Garo AB Stock Forecast - Simple Exponential Smoothing

GARO Stock  SEK 21.40  0.10  0.47%   
The Simple Exponential Smoothing forecasted value of Garo AB on the next trading day is expected to be 21.38 with a mean absolute deviation of 0.42 and the sum of the absolute errors of 25.48. Garo Stock Forecast is based on your current time horizon.
  
Garo AB 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 Garo AB are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Garo AB prices get older.

Garo AB Simple Exponential Smoothing Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Garo AB on the next trading day is expected to be 21.38 with a mean absolute deviation of 0.42, mean absolute percentage error of 0.33, and the sum of the absolute errors of 25.48.
Please note that although there have been many attempts to predict Garo 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 Garo AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Garo AB Stock Forecast Pattern

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Garo AB Forecasted Value

In the context of forecasting Garo AB'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. Garo AB's downside and upside margins for the forecasting period are 18.67 and 24.09, respectively. We have considered Garo AB'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
21.40
21.38
Expected Value
24.09
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 Garo AB stock data series using in forecasting. Note that when a statistical model is used to represent Garo AB 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 Criteria115.1508
BiasArithmetic mean of the errors 0.0295
MADMean absolute deviation0.4247
MAPEMean absolute percentage error0.0199
SAESum of the absolute errors25.4834
This simple exponential smoothing model begins by setting Garo AB forecast for the second period equal to the observation of the first period. In other words, recent Garo AB observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Garo AB

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Garo 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
18.6921.4024.11
Details
Intrinsic
Valuation
LowRealHigh
15.3418.0523.54
Details
Bollinger
Band Projection (param)
LowMiddleHigh
19.0320.3621.69
Details

Other Forecasting Options for Garo AB

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

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

Garo 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 Garo AB'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 Garo AB's current price.

Garo AB Market Strength Events

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

Garo AB Risk Indicators

The analysis of Garo AB'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 Garo AB's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting garo 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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Additional Tools for Garo Stock Analysis

When running Garo AB's price analysis, check to measure Garo AB's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Garo AB is operating at the current time. Most of Garo AB's value examination focuses on studying past and present price action to predict the probability of Garo AB's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Garo AB's price. Additionally, you may evaluate how the addition of Garo AB to your portfolios can decrease your overall portfolio volatility.