Puma SE Pink Sheet Forecast - Naive Prediction

PMMAF Stock  USD 45.46  0.32  0.70%   
The Naive Prediction forecasted value of Puma SE on the next trading day is expected to be 43.81 with a mean absolute deviation of 1.19 and the sum of the absolute errors of 72.39. Puma Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Puma SE's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Puma SE is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Puma SE 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.

Puma SE Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Puma SE on the next trading day is expected to be 43.81 with a mean absolute deviation of 1.19, mean absolute percentage error of 2.16, and the sum of the absolute errors of 72.39.
Please note that although there have been many attempts to predict Puma 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 Puma SE's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Puma SE Pink Sheet Forecast Pattern

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Puma SE Forecasted Value

In the context of forecasting Puma SE's Pink Sheet 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. Puma SE's downside and upside margins for the forecasting period are 40.28 and 47.34, respectively. We have considered Puma SE'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
45.46
43.81
Expected Value
47.34
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 Puma SE pink sheet data series using in forecasting. Note that when a statistical model is used to represent Puma SE 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 Criteria118.8796
BiasArithmetic mean of the errors None
MADMean absolute deviation1.1867
MAPEMean absolute percentage error0.0277
SAESum of the absolute errors72.3863
This model is not at all useful as a medium-long range forecasting tool of Puma SE. 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 Puma SE. 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 Puma SE

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Puma SE. 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
41.9645.4648.96
Details
Intrinsic
Valuation
LowRealHigh
34.0137.5150.01
Details
Bollinger
Band Projection (param)
LowMiddleHigh
44.8548.3151.78
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Puma SE. Your research has to be compared to or analyzed against Puma SE's peers to derive any actionable benefits. When done correctly, Puma SE'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 Puma SE.

Other Forecasting Options for Puma SE

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

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

Puma SE Technical and Predictive Analytics

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

Puma SE Market Strength Events

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

Puma SE Risk Indicators

The analysis of Puma SE'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 Puma SE's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting puma 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

Other Information on Investing in Puma Pink Sheet

Puma SE financial ratios help investors to determine whether Puma Pink Sheet 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 Puma with respect to the benefits of owning Puma SE security.