ANZ Group OTC Stock Forecast - Naive Prediction

ANZGY Stock   19.44  0.39  1.97%   
The Naive Prediction forecasted value of ANZ Group Holdings on the next trading day is expected to be 18.95 with a mean absolute deviation of 0.23 and the sum of the absolute errors of 13.90. ANZ OTC Stock Forecast is based on your current time horizon.
  
A naive forecasting model for ANZ Group is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of ANZ Group Holdings value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

ANZ Group Naive Prediction Price Forecast For the 12th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of ANZ Group Holdings on the next trading day is expected to be 18.95 with a mean absolute deviation of 0.23, mean absolute percentage error of 0.07, and the sum of the absolute errors of 13.90.
Please note that although there have been many attempts to predict ANZ OTC Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that ANZ Group's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ANZ Group OTC Stock Forecast Pattern

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ANZ Group Forecasted Value

In the context of forecasting ANZ Group's OTC Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. ANZ Group's downside and upside margins for the forecasting period are 17.89 and 20.00, respectively. We have considered ANZ Group's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
19.44
18.95
Expected Value
20.00
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of ANZ Group otc stock data series using in forecasting. Note that when a statistical model is used to represent ANZ Group otc stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria115.5113
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2279
MAPEMean absolute percentage error0.0112
SAESum of the absolute errors13.9018
This model is not at all useful as a medium-long range forecasting tool of ANZ Group Holdings. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict ANZ Group. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for ANZ Group

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ANZ Group Holdings. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
18.3819.4420.50
Details
Intrinsic
Valuation
LowRealHigh
18.8019.8620.92
Details
Bollinger
Band Projection (param)
LowMiddleHigh
19.5620.4821.40
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as ANZ Group. Your research has to be compared to or analyzed against ANZ Group's peers to derive any actionable benefits. When done correctly, ANZ Group's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in ANZ Group Holdings.

Other Forecasting Options for ANZ Group

For every potential investor in ANZ, whether a beginner or expert, ANZ Group's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ANZ OTC Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ANZ. Basic forecasting techniques help filter out the noise by identifying ANZ Group's price trends.

ANZ Group Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with ANZ Group otc stock to make a market-neutral strategy. Peer analysis of ANZ Group could also be used in its relative valuation, which is a method of valuing ANZ Group by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

ANZ Group Holdings Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of ANZ Group's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of ANZ Group's current price.

ANZ Group Market Strength Events

Market strength indicators help investors to evaluate how ANZ Group otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ANZ Group shares will generate the highest return on investment. By undertsting and applying ANZ Group otc stock market strength indicators, traders can identify ANZ Group Holdings entry and exit signals to maximize returns.

ANZ Group Risk Indicators

The analysis of ANZ Group's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in ANZ Group's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting anz otc stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for ANZ OTC Stock Analysis

When running ANZ Group's price analysis, check to measure ANZ Group's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy ANZ Group is operating at the current time. Most of ANZ Group's value examination focuses on studying past and present price action to predict the probability of ANZ Group's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move ANZ Group's price. Additionally, you may evaluate how the addition of ANZ Group to your portfolios can decrease your overall portfolio volatility.