Investment Stock Forecast - 4 Period Moving Average

ORES Stock  SEK 111.40  1.20  1.07%   
The 4 Period Moving Average forecasted value of Investment AB Oresund on the next trading day is expected to be 112.40 with a mean absolute deviation of 1.42 and the sum of the absolute errors of 81.04. Investment Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Investment AB Oresund is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Investment 4 Period Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Investment AB Oresund on the next trading day is expected to be 112.40 with a mean absolute deviation of 1.42, mean absolute percentage error of 3.61, and the sum of the absolute errors of 81.04.
Please note that although there have been many attempts to predict Investment 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 Investment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Investment Stock Forecast Pattern

Backtest InvestmentInvestment Price PredictionBuy or Sell Advice 

Investment Forecasted Value

In the context of forecasting 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. Investment's downside and upside margins for the forecasting period are 110.96 and 113.84, respectively. We have considered 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
111.40
110.96
Downside
112.40
Expected Value
113.84
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Investment stock data series using in forecasting. Note that when a statistical model is used to represent 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 Criteria112.0441
BiasArithmetic mean of the errors 0.212
MADMean absolute deviation1.4217
MAPEMean absolute percentage error0.0122
SAESum of the absolute errors81.0375
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Investment. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Investment AB Oresund and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for 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 Investment AB Oresund. 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
109.96111.40112.84
Details
Intrinsic
Valuation
LowRealHigh
107.12108.56122.54
Details

Other Forecasting Options for Investment

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

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

Investment AB Oresund 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 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 Investment's current price.

Investment Market Strength Events

Market strength indicators help investors to evaluate how 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 Investment shares will generate the highest return on investment. By undertsting and applying Investment stock market strength indicators, traders can identify Investment AB Oresund entry and exit signals to maximize returns.

Investment Risk Indicators

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

Additional Tools for Investment Stock Analysis

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