Biotechnology Ultrasector Mutual Fund Forecast - Simple Exponential Smoothing

BIPIX Fund  USD 65.12  1.96  3.10%   
The Simple Exponential Smoothing forecasted value of Biotechnology Ultrasector Profund on the next trading day is expected to be 65.12 with a mean absolute deviation of 1.04 and the sum of the absolute errors of 62.24. Biotechnology Mutual Fund Forecast is based on your current time horizon.
  
Biotechnology Ultrasector 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 Biotechnology Ultrasector Profund are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Biotechnology Ultrasector prices get older.

Biotechnology Ultrasector Simple Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Biotechnology Ultrasector Profund on the next trading day is expected to be 65.12 with a mean absolute deviation of 1.04, mean absolute percentage error of 2.07, and the sum of the absolute errors of 62.24.
Please note that although there have been many attempts to predict Biotechnology Mutual 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 Biotechnology Ultrasector's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Biotechnology Ultrasector Mutual Fund Forecast Pattern

Backtest Biotechnology UltrasectorBiotechnology Ultrasector Price PredictionBuy or Sell Advice 

Biotechnology Ultrasector Forecasted Value

In the context of forecasting Biotechnology Ultrasector's Mutual 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. Biotechnology Ultrasector's downside and upside margins for the forecasting period are 63.04 and 67.20, respectively. We have considered Biotechnology Ultrasector'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
65.12
65.12
Expected Value
67.20
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 Biotechnology Ultrasector mutual fund data series using in forecasting. Note that when a statistical model is used to represent Biotechnology Ultrasector mutual 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 Criteria116.9996
BiasArithmetic mean of the errors 0.103
MADMean absolute deviation1.0373
MAPEMean absolute percentage error0.0154
SAESum of the absolute errors62.24
This simple exponential smoothing model begins by setting Biotechnology Ultrasector Profund forecast for the second period equal to the observation of the first period. In other words, recent Biotechnology Ultrasector observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Biotechnology Ultrasector

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Biotechnology Ultrasector. Regardless of method or technology, however, to accurately forecast the mutual fund market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the mutual 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.
Hype
Prediction
LowEstimatedHigh
63.0465.1267.20
Details
Intrinsic
Valuation
LowRealHigh
63.5565.6367.71
Details
Bollinger
Band Projection (param)
LowMiddleHigh
57.4665.9474.43
Details

Other Forecasting Options for Biotechnology Ultrasector

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

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

Biotechnology Ultrasector Technical and Predictive Analytics

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

Biotechnology Ultrasector Market Strength Events

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

Biotechnology Ultrasector Risk Indicators

The analysis of Biotechnology Ultrasector'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 Biotechnology Ultrasector's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting biotechnology mutual 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Biotechnology Mutual Fund

Biotechnology Ultrasector financial ratios help investors to determine whether Biotechnology Mutual Fund 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 Biotechnology with respect to the benefits of owning Biotechnology Ultrasector security.
Price Exposure Probability
Analyze equity upside and downside potential for a given time horizon across multiple markets
Commodity Directory
Find actively traded commodities issued by global exchanges
Cryptocurrency Center
Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency