Othania Invest Fund Forecast - Double Exponential Smoothing

0P0001D7HZ   5,487  27.47  0.50%   
The Double Exponential Smoothing forecasted value of Othania Invest on the next trading day is expected to be 5,473 with a mean absolute deviation of 30.54 and the sum of the absolute errors of 1,802. Investors can use prediction functions to forecast Othania Invest's fund prices and determine the direction of Othania Invest's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Othania Invest works best with periods where there are trends or seasonality.

Othania Invest Double Exponential Smoothing Price Forecast For the 14th of December 2024

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Othania Invest on the next trading day is expected to be 5,473 with a mean absolute deviation of 30.54, mean absolute percentage error of 1,720, and the sum of the absolute errors of 1,802.
Please note that although there have been many attempts to predict Othania 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 Othania Invest's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Othania Invest Fund Forecast Pattern

Othania Invest Forecasted Value

In the context of forecasting Othania Invest'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. Othania Invest's downside and upside margins for the forecasting period are 5,472 and 5,473, respectively. We have considered Othania Invest'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
5,487
5,473
Expected Value
5,473
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Othania Invest fund data series using in forecasting. Note that when a statistical model is used to represent Othania Invest 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 CriteriaHuge
BiasArithmetic mean of the errors 6.2212
MADMean absolute deviation30.543
MAPEMean absolute percentage error0.0056
SAESum of the absolute errors1802.0368
When Othania Invest prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Othania Invest trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Othania Invest observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Othania Invest

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Othania Invest. 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 Othania Invest

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

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

Othania Invest 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 Othania Invest'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 Othania Invest's current price.

Othania Invest Market Strength Events

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

Othania Invest Risk Indicators

The analysis of Othania Invest'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 Othania Invest's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting othania 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.

Pair Trading with Othania Invest

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Othania Invest position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Othania Invest will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to Othania Invest could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Othania Invest when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Othania Invest - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Othania Invest to buy it.
The correlation of Othania Invest is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Othania Invest moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Othania Invest moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Othania Invest can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
Correlation Analysis
Reduce portfolio risk simply by holding instruments which are not perfectly correlated
Alpha Finder
Use alpha and beta coefficients to find investment opportunities after accounting for the risk