ANZ Group Pink Sheet Forecast - Naive Prediction

ANZGFDelisted Stock   16.38  0.20  1.24%   
The Naive Prediction forecasted value of ANZ Group Holdings on the next trading day is expected to be 17.39 with a mean absolute deviation of 0.42 and the sum of the absolute errors of 14.41. ANZ Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ANZ Group's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
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 3rd of February

Given 90 days horizon, the Naive Prediction forecasted value of ANZ Group Holdings on the next trading day is expected to be 17.39 with a mean absolute deviation of 0.42, mean absolute percentage error of 0.31, and the sum of the absolute errors of 14.41.
Please note that although there have been many attempts to predict ANZ Pink Sheet 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 Pink Sheet Forecast Pattern

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 pink sheet data series using in forecasting. Note that when a statistical model is used to represent ANZ Group pink sheet, 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 Criteria67.3306
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4238
MAPEMean absolute percentage error0.0266
SAESum of the absolute errors14.4094
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 pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
16.3816.3816.38
Details
Intrinsic
Valuation
LowRealHigh
13.7213.7218.02
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.

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 pink sheet 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 Market Strength Events

Market strength indicators help investors to evaluate how ANZ Group pink sheet 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 pink sheet market strength indicators, traders can identify ANZ Group Holdings entry and exit signals to maximize returns.

Currently Active Assets on Macroaxis

Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in price.
You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.

Other Consideration for investing in ANZ Pink Sheet

If you are still planning to invest in ANZ Group Holdings check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the ANZ Group's history and understand the potential risks before investing.
Performance Analysis
Check effects of mean-variance optimization against your current asset allocation
Cryptocurrency Center
Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency
Portfolio Holdings
Check your current holdings and cash postion to detemine if your portfolio needs rebalancing
My Watchlist Analysis
Analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like
Idea Analyzer
Analyze all characteristics, volatility and risk-adjusted return of Macroaxis ideas
Price Exposure Probability
Analyze equity upside and downside potential for a given time horizon across multiple markets
Risk-Return Analysis
View associations between returns expected from investment and the risk you assume
Earnings Calls
Check upcoming earnings announcements updated hourly across public exchanges
Bollinger Bands
Use Bollinger Bands indicator to analyze target price for a given investing horizon