Peak Resources Stock Forecast - Simple Exponential Smoothing

M3U Stock  EUR 0.06  0  5.83%   
The Simple Exponential Smoothing forecasted value of Peak Resources Limited on the next trading day is expected to be 0.06 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.25. Peak Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Peak Resources' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Peak Resources simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Peak Resources Limited are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Peak Resources prices get older.

Peak Resources Simple Exponential Smoothing Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Peak Resources Limited on the next trading day is expected to be 0.06 with a mean absolute deviation of 0, mean absolute percentage error of 0.000057, and the sum of the absolute errors of 0.25.
Please note that although there have been many attempts to predict Peak 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 Peak Resources' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Peak Resources Stock Forecast Pattern

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Peak Resources Forecasted Value

In the context of forecasting Peak Resources' 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. Peak Resources' downside and upside margins for the forecasting period are 0.0006 and 9.21, respectively. We have considered Peak Resources' 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
0.06
0.0006
Downside
0.06
Expected Value
9.21
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Peak Resources stock data series using in forecasting. Note that when a statistical model is used to represent Peak Resources 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 Criteria106.496
BiasArithmetic mean of the errors 0.0012
MADMean absolute deviation0.0042
MAPEMean absolute percentage error0.0537
SAESum of the absolute errors0.2503
This simple exponential smoothing model begins by setting Peak Resources Limited forecast for the second period equal to the observation of the first period. In other words, recent Peak Resources observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Peak Resources

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Peak Resources. 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
0.000.069.21
Details
Intrinsic
Valuation
LowRealHigh
0.000.069.21
Details

Other Forecasting Options for Peak Resources

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

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

Peak Resources 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 Peak Resources' 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 Peak Resources' current price.

Peak Resources Market Strength Events

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

Peak Resources Risk Indicators

The analysis of Peak Resources' 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 Peak Resources' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting peak 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.

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Other Information on Investing in Peak Stock

Peak Resources financial ratios help investors to determine whether Peak 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 Peak with respect to the benefits of owning Peak Resources security.