BICE11 Fund Forecast - Simple Exponential Smoothing

BICE11 Fund   901.00  99.00  9.90%   
The Simple Exponential Smoothing forecasted value of BICE11 on the next trading day is expected to be 901.00 with a mean absolute deviation of 8.25 and the sum of the absolute errors of 503.20. Investors can use prediction functions to forecast BICE11's fund prices and determine the direction of BICE11's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
BICE11 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 BICE11 are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as BICE11 prices get older.

BICE11 Simple Exponential Smoothing Price Forecast For the 12th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of BICE11 on the next trading day is expected to be 901.00 with a mean absolute deviation of 8.25, mean absolute percentage error of 806.01, and the sum of the absolute errors of 503.20.
Please note that although there have been many attempts to predict BICE11 Fund 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 BICE11's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BICE11 Fund Forecast Pattern

BICE11 Forecasted Value

In the context of forecasting BICE11's Fund 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. BICE11's downside and upside margins for the forecasting period are 897.90 and 904.10, respectively. We have considered BICE11'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
901.00
897.90
Downside
901.00
Expected Value
904.10
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 BICE11 fund data series using in forecasting. Note that when a statistical model is used to represent BICE11 fund, 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 Criteria124.8026
BiasArithmetic mean of the errors 0.1669
MADMean absolute deviation8.2492
MAPEMean absolute percentage error0.009
SAESum of the absolute errors503.2
This simple exponential smoothing model begins by setting BICE11 forecast for the second period equal to the observation of the first period. In other words, recent BICE11 observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for BICE11

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BICE11. Regardless of method or technology, however, to accurately forecast the fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the fund 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.

Other Forecasting Options for BICE11

For every potential investor in BICE11, whether a beginner or expert, BICE11's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. BICE11 Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in BICE11. Basic forecasting techniques help filter out the noise by identifying BICE11's price trends.

BICE11 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 BICE11 fund to make a market-neutral strategy. Peer analysis of BICE11 could also be used in its relative valuation, which is a method of valuing BICE11 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

BICE11 Technical and Predictive Analytics

The fund market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of BICE11'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 BICE11's current price.

BICE11 Market Strength Events

Market strength indicators help investors to evaluate how BICE11 fund reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading BICE11 shares will generate the highest return on investment. By undertsting and applying BICE11 fund market strength indicators, traders can identify BICE11 entry and exit signals to maximize returns.

BICE11 Risk Indicators

The analysis of BICE11'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 BICE11's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bice11 fund 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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