KGHM Polska Pink Sheet Forecast - Naive Prediction

KGHPFDelisted Stock  USD 38.89  0.00  0.00%   
The Naive Prediction forecasted value of KGHM Polska Miedz on the next trading day is expected to be 39.64 with a mean absolute deviation of 1.63 and the sum of the absolute errors of 99.20. KGHM Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of KGHM Polska's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for KGHM Polska is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of KGHM Polska Miedz 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.

KGHM Polska Naive Prediction Price Forecast For the 22nd of December

Given 90 days horizon, the Naive Prediction forecasted value of KGHM Polska Miedz on the next trading day is expected to be 39.64 with a mean absolute deviation of 1.63, mean absolute percentage error of 5.00, and the sum of the absolute errors of 99.20.
Please note that although there have been many attempts to predict KGHM 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 KGHM Polska's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

KGHM Polska Pink Sheet Forecast Pattern

Backtest KGHM PolskaKGHM Polska 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 KGHM Polska pink sheet data series using in forecasting. Note that when a statistical model is used to represent KGHM Polska 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 Criteria119.7208
BiasArithmetic mean of the errors None
MADMean absolute deviation1.6262
MAPEMean absolute percentage error0.0516
SAESum of the absolute errors99.1959
This model is not at all useful as a medium-long range forecasting tool of KGHM Polska Miedz. 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 KGHM Polska. 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 KGHM Polska

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KGHM Polska Miedz. 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
38.8938.8938.89
Details
Intrinsic
Valuation
LowRealHigh
31.1531.1542.78
Details
Bollinger
Band Projection (param)
LowMiddleHigh
38.8938.8938.89
Details

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KGHM Polska Market Strength Events

Market strength indicators help investors to evaluate how KGHM Polska 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 KGHM Polska shares will generate the highest return on investment. By undertsting and applying KGHM Polska pink sheet market strength indicators, traders can identify KGHM Polska Miedz entry and exit signals to maximize returns.

KGHM Polska Risk Indicators

The analysis of KGHM Polska'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 KGHM Polska's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kghm 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.

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Check out Correlation 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 american community survey.
You can also try the Instant Ratings module to determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance.

Other Consideration for investing in KGHM Pink Sheet

If you are still planning to invest in KGHM Polska Miedz 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 KGHM Polska's history and understand the potential risks before investing.
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