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.
As of 19th of January 2026 the relative strength index (rsi) of Hang Lung's share price is below 20 . This usually indicates that the pink sheet is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Hang Lung's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Hang Lung and does not consider all of the tangible or intangible factors available from Hang Lung's fundamental data. We analyze noise-free headlines and recent hype associated with Hang Lung Group, which may create opportunities for some arbitrage if properly timed.
Using Hang Lung hype-based prediction, you can estimate the value of Hang Lung Group from the perspective of Hang Lung response to recently generated media hype and the effects of current headlines on its competitors.
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 Lung after-hype prediction price

    
  USD 1.37  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as pink sheet price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
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.

Hang Lung Additional Predictive Modules

Most predictive techniques to examine Hang price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Hang using various technical indicators. When you analyze Hang charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
A naive forecasting model for Hang Lung is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Hang Lung Group 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.

Hang Lung Naive Prediction Price Forecast For the 20th of January

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 LungHang Lung Price PredictionBuy 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.
AICAkaike Information Criteria109.4692
BiasArithmetic mean of the errors None
MADMean absolute deviation0.007
MAPEMean absolute percentage error0.0053
SAESum of the absolute errors0.4259
This model is not at all useful as a medium-long range forecasting tool of Hang Lung Group. 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 Hang Lung. 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 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.
Hype
Prediction
LowEstimatedHigh
1.371.371.37
Details
Intrinsic
Valuation
LowRealHigh
1.141.141.51
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hang Lung. Your research has to be compared to or analyzed against Hang Lung's peers to derive any actionable benefits. When done correctly, Hang Lung'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 Hang Lung Group.

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.

Hang Lung Risk Indicators

The analysis of Hang Lung'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 Hang Lung's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hang pink sheet 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.

Currently Active Assets on Macroaxis

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 ETFs module to find actively traded Exchange Traded Funds (ETF) from around the world.

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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