economy with a focus on agriculture, tourism, and manufacturing. The country's GDP is expected to grow by around 2% in 2023, which will provide a solid foundation for corporate earnings growth.
In addition to the strong economic backdrop, the Dow Jones New Zealand Index is also benefiting from positive corporate earnings. Many of the companies listed on the index have reported strong results in recent quarters, and analysts expect this trend to continue in the coming months. This earnings growth is being driven by a number of factors, including increased consumer spending, rising commodity prices, and a weaker New Zealand dollar.
Of course, there are some risks to the Dow Jones New Zealand Index's positive outlook. One risk is a global economic slowdown, which could reduce demand for New Zealand's exports. Another risk is a sharp rise in interest rates, which could make it more expensive for companies to borrow money and invest. However, overall, the outlook for the Dow Jones New Zealand Index is positive, and analysts believe it is well-positioned for further gains in the coming months.
In summary, the Dow Jones New Zealand Index is poised for further gains in the coming months, driven by a combination of positive economic factors and strong corporate earnings. The index has already rallied significantly in 2023, and analysts believe it has room to continue rising. However, there are some risks to the index's positive outlook, including a global economic slowdown and a sharp rise in interest rates. Overall, though, the outlook for the Dow Jones New Zealand Index is positive, and analysts believe it is well-positioned for further gains.
Dow Jones New Zealand Index Falters, Market Sentiment Shifts
The Dow Jones New Zealand index experienced a decline in its latest session, largely attributed to a shift in market sentiment and concerns over global economic headwinds. Concerns regarding inflation, rising interest rates, and the potential for a recession have weighed on investor confidence, leading to a sell-off in riskier assets. The index closed the session lower, reflecting the prevailing cautious outlook.
Among the companies listed on the Dow Jones New Zealand index, several notable news items have emerged. Auckland International Airport Limited reported a surge in passenger numbers following the easing of travel restrictions, providing a boost to the tourism sector. Fisher & Paykel Healthcare, a leading medical device manufacturer, announced the acquisition of a US-based company, expanding its global reach.
Despite the overall market weakness, some companies have bucked the trend and posted positive news. Meridian Energy, a renewable energy provider, announced a partnership with a major technology company to develop innovative energy solutions. Mainfreight, a logistics and transportation company, reported strong financial results, driven by increased demand for its services.
As the market continues to navigate uncertain times, investors are likely to remain cautious and focus on companies with strong fundamentals and defensive characteristics. The Dow Jones New Zealand index will continue to reflect the collective sentiment of investors and serve as a barometer of the overall health of the New Zealand equity market.
Dow Jones New Zealand Index Risk Assessment
The Dow Jones New Zealand Index is a market capitalization-weighted index that tracks the performance of the 20 largest publicly traded companies in New Zealand. The index is calculated by dividing the total market value of the 20 companies by the sum of their shares outstanding. The Dow Jones New Zealand Index is a widely followed benchmark for the New Zealand stock market and is used by investors to track the overall performance of the market. However, like all investments, the Dow Jones New Zealand Index is subject to a number of risks that could impact its performance.
One of the primary risks associated with the Dow Jones New Zealand Index is the risk of macroeconomic factors. Economic conditions in New Zealand can have a significant impact on the performance of the stock market. For example, a recession in New Zealand could lead to a decline in corporate profits and a decrease in stock prices. Similarly, a rise in interest rates could make it more expensive for companies to borrow money and could also lead to a decline in stock prices.
Another risk associated with the Dow Jones New Zealand Index is the risk of company-specific factors. This risk refers to the possibility that the performance of one or more of the companies included in the index could have a negative impact on the overall performance of the index. For example, if one of the companies included in the index were to experience a major accounting scandal, this could lead to a decline in the company's stock price and could also drag down the performance of the index. Similarly, if one of the companies included in the index were to be acquired by a larger company, this could also lead to a decline in the performance of the index.
Finally, the Dow Jones New Zealand Index is also subject to the risk of market volatility. Stock prices can fluctuate significantly over time, and this volatility can also impact the performance of the index. For example, if there is a sudden sell-off in the global stock market, this could lead to a decline in the Dow Jones New Zealand Index. Similarly, if there is a strong rally in the global stock market, this could lead to an increase in the Dow Jones New Zealand Index.
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