Hang Lung Pink Sheet Forecast - Naive Prediction
| HNLGFDelisted Stock | USD 1.37 0.00 0.00% |
The Naive Prediction forecasted value of Hang Lung Group on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.43. Hang Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Hang Lung's historical fundamentals, such as revenue growth or operating cash flow patterns.
Hang |
Hang Lung Naive Prediction Price Forecast For the 26th of December
Given 90 days horizon, the Naive Prediction forecasted value of Hang Lung Group on the next trading day is expected to be 1.36 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0002, and the sum of the absolute errors of 0.43.Please note that although there have been many attempts to predict Hang 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 Hang Lung's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Hang Lung Pink Sheet Forecast Pattern
| Backtest Hang Lung | Hang Lung Price Prediction | Buy or Sell Advice |
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 Hang Lung pink sheet data series using in forecasting. Note that when a statistical model is used to represent Hang Lung 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.| AIC | Akaike Information Criteria | 109.4692 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.007 |
| MAPE | Mean absolute percentage error | 0.0053 |
| SAE | Sum of the absolute errors | 0.4259 |
Predictive Modules for Hang Lung
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hang Lung Group. 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.Hang Lung 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 Hang Lung pink sheet to make a market-neutral strategy. Peer analysis of Hang Lung could also be used in its relative valuation, which is a method of valuing Hang Lung by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Hang Lung Market Strength Events
Market strength indicators help investors to evaluate how Hang Lung 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 Hang Lung shares will generate the highest return on investment. By undertsting and applying Hang Lung pink sheet market strength indicators, traders can identify Hang Lung Group entry and exit signals to maximize returns.
Currently Active Assets on Macroaxis
| DD | Dupont De Nemours | |
| CRDO | Credo Technology Group | |
| GOOG | Alphabet Inc Class C | |
| BAC | Bank of America | |
| CRM | Salesforce |
Check out Risk vs Return Analysis 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 census. You can also try the Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..
Other Consideration for investing in Hang Pink Sheet
If you are still planning to invest in Hang Lung Group 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 Hang Lung's history and understand the potential risks before investing.
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