Aurora Investment Stock Forecast - Triple Exponential Smoothing

ARR Stock   232.50  2.50  1.09%   
The Triple Exponential Smoothing forecasted value of Aurora Investment Trust on the next trading day is expected to be 232.00 with a mean absolute deviation of 2.35 and the sum of the absolute errors of 138.64. Aurora Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Aurora Investment stock prices and determine the direction of Aurora Investment Trust's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Aurora Investment's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Aurora Investment's Other Current Liabilities is projected to increase significantly based on the last few years of reporting. The current year's Total Stockholder Equity is expected to grow to about 219.1 M, whereas Total Current Liabilities is forecasted to decline to about 218.5 K.
Triple exponential smoothing for Aurora Investment - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Aurora Investment 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 trend in Aurora Investment price movement. However, neither of these exponential smoothing models address any seasonality of Aurora Investment Trust.

Aurora Investment Triple Exponential Smoothing Price Forecast For the 25th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Aurora Investment Trust on the next trading day is expected to be 232.00 with a mean absolute deviation of 2.35, mean absolute percentage error of 8.42, and the sum of the absolute errors of 138.64.
Please note that although there have been many attempts to predict Aurora 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 Aurora Investment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aurora Investment Stock Forecast Pattern

Backtest Aurora InvestmentAurora Investment Price PredictionBuy or Sell Advice 

Aurora Investment Forecasted Value

In the context of forecasting Aurora Investment'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. Aurora Investment's downside and upside margins for the forecasting period are 230.90 and 233.10, respectively. We have considered Aurora Investment'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
232.50
230.90
Downside
232.00
Expected Value
233.10
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Aurora Investment stock data series using in forecasting. Note that when a statistical model is used to represent Aurora Investment 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 CriteriaHuge
BiasArithmetic mean of the errors -0.4296
MADMean absolute deviation2.3499
MAPEMean absolute percentage error0.0096
SAESum of the absolute errors138.6419
As with simple exponential smoothing, in triple exponential smoothing models past Aurora Investment observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Aurora Investment Trust observations.

Predictive Modules for Aurora Investment

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aurora Investment Trust. 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
231.56232.66233.76
Details
Intrinsic
Valuation
LowRealHigh
209.25238.00239.10
Details
Bollinger
Band Projection (param)
LowMiddleHigh
229.31231.67234.02
Details

Other Forecasting Options for Aurora Investment

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

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

Aurora Investment Trust 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 Aurora Investment'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 Aurora Investment's current price.

Aurora Investment Market Strength Events

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

Aurora Investment Risk Indicators

The analysis of Aurora Investment'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 Aurora Investment's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aurora 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.

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 Aurora Stock

Aurora Investment financial ratios help investors to determine whether Aurora Stock 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 Aurora with respect to the benefits of owning Aurora Investment security.