MSAD INSURANCE Stock Forecast - Double Exponential Smoothing

59M Stock  EUR 21.80  0.20  0.93%   
The Double Exponential Smoothing forecasted value of MSAD INSURANCE on the next trading day is expected to be 21.80 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.47. MSAD Stock Forecast is based on your current time horizon.
  
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 MSAD INSURANCE works best with periods where there are trends or seasonality.

MSAD INSURANCE Double Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of MSAD INSURANCE on the next trading day is expected to be 21.80 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.09, and the sum of the absolute errors of 12.47.
Please note that although there have been many attempts to predict MSAD 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 MSAD INSURANCE's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

MSAD INSURANCE Stock Forecast Pattern

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MSAD INSURANCE Forecasted Value

In the context of forecasting MSAD INSURANCE'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. MSAD INSURANCE's downside and upside margins for the forecasting period are 20.54 and 23.06, respectively. We have considered MSAD INSURANCE'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
21.80
21.80
Expected Value
23.06
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 MSAD INSURANCE stock data series using in forecasting. Note that when a statistical model is used to represent MSAD INSURANCE 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 0.0304
MADMean absolute deviation0.2079
MAPEMean absolute percentage error0.0098
SAESum of the absolute errors12.4748
When MSAD INSURANCE 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 MSAD INSURANCE 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 MSAD INSURANCE observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for MSAD INSURANCE

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as MSAD INSURANCE. 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
20.5421.8023.06
Details
Intrinsic
Valuation
LowRealHigh
20.2921.5522.81
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.4321.9722.50
Details

Other Forecasting Options for MSAD INSURANCE

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

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

MSAD INSURANCE 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 MSAD INSURANCE'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 MSAD INSURANCE's current price.

MSAD INSURANCE Market Strength Events

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

MSAD INSURANCE Risk Indicators

The analysis of MSAD INSURANCE'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 MSAD INSURANCE's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting msad 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 MSAD Stock Analysis

When running MSAD INSURANCE's price analysis, check to measure MSAD INSURANCE'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 MSAD INSURANCE is operating at the current time. Most of MSAD INSURANCE's value examination focuses on studying past and present price action to predict the probability of MSAD INSURANCE's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move MSAD INSURANCE's price. Additionally, you may evaluate how the addition of MSAD INSURANCE to your portfolios can decrease your overall portfolio volatility.