TITAN MACHINERY Stock Forecast - Double Exponential Smoothing

3TY Stock  EUR 14.80  0.40  2.63%   
The Double Exponential Smoothing forecasted value of TITAN MACHINERY on the next trading day is expected to be 14.87 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 17.95. TITAN Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast TITAN MACHINERY stock prices and determine the direction of TITAN MACHINERY's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of TITAN MACHINERY's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
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 TITAN MACHINERY works best with periods where there are trends or seasonality.

TITAN MACHINERY Double Exponential Smoothing Price Forecast For the 1st of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of TITAN MACHINERY on the next trading day is expected to be 14.87 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.17, and the sum of the absolute errors of 17.95.
Please note that although there have been many attempts to predict TITAN 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 TITAN MACHINERY's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TITAN MACHINERY Stock Forecast Pattern

Backtest TITAN MACHINERYTITAN MACHINERY Price PredictionBuy or Sell Advice 

TITAN MACHINERY Forecasted Value

In the context of forecasting TITAN MACHINERY'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. TITAN MACHINERY's downside and upside margins for the forecasting period are 11.79 and 17.95, respectively. We have considered TITAN MACHINERY'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
14.80
14.87
Expected Value
17.95
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 TITAN MACHINERY stock data series using in forecasting. Note that when a statistical model is used to represent TITAN MACHINERY 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 -0.0719
MADMean absolute deviation0.2992
MAPEMean absolute percentage error0.0227
SAESum of the absolute errors17.9543
When TITAN MACHINERY 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 TITAN MACHINERY 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 TITAN MACHINERY observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for TITAN MACHINERY

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TITAN MACHINERY. 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
11.7214.8017.88
Details
Intrinsic
Valuation
LowRealHigh
11.0014.0717.16
Details
Bollinger
Band Projection (param)
LowMiddleHigh
12.6914.1115.53
Details

Other Forecasting Options for TITAN MACHINERY

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

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

TITAN MACHINERY 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 TITAN MACHINERY'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 TITAN MACHINERY's current price.

TITAN MACHINERY Market Strength Events

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

TITAN MACHINERY Risk Indicators

The analysis of TITAN MACHINERY'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 TITAN MACHINERY's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting titan 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.

Additional Information and Resources on Investing in TITAN Stock

When determining whether TITAN MACHINERY offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of TITAN MACHINERY's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Titan Machinery Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Titan Machinery Stock:
Check out Historical Fundamental Analysis of TITAN MACHINERY to cross-verify your projections.
For information on how to trade TITAN Stock refer to our How to Trade TITAN Stock guide.
You can also try the Aroon Oscillator module to analyze current equity momentum using Aroon Oscillator and other momentum ratios.
Please note, there is a significant difference between TITAN MACHINERY's value and its price as these two are different measures arrived at by different means. Investors typically determine if TITAN MACHINERY is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, TITAN MACHINERY's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.