Unico Silver Stock Forecast - Simple Exponential Smoothing

USL Stock   0.88  0.03  3.30%   
The Simple Exponential Smoothing forecasted value of Unico Silver on the next trading day is expected to be 0.88 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.94. Unico Stock Forecast is based on your current time horizon.
  
Unico Silver 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 Unico Silver are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Unico Silver prices get older.

Unico Silver Simple Exponential Smoothing Price Forecast For the 1st of January

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Unico Silver on the next trading day is expected to be 0.88 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.94.
Please note that although there have been many attempts to predict Unico 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 Unico Silver's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Unico Silver Stock Forecast Pattern

Backtest Unico SilverUnico Silver Price PredictionBuy or Sell Advice 

Unico Silver Forecasted Value

In the context of forecasting Unico Silver'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. Unico Silver's downside and upside margins for the forecasting period are 0.01 and 7.95, respectively. We have considered Unico Silver'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
0.88
0.88
Expected Value
7.95
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 Unico Silver stock data series using in forecasting. Note that when a statistical model is used to represent Unico Silver 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 Criteria110.0988
BiasArithmetic mean of the errors -0.0033
MADMean absolute deviation0.0323
MAPEMean absolute percentage error0.0515
SAESum of the absolute errors1.94
This simple exponential smoothing model begins by setting Unico Silver forecast for the second period equal to the observation of the first period. In other words, recent Unico Silver observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Unico Silver

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Unico Silver. 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
0.040.897.96
Details
Intrinsic
Valuation
LowRealHigh
0.040.797.86
Details

Other Forecasting Options for Unico Silver

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

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

Unico Silver 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 Unico Silver'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 Unico Silver's current price.

Unico Silver Market Strength Events

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

Unico Silver Risk Indicators

The analysis of Unico Silver'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 Unico Silver's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting unico 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

Explore Investment Opportunities

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.
Explore Investing Ideas  

Additional Tools for Unico Stock Analysis

When running Unico Silver's price analysis, check to measure Unico Silver'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 Unico Silver is operating at the current time. Most of Unico Silver's value examination focuses on studying past and present price action to predict the probability of Unico Silver's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Unico Silver's price. Additionally, you may evaluate how the addition of Unico Silver to your portfolios can decrease your overall portfolio volatility.