SIERRA METALS Stock Forecast - Simple Exponential Smoothing

DFXN Stock  EUR 0.56  0.03  5.66%   
The Simple Exponential Smoothing forecasted value of SIERRA METALS on the next trading day is expected to be 0.56 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.49. SIERRA Stock Forecast is based on your current time horizon.
  
SIERRA METALS 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 SIERRA METALS are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as SIERRA METALS prices get older.

SIERRA METALS Simple Exponential Smoothing Price Forecast For the 24th of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of SIERRA METALS on the next trading day is expected to be 0.56 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0003, and the sum of the absolute errors of 0.49.
Please note that although there have been many attempts to predict SIERRA 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 SIERRA METALS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SIERRA METALS Stock Forecast Pattern

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SIERRA METALS Forecasted Value

In the context of forecasting SIERRA METALS'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. SIERRA METALS's downside and upside margins for the forecasting period are 0.01 and 3.67, respectively. We have considered SIERRA METALS'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
0.56
0.56
Expected Value
3.67
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 SIERRA METALS stock data series using in forecasting. Note that when a statistical model is used to represent SIERRA METALS 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 Criteria108.0242
BiasArithmetic mean of the errors -8.0E-4
MADMean absolute deviation0.0082
MAPEMean absolute percentage error0.0156
SAESum of the absolute errors0.49
This simple exponential smoothing model begins by setting SIERRA METALS forecast for the second period equal to the observation of the first period. In other words, recent SIERRA METALS observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for SIERRA METALS

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SIERRA METALS. 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
0.030.563.69
Details
Intrinsic
Valuation
LowRealHigh
0.020.463.59
Details

Other Forecasting Options for SIERRA METALS

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

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

SIERRA METALS 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 SIERRA METALS'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 SIERRA METALS's current price.

SIERRA METALS Market Strength Events

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

SIERRA METALS Risk Indicators

The analysis of SIERRA METALS'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 SIERRA METALS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sierra 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.

Thematic Opportunities

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Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for SIERRA Stock Analysis

When running SIERRA METALS's price analysis, check to measure SIERRA METALS's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy SIERRA METALS is operating at the current time. Most of SIERRA METALS's value examination focuses on studying past and present price action to predict the probability of SIERRA METALS's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move SIERRA METALS's price. Additionally, you may evaluate how the addition of SIERRA METALS to your portfolios can decrease your overall portfolio volatility.