ALM Equity Stock Forecast - Simple Exponential Smoothing

ALM-PREF  SEK 87.10  1.30  1.52%   
The Simple Exponential Smoothing forecasted value of ALM Equity AB on the next trading day is expected to be 87.10 with a mean absolute deviation of 0.37 and the sum of the absolute errors of 22.38. ALM Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast ALM Equity stock prices and determine the direction of ALM Equity AB's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of ALM Equity's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
ALM Equity 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 ALM Equity AB are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as ALM Equity AB prices get older.

ALM Equity Simple Exponential Smoothing Price Forecast For the 15th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of ALM Equity AB on the next trading day is expected to be 87.10 with a mean absolute deviation of 0.37, mean absolute percentage error of 0.27, and the sum of the absolute errors of 22.38.
Please note that although there have been many attempts to predict ALM 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 ALM Equity's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ALM Equity Stock Forecast Pattern

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ALM Equity Forecasted Value

In the context of forecasting ALM Equity'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. ALM Equity's downside and upside margins for the forecasting period are 86.50 and 87.70, respectively. We have considered ALM Equity'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
87.10
87.10
Expected Value
87.70
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 ALM Equity stock data series using in forecasting. Note that when a statistical model is used to represent ALM Equity 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 Criteria116.7895
BiasArithmetic mean of the errors 0.059
MADMean absolute deviation0.3669
MAPEMean absolute percentage error0.0041
SAESum of the absolute errors22.38
This simple exponential smoothing model begins by setting ALM Equity AB forecast for the second period equal to the observation of the first period. In other words, recent ALM Equity observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for ALM Equity

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ALM Equity AB. 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
85.2385.8086.37
Details
Intrinsic
Valuation
LowRealHigh
77.2287.1287.70
Details
Bollinger
Band Projection (param)
LowMiddleHigh
84.9986.7388.47
Details

Other Forecasting Options for ALM Equity

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

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

ALM Equity AB 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 ALM Equity'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 ALM Equity's current price.

ALM Equity Market Strength Events

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

ALM Equity Risk Indicators

The analysis of ALM Equity'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 ALM Equity's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting alm 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Other Information on Investing in ALM Stock

ALM Equity financial ratios help investors to determine whether ALM 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 ALM with respect to the benefits of owning ALM Equity security.