Impala Platinum Stock Forecast - Naive Prediction

IMP Stock   10,088  170.00  1.66%   
The Naive Prediction forecasted value of Impala Platinum Holdings on the next trading day is expected to be 10,219 with a mean absolute deviation of 297.46 and the sum of the absolute errors of 18,145. Impala Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Impala Platinum stock prices and determine the direction of Impala Platinum Holdings's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Impala Platinum's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Impala Platinum is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Impala Platinum 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.

Impala Platinum Naive Prediction Price Forecast For the 16th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Impala Platinum Holdings on the next trading day is expected to be 10,219 with a mean absolute deviation of 297.46, mean absolute percentage error of 146,701, and the sum of the absolute errors of 18,145.
Please note that although there have been many attempts to predict Impala 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 Impala Platinum's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Impala Platinum Stock Forecast Pattern

Backtest Impala PlatinumImpala Platinum Price PredictionBuy or Sell Advice 

Impala Platinum Forecasted Value

In the context of forecasting Impala Platinum's 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. Impala Platinum's downside and upside margins for the forecasting period are 10,216 and 10,222, respectively. We have considered Impala Platinum'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
10,088
10,216
Downside
10,219
Expected Value
10,222
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 Impala Platinum stock data series using in forecasting. Note that when a statistical model is used to represent Impala Platinum 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 Criteria130.0067
BiasArithmetic mean of the errors None
MADMean absolute deviation297.4587
MAPEMean absolute percentage error0.0271
SAESum of the absolute errors18144.9813
This model is not at all useful as a medium-long range forecasting tool of Impala Platinum 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 Impala Platinum. 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 Impala Platinum

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Impala Platinum Holdings. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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
10,08510,08810,091
Details
Intrinsic
Valuation
LowRealHigh
8,9428,94511,097
Details
Bollinger
Band Projection (param)
LowMiddleHigh
9,88310,30910,735
Details

Other Forecasting Options for Impala Platinum

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

Impala Platinum 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 Impala Platinum stock to make a market-neutral strategy. Peer analysis of Impala Platinum could also be used in its relative valuation, which is a method of valuing Impala Platinum by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Impala Platinum Holdings Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Impala Platinum'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 Impala Platinum's current price.

Impala Platinum Market Strength Events

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

Impala Platinum Risk Indicators

The analysis of Impala Platinum'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 Impala Platinum's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting impala 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.

Other Information on Investing in Impala Stock

Impala Platinum financial ratios help investors to determine whether Impala Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Impala with respect to the benefits of owning Impala Platinum security.